{ "suite": "longmemeval", "data": "data/eval/public/longmemeval_s.json", "mem": "on", "critic": "off", "k": 40, "queries": 6, "verify": "off", "neighbors": 1, "blockChars": 36000, "writer": { "baseURL": "https://api.anthropic.com/v1", "model": "claude-haiku-4-5-20251001" }, "judge": null, "budgetChars": 40000, "model": "claude-haiku-4-5-20251001", "startedAt": "2026-10-03T01:47:02.367Z", "records": [ { "id": "e47becba", "type": "single-session-user", "question": "What degree did I graduate with?", "answer": "Business Administration", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-30, you graduated with a degree in Business Administration. You mentioned that this degree has definitely helped you in your new role.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 6782, "ingest": { "rows": 782, "ms": 84, "cached": 782 }, "recalled": 78, "queries": [ "degree", "graduated", "major", "diploma", "university", "college" ], "blockRows": 70, "blockChars": 36920, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:24.250Z" } } }, { "id": "118b2229", "type": "single-session-user", "question": "How long is my daily commute to work?", "answer": "45 minutes each way", "abstain": false, "mem": "on", "response": "Based on the memory, your daily commute to work is **45 minutes each way**, which totals **90 minutes (1.5 hours) per day**.\n\nThis was mentioned in the conversation on 2023-05-22 (Mon), where you stated: \"I've been listening to audiobooks during my daily commute, which takes 45 minutes each way.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1455, "ms": 16378, "ingest": { "rows": 756, "ms": 207, "cached": 756 }, "recalled": 124, "queries": [ "commute to work", "drive to work", "how long it takes to get to work", "travel time to office", "morning commute", "work address" ], "blockRows": 60, "blockChars": 36922, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:27.254Z" } } }, { "id": "51a45a95", "type": "single-session-user", "question": "Where did I redeem a $5 coupon on coffee creamer?", "answer": "Target", "abstain": false, "mem": "on", "response": "Based on the memory, you redeemed a $5 coupon on coffee creamer last Sunday (which would be May 28, 2023, since today is May 30, 2023). However, the excerpts do not specify where you redeemed it.\n\nYou mentioned that you discovered the coupon in your email inbox and that you've been using the Cartwheel app from Target and have saved around $20 total on various household items, but the memory does not explicitly state that the coffee creamer coupon was redeemed at Target—that connection is not made in the conversations.\n\n**What is stated:** You redeemed a $5 coupon on coffee creamer last Sunday, May 28, 2023, which you found in your email inbox.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0187, "ms": 13647, "ingest": { "rows": 779, "ms": 162, "cached": 779 }, "recalled": 112, "queries": [ "coffee creamer coupon", "redeemed $5 coupon", "coffee creamer store", "bought coffee creamer", "coupon for creamer", "where did I use the creamer coupon" ], "blockRows": 49, "blockChars": 36476, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:29:29.573Z" } } }, { "id": "58bf7951", "type": "single-session-user", "question": "What play did I attend at the local community theater?", "answer": "The Glass Menagerie", "abstain": false, "mem": "on", "response": "According to the memory, you attended a production of **The Glass Menagerie** at the local community theater.\n\nYou were impressed by the lead actress's performance, and it inspired you to think about encouraging your friend Emily, who is an aspiring actress, to audition for a role.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0952, "ms": 7728, "ingest": { "rows": 820, "ms": 75, "cached": 820 }, "recalled": 153, "queries": [ "community theater", "play", "theater", "show", "performance", "local theater" ], "blockRows": 74, "blockChars": 37414, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:31.802Z" } } }, { "id": "1e043500", "type": "single-session-user", "question": "What is the name of the playlist I created on Spotify?", "answer": "Summer Vibes", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the name of the playlist you created on Spotify is **\"Summer Vibes\"**. \n\nYou mentioned on 2023-05-21 that you've been listening to this playlist, which has \"all these chill tracks that are perfect for relaxing or working out.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0909, "ms": 8421, "ingest": { "rows": 765, "ms": 136, "cached": 765 }, "recalled": 107, "queries": [ "Spotify playlist", "created a playlist", "name of my playlist", "made a playlist", "Spotify list", "playlist name" ], "blockRows": 53, "blockChars": 36946, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:33.727Z" } } }, { "id": "c5e8278d", "type": "single-session-user", "question": "What was my last name before I changed it?", "answer": "Johnson", "abstain": false, "mem": "on", "response": "Based on our conversation history, your last name before you changed it was **Johnson**. You mentioned on 2023-05-28 that your old name was Johnson, but now it's Winters.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0625, "ms": 7487, "ingest": { "rows": 731, "ms": 154, "cached": 731 }, "recalled": 71, "queries": [ "last name", "maiden name", "changed my name", "previous name", "legal name change", "birth name" ], "blockRows": 49, "blockChars": 36619, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:36.057Z" } } }, { "id": "6ade9755", "type": "single-session-user", "question": "Where do I take yoga classes?", "answer": "Serenity Yoga", "abstain": false, "mem": "on", "response": "Based on our conversations, you take yoga classes at **Serenity Yoga**. \n\nYou've mentioned attending classes there, and you also use the Down Dog app for your home practice on days when you can't make it to the studio. Additionally, you've started a lovely Sunday morning yoga and brunch routine with your best friend Sarah, which suggests you practice at Serenity Yoga before heading out for brunch together.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.058, "ms": 7971, "ingest": { "rows": 751, "ms": 140, "cached": 751 }, "recalled": 99, "queries": [ "yoga class", "yoga studio", "where do I do yoga", "yoga teacher", "yoga schedule", "yoga location" ], "blockRows": 62, "blockChars": 36720, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:37.992Z" } } }, { "id": "6f9b354f", "type": "single-session-user", "question": "What color did I repaint my bedroom walls?", "answer": "a lighter shade of gray", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-27, you repainted your bedroom walls a **lighter shade of gray**. You mentioned that it's made the room feel so much brighter!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.25, "ms": 8159, "ingest": { "rows": 754, "ms": 144, "cached": 754 }, "recalled": 105, "queries": [ "repaint bedroom", "bedroom wall color", "painted my room", "bedroom paint", "new color for bedroom", "what color did I paint" ], "blockRows": 48, "blockChars": 36391, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:40.226Z" } } }, { "id": "58ef2f1c", "type": "single-session-user", "question": "When did I volunteer at the local animal shelter's fundraising dinner?", "answer": "February 14th", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned volunteering at a fundraising dinner called \"Love is in the Air\" back in February. In one conversation, you stated: \"I did really enjoy the 'Love is in the Air' fundraising dinner I volunteered at back in February.\"\n\nHowever, the excerpts don't provide the specific date in February when you volunteered at this event. The conversation where you mentioned this occurred on 2023-04-02, so the February event would have been earlier in 2023, but the exact date is not specified in the memory.\n\n**Answer: You volunteered at the \"Love is in the Air\" fundraising dinner in February 2023, but the specific date is not recorded in our conversations.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.019, "ms": 13576, "ingest": { "rows": 761, "ms": 90, "cached": 761 }, "recalled": 98, "queries": [ "animal shelter fundraising dinner", "volunteered at animal shelter", "shelter fundraiser", "animal shelter dinner", "volunteering fundraiser", "local animal shelter event" ], "blockRows": 44, "blockChars": 36351, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:29:42.102Z" } } }, { "id": "f8c5f88b", "type": "single-session-user", "question": "Where did I buy my new tennis racket from?", "answer": "the sports store downtown", "abstain": false, "mem": "on", "response": "Based on the memory from our conversation on 2023-05-25, you bought your new tennis racket from **a sports store downtown**. You mentioned: \"I'm really happy with my new tennis racket, which I got from a sports store downtown.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1463, "ms": 8283, "ingest": { "rows": 733, "ms": 148, "cached": 733 }, "recalled": 116, "queries": [ "tennis racket", "bought tennis racket", "new racket", "tennis store", "sports shop", "where did I get my racket" ], "blockRows": 49, "blockChars": 36348, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:44.174Z" } } }, { "id": "5d3d2817", "type": "single-session-user", "question": "What was my previous occupation?", "answer": "Marketing specialist at a small startup", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have held at least two previous occupations:\n\n1. **Marketing Specialist at a small startup** – mentioned on 2023-05-24, where you managed a team of interns and were responsible for manually assigning tasks and tracking their progress.\n\n2. **Artisan/small business owner** – mentioned on 2023-05-30, where you create upcycled home decor items and participate in markets like the Harvest Market and farmers' markets.\n\nYou are currently working as a **senior marketing analyst** in a new role (mentioned on 2023-05-24).\n\nYour previous occupation was marketing specialist at a small startup.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1031, "ms": 8893, "ingest": { "rows": 755, "ms": 152, "cached": 755 }, "recalled": 124, "queries": [ "my job", "my career", "what I used to do for work", "previous role", "my profession", "where I worked" ], "blockRows": 62, "blockChars": 37084, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:46.262Z" } } }, { "id": "7527f7e2", "type": "single-session-user", "question": "How much did I spend on a designer handbag?", "answer": "$800", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-23, you spent **$800** on a designer handbag. You mentioned that you'd been using your credit card a lot and remembered buying it \"for a pretty penny - $800, to be exact.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0541, "ms": 8214, "ingest": { "rows": 751, "ms": 154, "cached": 751 }, "recalled": 116, "queries": [ "designer handbag price", "bought a handbag", "handbag cost", "luxury bag purchase", "spent on bag", "designer bag receipt" ], "blockRows": 55, "blockChars": 36871, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:48.216Z" } } }, { "id": "c960da58", "type": "single-session-user", "question": "How many playlists do I have on Spotify?", "answer": "20", "abstain": false, "mem": "on", "response": "Based on our conversation from 2023-05-20, you have **20 playlists on Spotify**.\n\nYou mentioned this when you said: \"I have 20 playlists on Spotify already, and I'm looking to organize them better.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0556, "ms": 8701, "ingest": { "rows": 747, "ms": 103, "cached": 747 }, "recalled": 111, "queries": [ "Spotify playlists", "created a playlist", "my Spotify library", "added to playlist", "Spotify list", "how many playlists" ], "blockRows": 61, "blockChars": 36843, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:50.085Z" } } }, { "id": "3b6f954b", "type": "single-session-user", "question": "Where did I attend for my study abroad program?", "answer": "University of Melbourne in Australia", "abstain": false, "mem": "on", "response": "According to the memory, you attended the **University of Melbourne** for your study abroad program. You mentioned that you went to the Great Ocean Road with some friends during your study abroad program there, and you had a great time exploring the coast, hiking, and taking in the stunning views.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1633, "ms": 14003, "ingest": { "rows": 719, "ms": 92, "cached": 719 }, "recalled": 102, "queries": [ "study abroad", "semester abroad", "university abroad", "where did I study abroad", "exchange program", "study abroad location" ], "blockRows": 47, "blockChars": 36620, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:52.132Z" } } }, { "id": "726462e0", "type": "single-session-user", "question": "What was the discount I got on my first purchase from the new clothing brand?", "answer": "10%", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-23, you got a **10% discount on your first purchase from that new clothing brand** last month.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0833, "ms": 7472, "ingest": { "rows": 741, "ms": 135, "cached": 741 }, "recalled": 102, "queries": [ "clothing brand discount", "first purchase clothing", "promo code clothing", "discount code clothing", "bought clothes", "clothing order" ], "blockRows": 44, "blockChars": 36806, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:54.254Z" } } }, { "id": "94f70d80", "type": "single-session-user", "question": "How long did it take me to assemble the IKEA bookshelf?", "answer": "4 hours", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-30, you assembled an IKEA bookshelf recently and it took you **4 hours**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1905, "ms": 9275, "ingest": { "rows": 745, "ms": 159, "cached": 745 }, "recalled": 128, "queries": [ "IKEA bookshelf", "assembled the bookshelf", "bookshelf assembly time", "put together the bookshelf", "IKEA furniture", "how long it took to build" ], "blockRows": 43, "blockChars": 36522, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:56.335Z" } } }, { "id": "66f24dbb", "type": "single-session-user", "question": "What did I buy for my sister's birthday gift?", "answer": "a yellow dress", "abstain": false, "mem": "on", "response": "According to the memory from our conversation on 2023-05-24, you bought your sister a **yellow dress and a pair of earrings to match** for her birthday.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1481, "ms": 8478, "ingest": { "rows": 747, "ms": 164, "cached": 747 }, "recalled": 84, "queries": [ "sister birthday gift", "bought for sister", "birthday present sister", "gift for sister", "sister's birthday", "what did I get my sister" ], "blockRows": 57, "blockChars": 36523, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:29:58.281Z" } } }, { "id": "ad7109d1", "type": "single-session-user", "question": "What speed is my new internet plan?", "answer": "500 Mbps", "abstain": false, "mem": "on", "response": "Based on the memory from our conversations, your new internet plan is **500 Mbps**.\n\nYou mentioned this on 2023-05-24 (Wed), when you said: \"I upgraded to 500 Mbps about three weeks ago, and it's made a huge difference.\"\n\nHowever, I also see that on 2023-05-30 (Tue), you mentioned having internet speed of **1 Gbps** when discussing WiFi extenders for your home. This suggests you may have upgraded again or provided different information in that conversation.\n\nCould you clarify which speed is your current plan?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0449, "ms": 9164, "ingest": { "rows": 729, "ms": 83, "cached": 729 }, "recalled": 106, "queries": [ "internet plan speed", "new internet plan", "Mbps", "internet provider", "internet contract", "wifi speed" ], "blockRows": 51, "blockChars": 36840, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:00.103Z" } } }, { "id": "af8d2e46", "type": "single-session-user", "question": "How many shirts did I pack for my 5-day trip to Costa Rica?", "answer": "7", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you packed **7 shirts** for your trip to Costa Rica. However, you only ended up wearing **3 of them**, which made you realize you tend to overpack and need to focus more on packing essentials rather than \"just in case\" items.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0435, "ms": 12711, "ingest": { "rows": 729, "ms": 184, "cached": 729 }, "recalled": 121, "queries": [ "Costa Rica packing list", "shirts Costa Rica", "packed shirts", "Costa Rica trip", "packing for 5 days", "what I packed for Costa Rica" ], "blockRows": 53, "blockChars": 36644, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:02.005Z" } } }, { "id": "dccbc061", "type": "single-session-user", "question": "What was my previous stance on spirituality?", "answer": "A staunch atheist", "abstain": false, "mem": "on", "response": "According to the memory from your conversation on 2023-05-24, you mentioned that **you used to be a staunch atheist, but you've been exploring other possibilities**. You noted that reading a lot about Buddhism lately has represented \"a big shift from my previous stance on spirituality.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.087, "ms": 7541, "ingest": { "rows": 739, "ms": 99, "cached": 739 }, "recalled": 100, "queries": [ "spirituality", "religion", "faith", "god", "beliefs", "spiritual journey" ], "blockRows": 56, "blockChars": 36492, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:03.923Z" } } }, { "id": "c8c3f81d", "type": "single-session-user", "question": "What brand are my favorite running shoes?", "answer": "Nike", "abstain": false, "mem": "on", "response": "Based on our past conversations, **Nike is your favorite brand for running shoes**.\n\nYou mentioned that you've been using Nike for your daily 5K runs and that \"they've been holding up pretty well.\" You also noted that \"Nike has been my favourite brand so far for running shoes.\" You even bought your current pair at a Nike outlet mall in April on sale for 20% off.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0294, "ms": 8922, "ingest": { "rows": 748, "ms": 167, "cached": 748 }, "recalled": 58, "queries": [ "favorite running shoes", "best running shoes", "bought new running shoes", "running shoe brand", "my favorite shoes", "recommend running shoes" ], "blockRows": 55, "blockChars": 36051, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:30:05.963Z" } } }, { "id": "8ebdbe50", "type": "single-session-user", "question": "What certification did I complete last month?", "answer": "Data Science", "abstain": false, "mem": "on", "response": "Based on the memory from our conversations, you completed a **Data Science certification** last month (in April 2023, since today is May 30, 2023).\n\nThis was mentioned in your conversation on 2023-05-28, where you said: \"I need to update my LinkedIn profile to reflect my latest certification in Data Science, which I completed last month.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0702, "ms": 7958, "ingest": { "rows": 740, "ms": 125, "cached": 740 }, "recalled": 93, "queries": [ "certification completed", "certificate received", "passed the exam", "finished the course", "certification last month", "completed certification" ], "blockRows": 45, "blockChars": 36354, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:08.020Z" } } }, { "id": "6b168ec8", "type": "single-session-user", "question": "How many bikes do I own?", "answer": "three", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you own **three bikes**:\n\n1. A road bike (specifically a Trek Emonda)\n2. A mountain bike\n3. A commuter bike\n\nThis is stated in the conversation from 2023-05-27 (Sat) where you said: \"speaking of my bikes, I've got three of them - a road bike, a mountain bike, and a commuter bike.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0392, "ms": 7721, "ingest": { "rows": 742, "ms": 153, "cached": 742 }, "recalled": 120, "queries": [ "bought a bike", "new bicycle", "my bikes", "bike collection", "purchased a bike", "sold a bike" ], "blockRows": 56, "blockChars": 36786, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:10.627Z" } } }, { "id": "75499fd8", "type": "single-session-user", "question": "What breed is my dog?", "answer": "Golden Retriever", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, your dog is a **Golden Retriever**. His name is **Max**.\n\nThis was mentioned in our conversation on 2023-05-25 when you asked for recommendations on interactive dog toys and a collar suitable for \"a Golden Retriever like Max.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0909, "ms": 9149, "ingest": { "rows": 745, "ms": 158, "cached": 745 }, "recalled": 49, "queries": [ "dog breed", "what breed is my dog", "my dog's breed", "puppy breed", "vet dog breed", "breed of my dog" ], "blockRows": 63, "blockChars": 36382, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:12.960Z" } } }, { "id": "21436231", "type": "single-session-user", "question": "How many largemouth bass did I catch on my fishing trip to Lake Michigan?", "answer": "12", "abstain": false, "mem": "on", "response": "According to the memory from your conversation on 2023-05-21, you caught **12 largemouth bass** on your last trip to Lake Michigan.\n\nYou mentioned this when discussing your experience with spinner lures, noting that you've had success with spinners for trout, and that you also caught 12 largemouth bass on that same trip.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0364, "ms": 12960, "ingest": { "rows": 752, "ms": 132, "cached": 752 }, "recalled": 97, "queries": [ "Lake Michigan fishing", "caught largemouth bass", "bass fishing trip", "how many bass", "Lake Michigan catch", "fishing results" ], "blockRows": 52, "blockChars": 36633, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:14.886Z" } } }, { "id": "95bcc1c8", "type": "single-session-user", "question": "How many amateur comedians did I watch perform at the open mic night?", "answer": "10", "abstain": false, "mem": "on", "response": "According to the memory from our conversation on 2023-05-22, you saw **10 amateur comedians** perform at the open mic night. You mentioned it was \"really inspiring to see people trying out new stuff!\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0588, "ms": 8715, "ingest": { "rows": 737, "ms": 149, "cached": 737 }, "recalled": 121, "queries": [ "open mic night", "amateur comedians", "comedy club", "stand up comedy", "watched a performance", "comedian names" ], "blockRows": 56, "blockChars": 36524, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:16.876Z" } } }, { "id": "0862e8bf", "type": "single-session-user", "question": "What is the name of my cat?", "answer": "Luna", "abstain": false, "mem": "on", "response": "Your cat's name is **Luna**.\n\nYou mentioned this on May 24th when you said: \"By the way, my cat's name is Luna, and she's been such a sweetie throughout all the changes we've been making to her environment.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.05, "ms": 7482, "ingest": { "rows": 756, "ms": 156, "cached": 756 }, "recalled": 78, "queries": [ "my cat", "cat's name", "kitten", "pet", "got a cat", "naming my cat" ], "blockRows": 62, "blockChars": 36854, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:30:18.783Z" } } }, { "id": "853b0a1d", "type": "single-session-user", "question": "How old was I when my grandma gave me the silver necklace?", "answer": "18", "abstain": false, "mem": "on", "response": "According to the memory, your grandma gave you the silver necklace on your 18th birthday.\n\nSo you were **18 years old** when she gave it to you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0769, "ms": 8679, "ingest": { "rows": 761, "ms": 138, "cached": 761 }, "recalled": 80, "queries": [ "grandma silver necklace", "grandmother necklace", "when did grandma give me the necklace", "silver necklace gift", "how old was I necklace", "grandma jewelry" ], "blockRows": 65, "blockChars": 36554, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:20.680Z" } } }, { "id": "a06e4cfe", "type": "single-session-user", "question": "What is my preferred gin-to-vermouth ratio for a classic gin martini?", "answer": "3:1", "abstain": false, "mem": "on", "response": "Based on our conversations, your preferred gin-to-vermouth ratio for a classic gin martini is **3:1**, with a dash of citrus bitters.\n\nYou mentioned on 2023-05-22 that you've been experimenting with different ratios and have settled on this 3:1 ratio, finding that \"it really brings out the flavors of the gin.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0727, "ms": 9129, "ingest": { "rows": 772, "ms": 163, "cached": 772 }, "recalled": 129, "queries": [ "gin martini ratio", "gin to vermouth", "how I make a martini", "martini recipe", "preferred martini", "gin vermouth proportions" ], "blockRows": 55, "blockChars": 36592, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:22.578Z" } } }, { "id": "37d43f65", "type": "single-session-user", "question": "How much RAM did I upgrade my laptop to?", "answer": "16GB", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-28, you upgraded your laptop's RAM to **16GB**.\n\nThis was mentioned when you were discussing battery life issues with your Dell Inspiron 15 5000 series laptop from 2018. You noted that before the RAM upgrade to 16GB, you were getting around 6-7 hours of battery life, but after the upgrade, you were getting around 4-5 hours.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0308, "ms": 14299, "ingest": { "rows": 781, "ms": 107, "cached": 781 }, "recalled": 132, "queries": [ "laptop RAM upgrade", "installed more RAM", "bought new RAM", "RAM capacity", "laptop memory upgrade", "GB RAM" ], "blockRows": 59, "blockChars": 36740, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:24.540Z" } } }, { "id": "b86304ba", "type": "single-session-user", "question": "How much is the painting of a sunset worth in terms of the amount I paid for it?", "answer": "The painting is worth triple what I paid for it.", "abstain": false, "mem": "on", "response": "Based on the excerpts, your flea market find painting is worth **triple what you paid for it**.\n\nYou mentioned in today's conversation (2023-05-30) that \"I realized that it's actually worth triple what I paid for it, which is amazing!\" However, the excerpts do not state the original price you paid for the painting, so I cannot give you a specific dollar amount.\n\n**The painting's value is 3x your original purchase price.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2278, "ms": 8872, "ingest": { "rows": 700, "ms": 134, "cached": 700 }, "recalled": 138, "queries": [ "painting of a sunset", "bought a painting", "paid for painting", "sunset painting price", "cost of sunset art", "sunset painting value" ], "blockRows": 49, "blockChars": 36498, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:27.192Z" } } }, { "id": "d52b4f67", "type": "single-session-user", "question": "Where did I attend my cousin's wedding?", "answer": "The Grand Ballroom", "abstain": false, "mem": "on", "response": "According to the conversation from 2023-05-28, you attended your cousin's wedding at the **Grand Ballroom** last weekend.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2, "ms": 11366, "ingest": { "rows": 736, "ms": 144, "cached": 736 }, "recalled": 79, "queries": [ "cousin's wedding", "wedding location", "where was the wedding", "traveled for wedding", "wedding venue", "cousin wedding" ], "blockRows": 59, "blockChars": 36505, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:29.223Z" } } }, { "id": "25e5aa4f", "type": "single-session-user", "question": "Where did I complete my Bachelor's degree in Computer Science?", "answer": "University of California, Los Angeles (UCLA)", "abstain": false, "mem": "on", "response": "According to the memory of our conversations, you completed your Bachelor's degree in Computer Science from UCLA (University of California, Los Angeles).\n\nThis was mentioned in our conversation on 2023-05-29 when you said: \"I completed my undergrad in CS from UCLA, which has a great reputation in the industry.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2182, "ms": 9171, "ingest": { "rows": 747, "ms": 182, "cached": 747 }, "recalled": 96, "queries": [ "Bachelor's degree Computer Science", "where did I go to college", "university degree", "graduated from", "CS degree", "my alma mater" ], "blockRows": 46, "blockChars": 36229, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:30.991Z" } } }, { "id": "caf9ead2", "type": "single-session-user", "question": "How long did it take to move to the new apartment?", "answer": "5 hours", "abstain": false, "mem": "on", "response": "Based on the memory, it took you and your friends **5 hours to move everything into the new apartment**.\n\nThis was mentioned in the conversation on 2023-05-21 (Sun), where you said: \"By the way, it took me and my friends around 5 hours to move everything into the new apartment, but it was worth it to be closer to work and save on commute time.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0625, "ms": 10758, "ingest": { "rows": 745, "ms": 100, "cached": 745 }, "recalled": 136, "queries": [ "move to new apartment", "moving day", "packing for move", "apartment move date", "how long did moving take", "new place move" ], "blockRows": 57, "blockChars": 37278, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:30:33.048Z" } } }, { "id": "8550ddae", "type": "single-session-user", "question": "What type of cocktail recipe did I try last weekend?", "answer": "lavender gin fizz", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you tried a **lavender gin fizz recipe** last weekend (around May 22nd). \n\nAccording to what you told me: \"I tried a lavender gin fizz recipe last weekend, but it didn't quite turn out as expected - I didn't have simple syrup, so I had to improvise with honey and water.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1071, "ms": 8063, "ingest": { "rows": 716, "ms": 153, "cached": 716 }, "recalled": 121, "queries": [ "cocktail recipe", "tried a drink", "made a cocktail", "last weekend", "mixing drinks", "recipe" ], "blockRows": 52, "blockChars": 36461, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:34.968Z" } } }, { "id": "60d45044", "type": "single-session-user", "question": "What type of rice is my favorite?", "answer": "Japanese short-grain rice", "abstain": false, "mem": "on", "response": "Based on the excerpts from our past conversations, your favorite type of rice is **Japanese short-grain rice**.\n\nThis is mentioned in your conversation on 2023-05-27 (Sat), where you said: \"I was thinking of making some Japanese-style dishes with my favorite Japanese short-grain rice.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1569, "ms": 8460, "ingest": { "rows": 787, "ms": 174, "cached": 787 }, "recalled": 138, "queries": [ "favorite rice", "best rice", "like this rice", "love this rice", "prefer rice", "my favorite kind of rice" ], "blockRows": 56, "blockChars": 37007, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:36.828Z" } } }, { "id": "3f1e9474", "type": "single-session-user", "question": "Who did I have a conversation with about destiny?", "answer": "Sarah", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you didn't have a conversation with another person about destiny. Rather, you had conversations with me (an AI assistant) about destiny.\n\nSpecifically, on 2023-05-22 (Mon), you mentioned that you had been talking to your friend **Sarah** recently, and she was saying \"how everything happens for a reason,\" which got you thinking about your own beliefs on destiny. However, the detailed discussions about destiny, manifesting desires, and the concept that \"everything happens for a reason\" took place between you and me in our conversation that same day.\n\nSo while Sarah sparked the initial thought about destiny with her comment, your substantive conversation exploring the concept of destiny was with me, your AI assistant.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0179, "ms": 15889, "ingest": { "rows": 770, "ms": 156, "cached": 770 }, "recalled": 108, "queries": [ "destiny", "fate", "predestined", "meant to be", "conversation about destiny", "who talked about destiny" ], "blockRows": 66, "blockChars": 37065, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:38.632Z" } } }, { "id": "86b68151", "type": "single-session-user", "question": "Where did I buy my new bookshelf from?", "answer": "IKEA", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-28, you bought your new bookshelf from **IKEA**. You mentioned that you were really happy with it because \"it's exactly what I needed to get my books organized.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0541, "ms": 7765, "ingest": { "rows": 741, "ms": 141, "cached": 741 }, "recalled": 114, "queries": [ "bookshelf", "bought bookshelf", "new shelf", "furniture store", "ordered bookshelf", "where did I get my bookshelf" ], "blockRows": 57, "blockChars": 36503, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:40.662Z" } } }, { "id": "577d4d32", "type": "single-session-user", "question": "What time do I stop checking work emails and messages?", "answer": "7 pm", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you stop checking work emails and messages by **7 pm**.\n\nThis was mentioned in your conversation on 2023-05-29 (Mon), where you said: \"I've been trying to establish a better evening routine, stopping work emails and messages by 7 pm to separate my work and personal life.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0741, "ms": 9003, "ingest": { "rows": 753, "ms": 157, "cached": 753 }, "recalled": 146, "queries": [ "work email cutoff time", "stop checking messages", "work boundaries", "email schedule", "when to stop working", "work communication rules" ], "blockRows": 51, "blockChars": 36917, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:42.627Z" } } }, { "id": "ec81a493", "type": "single-session-user", "question": "How many copies of my favorite artist's debut album were released worldwide?", "answer": "500", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned that your signed poster from your favorite artist's debut album is a **limited edition of only 500 copies worldwide**.\n\nHowever, the excerpts do not specify how many copies of the actual debut album itself were released worldwide—only that the signed poster that came with it was limited to 500 copies.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0364, "ms": 8081, "ingest": { "rows": 770, "ms": 155, "cached": 770 }, "recalled": 137, "queries": [ "favorite artist", "favorite musician", "debut album", "album release numbers", "worldwide sales debut album", "copies released worldwide" ], "blockRows": 56, "blockChars": 36865, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:30:44.632Z" } } }, { "id": "15745da0", "type": "single-session-user", "question": "How long have I been collecting vintage cameras?", "answer": "three months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've been collecting vintage cameras for **three months**.\n\nThis is stated in a conversation on 2023-05-21 (Sun), where you said: \"I've been collecting vintage cameras for three months now, and I've already amassed a pretty impressive collection.\"\n\nToday is 2023-05-30, so that aligns with starting your collection around the end of February 2023.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0635, "ms": 7889, "ingest": { "rows": 722, "ms": 156, "cached": 722 }, "recalled": 111, "queries": [ "vintage cameras", "started collecting cameras", "bought first vintage camera", "camera collection", "old cameras", "photography hobby" ], "blockRows": 45, "blockChars": 36284, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:46.575Z" } } }, { "id": "e01b8e2f", "type": "single-session-user", "question": "Where did I go on a week-long trip with my family?", "answer": "Hawaii", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you went to **Hawaii** on a week-long trip with your family last month (before May 20, 2023).\n\nYou mentioned: \"I'm actually thinking of going back to Hawaii, I loved it so much when I went with my family for a week last month!\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0417, "ms": 9450, "ingest": { "rows": 765, "ms": 141, "cached": 765 }, "recalled": 101, "queries": [ "week-long trip family", "vacation with family", "family trip", "where did we go", "family holiday", "trip for a week" ], "blockRows": 58, "blockChars": 36737, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:30:48.510Z" } } }, { "id": "bc8a6e93", "type": "single-session-user", "question": "What did I bake for my niece's birthday party?", "answer": "a lemon blueberry cake", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-26, you baked a **lemon blueberry cake** for your niece's birthday party, and it was a huge hit! You mentioned that you were a bit nervous about how it would turn out, but the combination of the tangy lemon and sweet blueberries turned out to be perfect.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1132, "ms": 8452, "ingest": { "rows": 775, "ms": 91, "cached": 775 }, "recalled": 99, "queries": [ "niece birthday party", "baked for birthday", "birthday cake", "birthday cupcakes", "birthday treats", "what I baked" ], "blockRows": 55, "blockChars": 36356, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:50.482Z" } } }, { "id": "ccb36322", "type": "single-session-user", "question": "What is the name of the music streaming service have I been using lately?", "answer": "Spotify", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've been using **Spotify**.\n\nIn the conversation on 2023-05-20, you mentioned: \"I've been listening to their songs a lot on Spotify lately\" when discussing Arctic Monkeys and The Neighbourhood.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0571, "ms": 14202, "ingest": { "rows": 731, "ms": 92, "cached": 731 }, "recalled": 136, "queries": [ "music streaming", "Spotify", "Apple Music", "Tidal", "YouTube Music", "Deezer" ], "blockRows": 73, "blockChars": 37289, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:52.393Z" } } }, { "id": "001be529", "type": "single-session-user", "question": "How long did I wait for the decision on my asylum application?", "answer": "over a year", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned that your asylum application took **over a year** to get approved. \n\nYou stated in the conversation on 2023-05-28 (Sun): \"Over a year of uncertainty was really tough. But at least it's behind me now, and I can focus on building your new life here.\"\n\nThe exact timeline of when you applied is not specified in the excerpts, but the duration of waiting was over one year.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0563, "ms": 19025, "ingest": { "rows": 749, "ms": 85, "cached": 749 }, "recalled": 97, "queries": [ "asylum application decision", "asylum interview date", "received asylum decision", "asylum application submitted", "waiting for asylum result", "asylum case status" ], "blockRows": 54, "blockChars": 36898, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:54.373Z" } } }, { "id": "b320f3f8", "type": "single-session-user", "question": "What type of action figure did I buy from a thrift store?", "answer": "a blue Snaggletooth", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-29, you bought a **rare blue Snaggletooth action figure** from a thrift store a few weeks ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1739, "ms": 7976, "ingest": { "rows": 709, "ms": 129, "cached": 709 }, "recalled": 99, "queries": [ "thrift store action figure", "bought action figure", "thrift shop toy", "found action figure", "thrift store purchase", "action figure" ], "blockRows": 42, "blockChars": 36389, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:56.247Z" } } }, { "id": "19b5f2b3", "type": "single-session-user", "question": "How long was I in Japan for?", "answer": "two weeks", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-30, you visited Japan a few months ago and spent **two weeks traveling solo around the country**. You mentioned it was an incredible experience, and you visited attractions like Fushimi Inari Shrine and onsen (hot springs) in the mountains during that trip.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0851, "ms": 15402, "ingest": { "rows": 724, "ms": 112, "cached": 724 }, "recalled": 103, "queries": [ "Japan trip dates", "when did I go to Japan", "when did I leave Japan", "flight to Japan", "flight from Japan", "how long was my Japan trip" ], "blockRows": 52, "blockChars": 36625, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:30:58.206Z" } } }, { "id": "4fd1909e", "type": "single-session-user", "question": "Where did I attend the Imagine Dragons concert?", "answer": "Xfinity Center", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-24, you attended the Imagine Dragons concert at the **Xfinity Center on June 15th**. You mentioned it was an amazing show and that the lead singer's energy was infectious!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1143, "ms": 10171, "ingest": { "rows": 783, "ms": 196, "cached": 783 }, "recalled": 106, "queries": [ "Imagine Dragons concert", "Imagine Dragons venue", "where was the Imagine Dragons show", "went to see Imagine Dragons", "Imagine Dragons tickets", "Imagine Dragons location" ], "blockRows": 66, "blockChars": 37176, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:31:00.183Z" } } }, { "id": "545bd2b5", "type": "single-session-user", "question": "How much screen time have I been averaging on Instagram per day?", "answer": "2 hours", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-27 (Sat), you mentioned that you've been averaging around **2 hours of screen time on Instagram per day for the past two weeks**, which you acknowledged was way too much.\n\nThis is the figure you stated when discussing your desire to cut back and set a time limit for your Instagram usage.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0678, "ms": 9596, "ingest": { "rows": 710, "ms": 153, "cached": 710 }, "recalled": 93, "queries": [ "Instagram screen time", "Instagram usage per day", "average time on Instagram", "how long I spent on Instagram", "Instagram daily average", "Instagram app time" ], "blockRows": 44, "blockChars": 36427, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:02.472Z" } } }, { "id": "8a137a7f", "type": "single-session-user", "question": "What type of bulb did I replace in my bedside lamp?", "answer": "Philips LED bulb", "abstain": false, "mem": "on", "response": "Based on the memory from our conversation on 2023-05-22, you've been using a **Philips LED bulb** in your bedside lamp, and you really like the warm tone it provides.\n\nThis is the same bulb you mentioned when asking for floor lamp recommendations to complement your existing bedside lighting.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.12, "ms": 16045, "ingest": { "rows": 755, "ms": 130, "cached": 755 }, "recalled": 126, "queries": [ "bedside lamp bulb", "replaced light bulb", "lamp bulb type", "bought new bulb", "bedroom lamp", "changed the bulb" ], "blockRows": 53, "blockChars": 36668, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:04.430Z" } } }, { "id": "76d63226", "type": "single-session-user", "question": "What size is my new Samsung TV?", "answer": "55-inch", "abstain": false, "mem": "on", "response": "According to the memory from our conversation on 2023-05-21, you set up a new **Samsung 55-inch 4K smart TV on Saturday**. You spent a lot of time hiding the cables behind the TV using a combination of cable ties and cable clips.\n\nYour new Samsung TV is 55 inches.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0833, "ms": 17702, "ingest": { "rows": 743, "ms": 123, "cached": 743 }, "recalled": 96, "queries": [ "Samsung TV size", "bought a Samsung TV", "new TV dimensions", "Samsung TV inches", "ordered a Samsung TV", "TV model number" ], "blockRows": 66, "blockChars": 37106, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:06.454Z" } } }, { "id": "86f00804", "type": "single-session-user", "question": "What book am I currently reading?", "answer": "The Seven Husbands of Evelyn Hugo", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you are currently reading **\"The Seven Husbands of Evelyn Hugo\"** by Taylor Jenkins Reid.\n\nThis was mentioned in your conversation on 2023-05-23, where you said: \"I'm currently devouring 'The Seven Husbands of Evelyn Hugo' and it's hard to put down!\" You also mentioned that you've been averaging 20-30 pages a night, and some nights you've stayed up late reading 50-60 pages in one sitting.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1282, "ms": 15656, "ingest": { "rows": 751, "ms": 138, "cached": 751 }, "recalled": 85, "queries": [ "currently reading", "reading a book", "started reading", "book I'm reading", "new book", "reading list" ], "blockRows": 55, "blockChars": 36606, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:08.487Z" } } }, { "id": "8e9d538c", "type": "single-session-user", "question": "How many skeins of worsted weight yarn did I find in my stash?", "answer": "17", "abstain": false, "mem": "on", "response": "According to the memory from our conversation on 2023-05-27 (Sat), you found **17 skeins** of worsted weight yarn in your stash recently.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0833, "ms": 16289, "ingest": { "rows": 725, "ms": 150, "cached": 725 }, "recalled": 130, "queries": [ "worsted weight yarn stash", "found worsted yarn", "skeins of worsted", "yarn inventory worsted", "how much worsted yarn", "counted worsted weight" ], "blockRows": 49, "blockChars": 36612, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:10.507Z" } } }, { "id": "311778f1", "type": "single-session-user", "question": "How many hours did I spend watching documentaries on Netflix last month?", "answer": "10", "abstain": false, "mem": "on", "response": "According to the conversation from 2023-05-25, you mentioned that you spent around **10 hours last month watching documentaries** on Netflix.\n\nYou noted this was \"a bit more than I expected\" and were glad you could track it, considering reducing your screen time in the coming months.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0435, "ms": 8576, "ingest": { "rows": 757, "ms": 95, "cached": 757 }, "recalled": 126, "queries": [ "Netflix documentaries", "watched documentary", "hours spent watching Netflix", "Netflix time", "documentary duration", "Netflix last month" ], "blockRows": 58, "blockChars": 36937, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:12.450Z" } } }, { "id": "c19f7a0b", "type": "single-session-user", "question": "What time do I usually get home from work on weeknights?", "answer": "6:30 pm", "abstain": false, "mem": "on", "response": "According to our past conversations, you usually get home from work around **6:30 pm on weekdays**.\n\nThis was mentioned when you described your evening routine of doing yoga and making dinner before dedicating an hour to language learning on Tuesdays and Thursdays.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 11566, "ingest": { "rows": 730, "ms": 86, "cached": 730 }, "recalled": 124, "queries": [ "get home from work", "home from work", "back from work", "arrived home", "finished work", "work day ended" ], "blockRows": 47, "blockChars": 36965, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:14.367Z" } } }, { "id": "4100d0a0", "type": "single-session-user", "question": "What is my ethnicity?", "answer": "A mix of Irish and Italian", "abstain": false, "mem": "on", "response": "Based on our conversations, your ethnicity is **mixed Irish and Italian**. \n\nYou mentioned this on 2023-05-30 when you said: \"I've been thinking about my family tree and cultural heritage a lot lately, and it's interesting to consider how my mixed ethnicity - Irish and Italian - has shaped my upbringing.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1071, "ms": 8417, "ingest": { "rows": 770, "ms": 167, "cached": 770 }, "recalled": 81, "queries": [ "my ethnicity", "my heritage", "where am I from", "my race", "my ancestry", "my background" ], "blockRows": 68, "blockChars": 36964, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:16.256Z" } } }, { "id": "29f2956b", "type": "single-session-user", "question": "How much time do I dedicate to practicing guitar every day?", "answer": "30 minutes", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-21, you mentioned that **you've been practicing guitar for 30 minutes daily**, and that it's been helping you progress nicely.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.129, "ms": 9411, "ingest": { "rows": 732, "ms": 98, "cached": 732 }, "recalled": 122, "queries": [ "guitar practice", "practiced guitar", "how long I played guitar", "guitar routine", "minutes of guitar", "hours of guitar" ], "blockRows": 42, "blockChars": 36277, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:18.178Z" } } }, { "id": "1faac195", "type": "single-session-user", "question": "Where does my sister Emily live?", "answer": "Denver", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your sister Emily lives in **Denver**.\n\nThis is mentioned in a conversation from 2023-05-20, where you said: \"I'm thinking of visiting my sister Emily in Denver soon, and I was wondering if you knew any kid-friendly attractions there?\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0435, "ms": 15089, "ingest": { "rows": 738, "ms": 96, "cached": 738 }, "recalled": 119, "queries": [ "Emily live", "sister Emily address", "where does Emily live", "Emily's house", "Emily's city", "sister's location" ], "blockRows": 58, "blockChars": 36657, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:20.159Z" } } }, { "id": "faba32e5", "type": "single-session-user", "question": "How long did Alex marinate the BBQ ribs in special sauce?", "answer": "24 hours", "abstain": false, "mem": "on", "response": "According to the memory, Alex marinated the BBQ ribs in a special sauce for **24 hours** before grilling them to perfection.\n\nThis detail came up in your conversation on 2023-05-26 when you mentioned remembering Alex telling you about his marinating technique for his amazing BBQ ribs from his party a few weeks ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 13532, "ingest": { "rows": 740, "ms": 76, "cached": 740 }, "recalled": 102, "queries": [ "Alex BBQ ribs", "marinate ribs special sauce", "how long marinate ribs", "ribs special sauce time", "Alex marinating", "BBQ ribs sauce" ], "blockRows": 55, "blockChars": 36852, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:22.204Z" } } }, { "id": "f4f1d8a4", "type": "single-session-user", "question": "Who gave me a new stand mixer as a birthday gift?", "answer": "my sister", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-30, your sister gave you a new stand mixer as a birthday gift last month.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0909, "ms": 8374, "ingest": { "rows": 826, "ms": 116, "cached": 826 }, "recalled": 134, "queries": [ "birthday gift", "stand mixer", "who gave me", "new mixer", "birthday present", "got a mixer" ], "blockRows": 63, "blockChars": 37003, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:24.900Z" } } }, { "id": "c14c00dd", "type": "single-session-user", "question": "What brand of shampoo do I currently use?", "answer": "Trader Joe's", "abstain": false, "mem": "on", "response": "Based on our past conversations, you're using a **lavender scented shampoo from Trader Joe's**.\n\nYou mentioned on 2023-05-22 that you picked it up on a whim at Trader Joe's and that \"it's been doing wonders for your hair.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 13260, "ingest": { "rows": 747, "ms": 120, "cached": 747 }, "recalled": 132, "queries": [ "shampoo", "hair care", "bought shampoo", "using shampoo", "best shampoo", "shampoo brand" ], "blockRows": 54, "blockChars": 36636, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:26.948Z" } } }, { "id": "36580ce8", "type": "single-session-user", "question": "What health issue did I initially think was just a cold?", "answer": "bronchitis", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you initially thought you had just a cold, but it turned out to be **bronchitis**. \n\nYou mentioned this in a conversation on 2023-05-30: \"I actually recently had a bad case of bronchitis that I initially thought was just a cold, but it turned out to be a lot more serious.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0385, "ms": 15342, "ingest": { "rows": 779, "ms": 195, "cached": 779 }, "recalled": 138, "queries": [ "cold symptoms", "thought I had a cold", "felt sick", "doctor visit cold", "diagnosis cold", "health issue cold" ], "blockRows": 67, "blockChars": 37441, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:28.894Z" } } }, { "id": "3d86fd0a", "type": "single-session-user", "question": "Where did I meet Sophia?", "answer": "a coffee shop in the city", "abstain": false, "mem": "on", "response": "According to the memory from our conversation on 2023-05-21, you met Sophia at a **coffee shop in the city**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3636, "ms": 7751, "ingest": { "rows": 763, "ms": 95, "cached": 763 }, "recalled": 93, "queries": [ "Sophia", "met Sophia", "where did I meet Sophia", "introduced to Sophia", "Sophia meeting", "who is Sophia" ], "blockRows": 64, "blockChars": 37355, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:30.761Z" } } }, { "id": "a82c026e", "type": "single-session-user", "question": "What game did I finally beat last weekend?", "answer": "Dark Souls 3 DLC", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you finally beat the last boss in the **Dark Souls 3 DLC** last weekend (the conversation was on 2023-05-26, so \"last weekend\" would have been around 2023-05-20 or 2023-05-21).\n\nYou mentioned: \"By the way, speaking of gaming, I finally beat that last boss in the Dark Souls 3 DLC last weekend, after weeks of trying.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.125, "ms": 7980, "ingest": { "rows": 736, "ms": 146, "cached": 736 }, "recalled": 77, "queries": [ "beat game", "finished game", "completed game", "finally beat", "last weekend game", "won the game" ], "blockRows": 60, "blockChars": 36908, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:32.708Z" } } }, { "id": "0862e8bf_abs", "type": "single-session-user", "question": "What is the name of my hamster?", "answer": "You did not mention this information. You mentioned your cat Luna but not your hamster.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about the name of your hamster.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 7485, "ingest": { "rows": 750, "ms": 175, "cached": 750 }, "recalled": 85, "queries": [ "hamster name", "my hamster", "bought a hamster", "got a hamster", "pet hamster", "naming my hamster" ], "blockRows": 65, "blockChars": 37234, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:34.508Z" } } }, { "id": "15745da0_abs", "type": "single-session-user", "question": "How long have I been collecting vintage films?", "answer": "You did not mention this information. You mentioned collecting vintage cameras but not vintage films.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about how long you've been collecting vintage films.\n\nHowever, I can tell you that you have attended film festivals in the past. You mentioned attending the Berlinale online program and watching films including the Golden Bear winner \"Alcarras\". You've also expressed interest in attending Hot Docs and exploring documentary screenings in Toronto. But there is no mention of collecting vintage films or how long you've been doing so.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 10116, "ingest": { "rows": 784, "ms": 96, "cached": 784 }, "recalled": 99, "queries": [ "vintage films", "collecting movies", "started film collection", "bought first vintage movie", "movie collection", "vintage cinema" ], "blockRows": 44, "blockChars": 36201, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:36.365Z" } } }, { "id": "bc8a6e93_abs", "type": "single-session-user", "question": "What did I bake for my uncle's birthday party?", "answer": "You did not mention this information. You mentioned baking for your niece's birthday party but not your uncle's", "abstain": true, "mem": "on", "response": "I don't see any information in our past conversations about you baking something for your uncle's birthday party.\n\nHowever, I do see that you mentioned baking a **lemon blueberry cake for your niece's birthday party** on 2023-05-23, which was a huge hit. You noted that \"the combination of the tangy lemon and sweet blueberries was perfect.\"\n\nIs it possible you're thinking of this cake, or did you bake something for your uncle's birthday at a different time that we haven't discussed?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 8872, "ingest": { "rows": 753, "ms": 150, "cached": 753 }, "recalled": 103, "queries": [ "uncle birthday party", "baked for uncle", "birthday cake", "birthday treats", "what I baked", "uncle's birthday" ], "blockRows": 55, "blockChars": 36619, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:38.199Z" } } }, { "id": "19b5f2b3_abs", "type": "single-session-user", "question": "How long was I in Korea for?", "answer": "You did not mention this information. You mentioned staying in Japan, but not in Korea.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about a trip you took to Korea. \n\nYou mentioned planning a trip to Seoul in July (from your conversation on 2023-05-24), but there is no record of you having already visited Korea or how long you spent there.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9945, "ingest": { "rows": 760, "ms": 152, "cached": 760 }, "recalled": 101, "queries": [ "Korea trip dates", "when did I go to Korea", "when did I leave Korea", "flight to Korea", "flight from Korea", "how long was I in Korea" ], "blockRows": 53, "blockChars": 36726, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:40.199Z" } } }, { "id": "29f2956b_abs", "type": "single-session-user", "question": "How much time do I dedicate to practicing violin every day?", "answer": "You did not mention this information. You mentioned practing guitar everyday, but not violin.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts provided, I don't find any information about you practicing violin. \n\nThe excerpts mention your practice with other instruments:\n- **Guitar**: You've been practicing for **30 minutes daily** (mentioned on 2023-05-22)\n- **Harmonica**: Resources were suggested for learning harmonica, but no daily practice time was specified\n- **Saxophone**: You were interested in learning jazz saxophone, but no practice schedule was mentioned\n\nThere is no record of you practicing violin in our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15352, "ingest": { "rows": 756, "ms": 82, "cached": 756 }, "recalled": 118, "queries": [ "violin practice", "practiced violin", "violin session", "how long I practiced violin", "violin routine", "violin time" ], "blockRows": 64, "blockChars": 36626, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:42.268Z" } } }, { "id": "f4f1d8a4_abs", "type": "single-session-user", "question": "What did my dad gave me as a birthday gift?", "answer": "You did not mention this information. You mentioned receiving a birthday gift from your sister, but not your dad.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I don't see any information about a birthday gift from your dad. \n\nHowever, I do see that you received a **stand mixer as a birthday gift from your sister last month** (mentioned in the conversation on 2023-05-26), and you're planning to get yourself a special dress for your birthday next month (conversation on 2023-05-30).\n\nThe excerpts don't contain information about a gift from your dad, so I cannot tell you what he gave you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 17092, "ingest": { "rows": 758, "ms": 140, "cached": 758 }, "recalled": 61, "queries": [ "birthday gift from dad", "what dad gave me for my birthday", "dad's birthday present", "birthday present from father", "gift from dad", "birthday surprise from dad" ], "blockRows": 53, "blockChars": 36556, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:44.212Z" } } }, { "id": "0a995998", "type": "multi-session", "question": "How many items of clothing do I need to pick up or return from a store?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have **2 items** that you need to pick up or return from stores:\n\n1. **Navy blue blazer** - dry cleaning pickup (mentioned on 2023-02-15)\n2. **Boots from Zara** - new pair to pick up (exchanged on February 5th, still need to pick up as of 2023-02-15)\n\nBoth of these items were discussed in your conversations on 2023-02-15, today's date.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 11759, "ingest": { "rows": 736, "ms": 92, "cached": 736 }, "recalled": 83, "queries": [ "pick up clothing", "return clothing", "clothing store", "clothes to return", "clothes to pick up", "clothing order" ], "blockRows": 47, "blockChars": 36294, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:31:46.174Z" } } }, { "id": "6d550036", "type": "multi-session", "question": "How many projects have I led or am currently leading?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following projects you've led or are currently leading:\n\n1. **New product feature launch in June (2023)** - Mentioned on 2023-05-28, you're planning to launch a new product feature and create a project timeline. You're leading a team of five engineers on this.\n\n2. **High-priority project completed two months ahead of schedule** - Mentioned on 2023-05-28, you completed this project two months ahead of time, which led to a significant increase in company revenue.\n\n3. **Ethereum Mexico community event** - Mentioned on 2023-05-27, you're part of the Ethereum México Community Team organizing a Web3 event created by the community for the community, with workshops and talks.\n\n**Total: 3 projects** (though the Ethereum Mexico event appears to be a community initiative rather than a work project you're solely leading, and the high-priority project was completed in the past rather than currently ongoing).\n\nThe clearest active project you're currently leading is the new product feature launch scheduled for June 2023 with your team of five engineers.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.012, "ms": 10271, "ingest": { "rows": 763, "ms": 163, "cached": 763 }, "recalled": 86, "queries": [ "projects I led", "projects I am leading", "project lead", "led the project", "managing the project", "my projects" ], "blockRows": 48, "blockChars": 36404, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:31:48.079Z" } } }, { "id": "gpt4_59c863d7", "type": "multi-session", "question": "How many model kits have I worked on or bought?", "answer": "I have worked on or bought five model kits. The scales of the models are: Revell F-15 Eagle (scale not mentioned), Tamiya 1/48 scale Spitfire Mk.V, 1/16 scale German Tiger I tank, 1/72 scale B-29 bomber, and 1/24 scale '69 Camaro.", "abstain": false, "mem": "on", "response": "# Model Kits You've Worked On or Bought\n\nBased on our conversations, here are the model kits you've mentioned:\n\n1. **1/72 scale B-29 bomber** - bought at a model show (2023-05-20)\n2. **1/24 scale '69 Camaro** - bought at a model show (2023-05-20)\n3. **Revell F-15 Eagle** - picked up during a trip to the hobby store in late April (2023-05-27)\n4. **1/16 scale German Tiger I tank** - started working on a diorama featuring this (2023-05-29)\n5. **Tamiya 1/48 scale Spitfire Mk.V** - recently finished (2023-05-30)\n\n**Total: 5 model kits**\n\nAll five kits are explicitly mentioned in the memory, so this count is complete based on our conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.472, "ms": 11851, "ingest": { "rows": 732, "ms": 158, "cached": 732 }, "recalled": 62, "queries": [ "bought model kit", "working on model kit", "ordered model kit", "assembled model kit", "new model kit", "model kit progress" ], "blockRows": 48, "blockChars": 36415, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:50.039Z" } } }, { "id": "b5ef892d", "type": "multi-session", "question": "How many days did I spend on camping trips in the United States this year?", "answer": "8 days.", "abstain": false, "mem": "on", "response": "I need to scan the memory for camping trips you've taken in the United States in 2023.\n\nFrom the excerpts, I found:\n\n1. **5-day camping trip to Yellowstone National Park** - taken last month (March 2023, based on the conversation dated 2023-04-29)\n2. **3-day solo camping trip to Big Sur** - taken in early April 2023\n\nThat's **8 days total** of camping trips in the United States that I can confirm from our conversations this year.\n\nHowever, I should note that you also mentioned a **7-day family road trip to Utah in February** where you did hiking and driving, but you specifically stated \"not camping for this time,\" so that doesn't count toward camping trips.\n\n**Total confirmed camping days in the US in 2023: 8 days** (5 days at Yellowstone + 3 days at Big Sur).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0294, "ms": 9396, "ingest": { "rows": 773, "ms": 147, "cached": 773 }, "recalled": 94, "queries": [ "camping trip USA", "camped in United States", "camping dates", "national park trip", "camping gear", "camping itinerary" ], "blockRows": 46, "blockChars": 36277, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:51.956Z" } } }, { "id": "e831120c", "type": "multi-session", "question": "How many weeks did it take me to watch all the Marvel Cinematic Universe movies and the main Star Wars films?", "answer": "3.5 weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found:\n\n**Marvel Cinematic Universe movies**: You watched all 22 MCU movies in about **two weeks** (mentioned on 2023-05-23).\n\n**Star Wars main films**: You watched all the main Star Wars films in **a week and a half** (mentioned on 2023-05-25).\n\nIf you're asking about watching both together, that would be approximately **3.5 weeks total** (two weeks for Marvel + one and a half weeks for Star Wars, with some overlap possible in timing).\n\nTo directly answer your question: **The Marvel movies took 2 weeks, and the Star Wars films took 1.5 weeks.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0588, "ms": 15648, "ingest": { "rows": 723, "ms": 179, "cached": 723 }, "recalled": 75, "queries": [ "Marvel Cinematic Universe movies", "MCU movies", "Star Wars films", "Star Wars movies", "watched Marvel", "watched Star Wars" ], "blockRows": 67, "blockChars": 36873, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:31:53.852Z" } } }, { "id": "3a704032", "type": "multi-session", "question": "How many plants did I acquire in the last month?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following plants you acquired:\n\n1. **Peace lily** - acquired on 2023-05-20 (from the conversation on that date)\n2. **Succulent plant** - acquired two weeks before 2023-05-24, which means around 2023-05-10\n3. **Snake plant** - acquired from your sister one month before 2023-05-25, which means around 2023-04-25\n\nHowever, I need to note that the snake plant was acquired about a month before May 25th, which places it just outside the \"last month\" window (which would be from approximately 2023-04-30 to 2023-05-30). \n\nCounting plants acquired in the last month (approximately April 30 - May 30):\n- Peace lily (2023-05-20)\n- Succulent plant (around 2023-05-10)\n\n**You acquired 2 plants in the last month**, though the snake plant was acquired just slightly before this period.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0149, "ms": 15733, "ingest": { "rows": 734, "ms": 112, "cached": 734 }, "recalled": 77, "queries": [ "bought a plant", "got a new plant", "purchased plant", "plant delivery", "added a plant", "new plant" ], "blockRows": 46, "blockChars": 36298, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:31:55.876Z" } } }, { "id": "gpt4_d84a3211", "type": "multi-session", "question": "How much total money have I spent on bike-related expenses since the start of the year?", "answer": "$185", "abstain": false, "mem": "on", "response": "Based on the MEMORY excerpts, I can identify the following bike-related expenses you've mentioned:\n\n1. **April 20th** - Bike tune-up (chain replacement): $25\n2. **April 20th** - New bike lights installation: $40\n3. **April 10th** - Bell Zephyr helmet from local bike shop: (amount not specified)\n4. **May 5th** - Considering a Saris Bones 2-Bike Trunk Rack: (price not mentioned, but you said you found \"a good deal\" and planned to order it next week)\n\nFrom the excerpts, I can confirm **$65 in documented expenses** (the tune-up at $25 plus bike lights at $40). However, the total is incomplete because:\n- The helmet purchase price on April 10th is not stated\n- The bike rack price is not specified in the excerpts\n\n**Total confirmed: $65 (chain replacement and bike lights only)**\n\nTo give you a complete picture, I would need the prices for the Bell Zephyr helmet and the Saris Bones 2-Bike Trunk Rack.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 14641, "ingest": { "rows": 752, "ms": 113, "cached": 752 }, "recalled": 108, "queries": [ "bike purchase", "bicycle repair", "bike accessories", "cycling gear", "bike maintenance", "bike parts" ], "blockRows": 48, "blockChars": 36064, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:31:57.757Z" } } }, { "id": "aae3761f", "type": "multi-session", "question": "How many hours in total did I spend driving to my three road trip destinations combined?", "answer": "15 hours for getting to the three destinations (or 30 hours for the round trip)", "abstain": false, "mem": "on", "response": "Based on the MEMORY, I can find information about your driving times to road trip destinations:\n\n1. **Outer Banks, North Carolina**: 4 hours (mentioned twice in the conversation on 2023-05-21)\n2. **Washington D.C.**: 6 hours (mentioned in the conversation on 2023-05-26)\n\nHowever, the excerpts do not contain information about a third road trip destination with a specified driving time. You discussed planning trips to Tybee Island (estimated 7-8 hours from Outer Banks), and a Grand Teton and Yellowstone Loop (estimated 18 hours from your hometown), but these appear to be planned trips rather than completed trips with confirmed driving times.\n\nBased on what is explicitly stated as completed trips:\n- Outer Banks: 4 hours\n- Washington D.C.: 6 hours\n\n**Total for two confirmed trips: 10 hours**\n\nIf you'd like me to include a third destination, please clarify which trip you're referring to, as the excerpts don't clearly indicate three completed road trips with specific driving hours.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0833, "ms": 19329, "ingest": { "rows": 725, "ms": 74, "cached": 725 }, "recalled": 120, "queries": [ "road trip destination 1 driving time", "road trip destination 2 driving time", "road trip destination 3 driving time", "how long did it take to drive", "hours spent driving", "road trip travel time" ], "blockRows": 51, "blockChars": 36727, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:31:59.746Z" } } }, { "id": "gpt4_f2262a51", "type": "multi-session", "question": "How many different doctors did I visit?", "answer": "I visited three different doctors: a primary care physician, an ENT specialist, and a dermatologist.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following doctors you visited or mentioned:\n\n1. **Dr. Lee** - dermatologist (mentioned on 2023-05-20 for a biopsy follow-up on a suspicious mole on your back)\n2. **Dr. Smith** - your primary care physician (mentioned on 2023-05-21 for a UTI diagnosis and antibiotics)\n3. **Dr. Patel** - ENT specialist (mentioned on 2023-05-22 for chronic sinusitis diagnosis)\n\n**Total: 3 different doctors**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2785, "ms": 11037, "ingest": { "rows": 739, "ms": 99, "cached": 739 }, "recalled": 132, "queries": [ "doctor", "physician", "medical appointment", "clinic", "hospital", "specialist" ], "blockRows": 67, "blockChars": 37034, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:01.624Z" } } }, { "id": "dd2973ad", "type": "multi-session", "question": "What time did I go to bed on the day before I had a doctor's appointment?", "answer": "2 AM", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you had a doctor's appointment at 10 AM last Thursday (which was 2023-05-18, since you mentioned this in a conversation on 2023-05-24).\n\nThe night before that appointment, you went to bed at 2 AM on Wednesday (2023-05-17). You mentioned this when discussing your energy levels: \"I didn't get to bed until 2 AM last Wednesday, which made Thursday morning a struggle.\"\n\nSo you went to bed at **2 AM** on Wednesday night, the evening before your Thursday doctor's appointment.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0449, "ms": 10241, "ingest": { "rows": 765, "ms": 100, "cached": 765 }, "recalled": 119, "queries": [ "doctor's appointment", "went to the doctor", "medical appointment", "went to bed", "bedtime", "slept at" ], "blockRows": 65, "blockChars": 37068, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:03.540Z" } } }, { "id": "c4a1ceb8", "type": "multi-session", "question": "How many different types of citrus fruits have I used in my cocktail recipes?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the citrus fruits you've used in your cocktail recipes:\n\n1. **Lime** - mentioned on 2023-05-21, 2023-05-25, 2023-05-30 (fresh lime juice in Daiquiris, Whiskey Sours, Cucumber Gimlets, and various summer cocktails)\n2. **Lemon** - mentioned on 2023-05-21, 2023-05-25, 2023-05-27, 2023-05-30 (lemon juice in Whiskey Sours, Collins drinks, Sangria, and garnishes)\n3. **Orange** - mentioned on 2023-05-21, 2023-05-27, 2023-05-30 (orange bitters, orange juice, orange slices in Sangria and Cava Spritz)\n4. **Grapefruit** - mentioned on 2023-05-25, 2023-05-30 (grapefruit juice in Whiskey Sours and grapefruit as a mixer/garnish option)\n\n**Total: 4 different types of citrus fruits** have been explicitly mentioned in your cocktail recipes.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0156, "ms": 9343, "ingest": { "rows": 738, "ms": 161, "cached": 738 }, "recalled": 67, "queries": [ "lemon cocktail", "lime cocktail", "orange cocktail", "grapefruit cocktail", "pomelo cocktail", "citrus cocktail" ], "blockRows": 52, "blockChars": 36174, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:05.632Z" } } }, { "id": "gpt4_a56e767c", "type": "multi-session", "question": "How many movie festivals that I attended?", "answer": "I attended four movie festivals.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the film festivals you attended:\n\n1. **Austin Film Festival** (2023-05-21) - You participated in the 48-hour film challenge here, where your team wrote, shot, and edited a short film within 48 hours.\n\n2. **Seattle International Film Festival** (2023-05-25) - You attended a screening of \"The Weight of Water\" and had a Q&A session with the director.\n\n3. **Portland Film Festival** (2023-05-25) - You volunteered at this festival, helping with event coordination, and also assisted with a masterclass workshop led by cinematographer Rachel Morrison.\n\n4. **AFI Fest in LA** (2023-05-26) - You attended a screening of \"Joker\" and participated in a Q&A session with Todd Phillips and Joaquin Phoenix.\n\n**Total: 4 film festivals attended** (though it's worth noting that your involvement varied - you both participated as a filmmaker and volunteered at some of these events).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0286, "ms": 9856, "ingest": { "rows": 736, "ms": 105, "cached": 736 }, "recalled": 91, "queries": [ "movie festival", "film festival", "attended a festival", "went to a film festival", "cinema festival", "film fest" ], "blockRows": 48, "blockChars": 36097, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:07.681Z" } } }, { "id": "6cb6f249", "type": "multi-session", "question": "How many days did I take social media breaks in total?", "answer": "17 days", "abstain": false, "mem": "on", "response": "Based on the excerpts from our past conversations, I can identify two social media breaks you mentioned:\n\n1. **Mid-January 2023**: A week-long break from social media (mentioned in conversation on 2023-03-14, session answer_a4204937_1)\n2. **Mid-February 2023**: A 10-day break from social media (mentioned in conversation on 2023-03-14, session answer_a4204937_2)\n\n**Total: 17 days** of social media breaks (7 days + 10 days)\n\nNote: There may be additional breaks you've taken that weren't mentioned in our conversations, so this count reflects only what you've explicitly stated.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0412, "ms": 9212, "ingest": { "rows": 719, "ms": 80, "cached": 719 }, "recalled": 98, "queries": [ "social media break", "digital detox", "off social media", "deleted instagram", "deleted facebook", "staying off twitter" ], "blockRows": 58, "blockChars": 36422, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:32:09.585Z" } } }, { "id": "46a3abf7", "type": "multi-session", "question": "How many tanks do I currently have, including the one I set up for my friend's kid?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you currently have **2 tanks**:\n\n1. **20-gallon community tank named \"Amazonia\"** - Your main tank set up on 2023-05-27, which contains neon tetras, harlequin rasboras, and platies.\n2. **1-gallon tank** - The small tank you set up for a friend's kid, which has a few guppies and some plants (mentioned on 2023-05-21).\n\nYou previously had a **5-gallon tank** with a betta fish named Finley that you got from your cousin, but this was your old tank that you've since upgraded from. The excerpts indicate you've moved on from that tank to your new 20-gallon setup.\n\n**Total current tanks: 2**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 9378, "ingest": { "rows": 764, "ms": 163, "cached": 764 }, "recalled": 93, "queries": [ "tanks", "fish tank", "aquarium", "set up tank for friend's kid", "bought a tank", "new aquarium" ], "blockRows": 46, "blockChars": 35994, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:11.576Z" } } }, { "id": "36b9f61e", "type": "multi-session", "question": "What is the total amount I spent on luxury items in the past few months?", "answer": "$2,500", "abstain": false, "mem": "on", "response": "I'll scan through the memory to find all your luxury purchases mentioned.\n\nFrom the conversations, here are the luxury items you've explicitly stated purchasing:\n\n1. **Luxury evening gown** (May 24) - $800\n2. **Gucci designer handbag** (May 25) - $1,200\n3. **High-end Italian designer leather boots** (May 28) - $500\n\n**Total: $2,500**\n\nThese are the three luxury purchases you've explicitly mentioned with specific amounts in our conversations. There may be other purchases you haven't shared details about, but based on what you've told me, your luxury spending in the past few months totals $2,500.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0412, "ms": 10991, "ingest": { "rows": 757, "ms": 198, "cached": 757 }, "recalled": 78, "queries": [ "luxury purchase", "bought expensive", "spent on luxury", "designer item", "high-end purchase", "luxury shopping" ], "blockRows": 50, "blockChars": 36269, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:13.610Z" } } }, { "id": "28dc39ac", "type": "multi-session", "question": "How many hours have I spent playing games in total?", "answer": "140 hours", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the games and playtimes you've explicitly mentioned:\n\n1. **Hyper Light Drifter** (2023-05-23): 5 hours\n2. **Celeste** (2023-05-27): 10 hours\n3. **The Last of Us Part II** (2023-05-25): 30 hours (hard difficulty)\n4. **The Last of Us Part II** (2023-05-29): 25 hours (normal difficulty)\n\n**Total: 70 hours**\n\nNote: The two playthroughs of The Last of Us Part II appear to be separate completions on different difficulty levels, so I've counted both. The excerpts also mention many other games you've been recommended or discussed, but these are the only ones where you explicitly stated how many hours you spent playing them.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.018, "ms": 11053, "ingest": { "rows": 691, "ms": 136, "cached": 691 }, "recalled": 99, "queries": [ "played games", "gaming hours", "hours spent gaming", "gameplay time", "how long I played", "gaming session" ], "blockRows": 56, "blockChars": 36130, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:15.465Z" } } }, { "id": "gpt4_2f8be40d", "type": "multi-session", "question": "How many weddings have I attended in this year?", "answer": "I attended three weddings. The couples were Rachel and Mike, Emily and Sarah, and Jen and Tom.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following weddings you've attended in 2023:\n\n1. **Your college roommate's wedding in the city** (date in 2023, mentioned on 2023-10-15) - rooftop garden ceremony with Emily and Sarah\n2. **Your cousin Rachel's wedding at a vineyard in August** (2023-10-15) - you were a bridesmaid\n3. **Your friend Jen's wedding at a rustic barn in the countryside** (last weekend before 2023-10-15, so early October 2023) - with her husband Tom\n4. **Your cousin Emily's wedding in the city** (2023-10-15) - rooftop garden ceremony overlooking the skyline\n5. **Your sister's wedding** (mentioned 2023-10-15) - you helped plan it together\n\n**Total: 5 weddings** attended in 2023 (though some of these may refer to the same events described differently - for example, \"college roommate's wedding\" and \"cousin Emily's wedding\" both mention a rooftop garden ceremony in the city, so they may be the same event).\n\nIf those two are indeed the same wedding, the confirmed total would be **4 distinct weddings** in 2023.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1215, "ms": 12286, "ingest": { "rows": 732, "ms": 105, "cached": 732 }, "recalled": 100, "queries": [ "wedding", "married", "marriage", "ceremony", "reception", "invited to a wedding" ], "blockRows": 51, "blockChars": 36140, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:17.440Z" } } }, { "id": "2e6d26dc", "type": "multi-session", "question": "How many babies were born to friends and family members in the last few months?", "answer": "5", "abstain": false, "mem": "on", "response": "# Babies Born to Friends and Family (Last Few Months)\n\nBased on our conversations, here are the babies born recently:\n\n1. **David's son, Jasper** — born a few weeks ago (before 2023-05-13)\n2. **Rachel's son, Max** — born in March 2023\n3. **Mike and Emma's daughter, Charlotte** — born around the same time as Max (around March 2023)\n4. **Aunt's twins, Ava and Lily** — born in April 2023\n\n**Total: 5 babies** (David's Jasper, Rachel's Max, Mike and Emma's Charlotte, and the twins Ava and Lily)\n\nNote: You also mentioned planning to add Sarah's adopted daughter Aaliyah and your neighbor's adopted dog Rocky's \"gotcha day\" to your calendar, but these are adoptions rather than births, so they're not included in the count of babies born.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0155, "ms": 8762, "ingest": { "rows": 742, "ms": 128, "cached": 742 }, "recalled": 108, "queries": [ "baby born", "new baby", "congratulations baby", "having a baby", "baby announcement", "born" ], "blockRows": 50, "blockChars": 36302, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:19.321Z" } } }, { "id": "gpt4_15e38248", "type": "multi-session", "question": "How many pieces of furniture did I buy, assemble, sell, or fix in the past few months?", "answer": "4", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the furniture pieces you bought, assembled, sold, or fixed:\n\n1. **Coffee table from West Elm** (bought) - mentioned on 2023-05-26\n2. **IKEA bookshelf** (assembled) - assembled about two months before 2023-05-29, so around late March 2023\n3. **Kitchen table** (fixed) - fixed the wobbly leg last weekend before 2023-05-26 (so around mid-May 2023)\n4. **IKEA scratch guards** (bought) - purchased on 2023-05-23 to protect furniture from Luna's scratching\n\n**Total: 4 furniture-related actions**\n\nHowever, I should note that the scratch guards are technically protective accessories rather than furniture pieces themselves. If you're counting only actual furniture items (table, bookshelf, coffee table), the count would be **3 pieces**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0171, "ms": 9412, "ingest": { "rows": 726, "ms": 136, "cached": 726 }, "recalled": 94, "queries": [ "bought furniture", "assembled furniture", "put together furniture", "sold furniture", "fixed furniture", "repaired furniture" ], "blockRows": 46, "blockChars": 36247, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:21.283Z" } } }, { "id": "88432d0a", "type": "multi-session", "question": "How many times did I bake something in the past two weeks?", "answer": "4", "abstain": false, "mem": "on", "response": "Let me scan through the memory for baking activities in the past two weeks (from 2023-05-16 to 2023-05-30).\n\nHere are the baking instances I found:\n\n1. **2023-05-20 (Sat)** – Apple pie in cast iron skillet\n2. **2023-05-21 (Sun)** – Sourdough bread (dense and heavy result)\n3. **2023-05-21 (Sun)** – Chocolate cake (successful)\n4. **2023-05-23 (Tue)** – Blue Cheese Chocolate Chip Cookies (for blog post)\n5. **2023-05-24 (Wed)** – Whole wheat baguette (successful with crispy crust tips discussed)\n6. **2023-05-24 (Wed)** – Batch of cookies using convection setting (last Thursday, which would be around 2023-05-25)\n7. **2023-05-28 (Sun)** – Chicken wings (not baking, but roasting)\n8. **2023-05-30 (Tue)** – Chocolate cake for sister's birthday party (last weekend, so around 2023-05-27)\n\n**Total baking projects in the past two weeks: 6** (apple pie, sourdough bread, chocolate cake, blue cheese chocolate chip cookies, whole wheat baguette, and convection cookies). Note: The chicken wings were roasted rather than baked, and the strawberry tart was discussed as a future plan but not yet completed.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0112, "ms": 9021, "ingest": { "rows": 741, "ms": 141, "cached": 741 }, "recalled": 117, "queries": [ "baked", "baking", "oven", "cake", "cookies", "bread" ], "blockRows": 49, "blockChars": 36299, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:23.191Z" } } }, { "id": "80ec1f4f", "type": "multi-session", "question": "How many different museums or galleries did I visit in the month of February?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following museum or gallery visits in February:\n\n1. **The Art Cube** - visited on February 15th (opening night of \"Disrupting Reality\" exhibition)\n2. **Natural History Museum** - visited on February 8th (with your niece)\n\nThat's **2 museums/galleries visited in February** that are explicitly mentioned in the excerpts.\n\nHowever, it's possible there were other visits not recorded in our conversations, so this count may be incomplete.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0278, "ms": 14514, "ingest": { "rows": 753, "ms": 81, "cached": 753 }, "recalled": 73, "queries": [ "museum February", "gallery February", "visited museum", "visited gallery", "art gallery February", "museum trip February" ], "blockRows": 59, "blockChars": 36349, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:25.178Z" } } }, { "id": "d23cf73b", "type": "multi-session", "question": "How many different cuisines have I learned to cook or tried out in the past few months?", "answer": "4", "abstain": false, "mem": "on", "response": "Let me scan through the conversations to identify the different cuisines you've learned to cook or tried out.\n\nFrom the memory excerpts, here are the cuisines you've engaged with:\n\n1. **Thai cuisine** (2023-05-21) - You heard about and discussed Pok Pok, a Thai restaurant in Portland\n2. **Italian cuisine** (2023-05-22) - Mentioned as a cookbook recommendation (\"The Essentials of Classic Italian Cooking\")\n3. **Ethiopian cuisine** (2023-05-24) - You tried a new Ethiopian restaurant and learned to make Misir Wot (Red Lentil Stew)\n4. **Indian cuisine** (2023-05-26) - You took a class on Indian cuisine and learned to make chicken tikka masala\n5. **Korean cuisine** (2023-05-29) - You tried Korean bibimbap from a cooking class recipe library, attended a fermentation workshop, and have been making kimchi\n6. **Japanese cuisine** (2023-05-24) - Mentioned Michelin-starred restaurants in Tokyo\n7. **Vegan cuisine** (2023-05-30) - You attended a class on vegan cuisine and learned to make vegan lasagna with cashew-based ricotta\n\nAdditionally, you attended a **fermentation workshop** where you learned to make sauerkraut and kimchi.\n\n**Total: At least 7 different cuisines** (Thai, Italian, Ethiopian, Indian, Korean, Japanese, and Vegan), plus fermentation techniques. Some may overlap (Korean cuisine includes the fermentation focus), but these represent distinct culinary explorations over the past few months.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0098, "ms": 15514, "ingest": { "rows": 752, "ms": 100, "cached": 752 }, "recalled": 121, "queries": [ "cooked", "tried a new recipe", "learned to cook", "cuisine", "new dish", "restaurant" ], "blockRows": 50, "blockChars": 36356, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:27.233Z" } } }, { "id": "gpt4_7fce9456", "type": "multi-session", "question": "How many properties did I view before making an offer on the townhouse in the Brookside neighborhood?", "answer": "I viewed four properties before making an offer on the townhouse in the Brookside neighborhood. The reasons I didn't make an offer on them were: the kitchen of the bungalow needed serious renovation, the property in Cedar Creek was out of my budget, the noise from the highway was a deal-breaker for the 1-bedroom condo, and my offer on the 2-bedroom condo was rejected due to a higher bid.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following properties you viewed before making an offer on the 3-bedroom townhouse in Brookside:\n\n1. **2-bedroom condo** - viewed on February 15th (offer rejected on February 17th)\n2. **3-bedroom bungalow in Oakwood neighborhood** - viewed on January 22nd\n3. **Property in Cedar Creek** - viewed on February 1st\n\nYou made an offer on the 3-bedroom townhouse in Brookside on February 25th, so these three properties were viewed before that date.\n\n**Total: 3 properties viewed before making an offer on the Brookside townhouse.**\n\nHowever, the excerpts mention \"I've been house hunting for a while,\" which suggests there may be additional properties you viewed that aren't explicitly listed in our conversations, so this count may be incomplete.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3409, "ms": 8838, "ingest": { "rows": 750, "ms": 167, "cached": 750 }, "recalled": 141, "queries": [ "Brookside townhouse offer", "viewed properties", "house hunting", "real estate agent", "property tour", "Brookside neighborhood" ], "blockRows": 47, "blockChars": 36324, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:29.263Z" } } }, { "id": "d682f1a2", "type": "multi-session", "question": "How many different types of food delivery services have I used recently?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following food delivery services you've mentioned using recently:\n\n1. **Domino's Pizza** - mentioned on 2023-05-22, you had it three times that week\n2. **Uber Eats** - mentioned on 2023-05-27, described as \"a lifesaver\" for your weekends\n3. **Fresh Fusion** - mentioned on 2023-05-30, a new service you found with pre-made meals\n\n**Total: 3 different food delivery services**\n\nHowever, it's worth noting that you've expressed interest in reducing your reliance on these services and cooking more healthy meals at home, as evidenced by your requests for recipe ideas and meal prep suggestions throughout these conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0185, "ms": 8490, "ingest": { "rows": 725, "ms": 142, "cached": 725 }, "recalled": 161, "queries": [ "Uber Eats", "DoorDash", "Grubhub", "Postmates", "Instacart", "food delivery" ], "blockRows": 66, "blockChars": 36851, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:31.231Z" } } }, { "id": "7024f17c", "type": "multi-session", "question": "How many hours of jogging and yoga did I do last week?", "answer": "0.5 hours", "abstain": false, "mem": "on", "response": "The excerpts do not contain information about how many hours of jogging and yoga you did last week.\n\nHowever, I can tell you what I know about your yoga practice from our conversations:\n\n- On 2023-05-22, you mentioned you \"used to practice yoga three times a week, each time for 2 hours, but [you've] been slacking off for this month.\"\n- You scheduled your yoga practice for **Monday, Wednesday, and Friday mornings at 7:00 am** (from your conversation on 2023-05-22).\n- You were planning to start with the \"Foundations of Yoga\" series on Down Dog and set reminders to help you stick to this schedule.\n\nHowever, the excerpts do not specify how many hours you actually completed last week (the week of 2023-05-22 to 2023-05-28), nor do they mention any jogging activity.\n\nTo give you an accurate answer, I would need more recent information about your actual practice sessions last week.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0129, "ms": 12688, "ingest": { "rows": 743, "ms": 164, "cached": 743 }, "recalled": 103, "queries": [ "jogging last week", "yoga last week", "ran last week", "did yoga last week", "jogging hours", "yoga hours" ], "blockRows": 53, "blockChars": 36173, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:33.199Z" } } }, { "id": "gpt4_5501fe77", "type": "multi-session", "question": "Which social media platform did I gain the most followers on over the past month?", "answer": "TikTok", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found about your follower gains:\n\n1. **Twitter**: You gained 120 followers over the past month (from 420 to 540) — mentioned on 2023-05-29\n2. **TikTok**: You gained around 200 followers over the past three weeks — mentioned on 2023-05-29\n3. **Facebook**: Your follower count has remained steady at around 800 — mentioned on 2023-05-30\n\n**TikTok is the platform where you gained the most followers** — approximately 200 followers over the past three weeks, which is faster growth than your Twitter gain of 120 followers over a month.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0217, "ms": 8194, "ingest": { "rows": 780, "ms": 155, "cached": 780 }, "recalled": 69, "queries": [ "followers count", "gained followers", "Instagram followers", "Twitter followers", "TikTok followers", "LinkedIn followers" ], "blockRows": 46, "blockChars": 36053, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:35.194Z" } } }, { "id": "gpt4_2ba83207", "type": "multi-session", "question": "Which grocery store did I spend the most money at in the past month?", "answer": "Thrive Market", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are your grocery store purchases from the past month:\n\n1. **Walmart** (2023-05-26): $120\n2. **Publix** (via Instacart, 2023-05-30): $60\n\nYou also made purchases at:\n- **Trader Joe's** (2023-05-29): $80 (split with your sister, so your share was $40)\n- **Thrive Market** (online order placed last month, before 2023-05-26): ~$150\n\nYou spent the most money at **Thrive Market** at approximately $150 for organic and sustainable products.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0519, "ms": 7996, "ingest": { "rows": 738, "ms": 71, "cached": 738 }, "recalled": 130, "queries": [ "grocery store", "supermarket", "spent", "bought", "receipt", "cost" ], "blockRows": 60, "blockChars": 36641, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:37.059Z" } } }, { "id": "2318644b", "type": "multi-session", "question": "How much more did I spend on accommodations per night in Hawaii compared to Tokyo?", "answer": "$270", "abstain": false, "mem": "on", "response": "Based on the MEMORY, I can answer this question:\n\n**Hawaii (Maui):** You booked a luxurious resort that costs over $300 per night.\n\n**Tokyo:** You stayed in a hostel that cost around $30 per night.\n\n**Difference:** $300 - $30 = $270 per night\n\nYou spent approximately **$270 more per night** on accommodations in Hawaii compared to Tokyo.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0385, "ms": 14120, "ingest": { "rows": 763, "ms": 85, "cached": 763 }, "recalled": 112, "queries": [ "Hawaii hotel cost", "Hawaii accommodation price", "Hawaii Airbnb", "Tokyo hotel cost", "Tokyo accommodation price", "Tokyo Airbnb" ], "blockRows": 60, "blockChars": 36492, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:39.067Z" } } }, { "id": "2ce6a0f2", "type": "multi-session", "question": "How many different art-related events did I attend in the past month?", "answer": "4", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, I can identify the following art-related events you attended in the past month (from approximately mid-February to March 8, 2023):\n\n1. **\"Art Afternoon\" event at the Children's Museum** – February 17th\n2. **\"Women in Art\" exhibition** – February 10th\n3. **Guided tour at the History Museum** – February 24th\n4. **Lecture on \"The Evolution of Street Art\" at the Art Gallery** – March 3rd\n\n**Total: 4 art-related events attended in the past month.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0282, "ms": 8274, "ingest": { "rows": 729, "ms": 139, "cached": 729 }, "recalled": 107, "queries": [ "art gallery", "museum", "exhibition", "painting class", "art show", "concert" ], "blockRows": 49, "blockChars": 36096, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:41.004Z" } } }, { "id": "gpt4_d12ceb0e", "type": "multi-session", "question": "What is the average age of me, my parents, and my grandparents?", "answer": "59.6", "abstain": false, "mem": "on", "response": "I can calculate the average age based on the information in our past conversations:\n\n**Your age:** 32 (turned 32 on February 12th, 2023)\n**Your mom:** 55\n**Your dad:** 58\n**Your grandparents:** Not specified in our conversations\n\nI have information about you and your parents, but the excerpts don't mention your grandparents' ages. \n\nWith just you and your parents:\n- Sum: 32 + 55 + 58 = 145\n- Average: 145 ÷ 3 = **approximately 48.3 years old**\n\nTo give you a complete average that includes your grandparents, I would need their ages, which aren't mentioned in our previous conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 10863, "ingest": { "rows": 741, "ms": 160, "cached": 741 }, "recalled": 79, "queries": [ "my age", "my father's age", "my mother's age", "my paternal grandfather's age", "my paternal grandmother's age", "my maternal grandparents' ages" ], "blockRows": 53, "blockChars": 36738, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:32:42.844Z" } } }, { "id": "00ca467f", "type": "multi-session", "question": "How many doctor's appointments did I go to in March?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following doctor's appointments you had in March:\n\n1. **March 3rd** - Appointment with your primary care physician, Dr. Smith, who diagnosed you with bronchitis\n2. **March 20th** - Follow-up appointment with your orthopedic surgeon, Dr. Thompson, regarding your knee healing\n\n**Total: 2 doctor's appointments in March 2023.**\n\nNote: The excerpts mention that you scheduled appointments with Dr. Smith and Dr. Johnson to discuss the numbness in your left hand, but the specific dates for those appointments are not provided. You also have an EMG test scheduled with Dr. Johnson on April 1st, which is outside of March.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0196, "ms": 11850, "ingest": { "rows": 748, "ms": 77, "cached": 748 }, "recalled": 119, "queries": [ "doctor appointment March", "dentist appointment March", "medical visit March", "physician March", "clinic March", "hospital March" ], "blockRows": 53, "blockChars": 36489, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:44.849Z" } } }, { "id": "b3c15d39", "type": "multi-session", "question": "How many days did it take for me to receive the new remote shutter release after I ordered it?", "answer": "5 days. 6 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you ordered a new remote shutter release on **February 5th** and it arrived on **February 10th**.\n\nFebruary 5th to February 10th = **5 days**\n\nSo it took 5 days for you to receive the new remote shutter release after you ordered it.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1132, "ms": 15519, "ingest": { "rows": 729, "ms": 182, "cached": 729 }, "recalled": 100, "queries": [ "ordered remote shutter release", "received remote shutter release", "remote shutter release delivery", "shutter release arrived", "shutter release order date", "shutter release shipping" ], "blockRows": 52, "blockChars": 37008, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:46.772Z" } } }, { "id": "gpt4_31ff4165", "type": "multi-session", "question": "How many health-related devices do I use in a day?", "answer": "4", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following health-related devices you use:\n\n1. **Fitbit Versa 3** - for tracking activity levels and sleep patterns (mentioned on 2023-05-27)\n2. **Fitbit** - for guided breathing sessions (mentioned on 2023-05-27)\n3. **Accu-Chek Aviva Nano system** - for testing blood sugar levels three times a day (mentioned on 2023-05-27)\n4. **Nebulizer machine** - for sinus pressure relief (mentioned on 2023-05-30)\n\nYou use **at least 4 health-related devices** in a day. However, it's worth noting that your Fitbit devices may be the same device (the Versa 3), so the distinct devices would be: the Fitbit Versa 3, the Accu-Chek Aviva Nano system, and the nebulizer machine—making it **3 distinct devices** that you regularly use.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0164, "ms": 15216, "ingest": { "rows": 705, "ms": 82, "cached": 705 }, "recalled": 121, "queries": [ "smartwatch", "fitness tracker", "blood pressure monitor", "glucose monitor", "heart rate monitor", "health device" ], "blockRows": 46, "blockChars": 36467, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:48.576Z" } } }, { "id": "eeda8a6d", "type": "multi-session", "question": "How many fish are there in total in both of my aquariums?", "answer": "17", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I can find about your fish:\n\n**20-gallon tank:**\n- 10 neon tetras\n- 5 golden honey gouramis\n- 1 small pleco catfish\n- Subtotal: 16 fish\n\n**10-gallon tank:**\n- 1 betta fish (Bubbles)\n- Subtotal: 1 fish\n\n**Total fish across both aquariums: 17 fish**\n\n(Note: This count is based on what you initially mentioned on 2023-05-22. You've discussed adding lemon tetras or zebra danios to the 20-gallon tank, but you haven't confirmed that you've actually added them yet, so I haven't included them in this total.)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0208, "ms": 16463, "ingest": { "rows": 761, "ms": 166, "cached": 761 }, "recalled": 76, "queries": [ "fish in aquarium", "bought fish", "added fish to tank", "number of fish", "first aquarium fish", "second aquarium fish" ], "blockRows": 58, "blockChars": 36366, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:50.537Z" } } }, { "id": "2788b940", "type": "multi-session", "question": "How many fitness classes do I attend in a typical week?", "answer": "5", "abstain": false, "mem": "on", "response": "Let me count the fitness classes you attend in a typical week based on the conversations:\n\n1. **BodyPump on Mondays** at 6:30 PM (mentioned on 2023-05-20 and 2023-05-30)\n2. **Zumba on Tuesdays** (mentioned on 2023-05-20)\n3. **Zumba on Thursdays** (mentioned on 2023-05-20)\n4. **Hip Hop Abs on Saturdays** at 10:00 AM (mentioned on 2023-05-30)\n5. **Yoga on Sundays** at 6:00 PM (mentioned on 2023-05-29)\n\n**Total: You attend 5 fitness classes in a typical week.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0233, "ms": 14405, "ingest": { "rows": 726, "ms": 140, "cached": 726 }, "recalled": 105, "queries": [ "fitness class", "gym class", "yoga", "pilates", "spin", "workout" ], "blockRows": 50, "blockChars": 36209, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:52.423Z" } } }, { "id": "60bf93ed", "type": "multi-session", "question": "How many days did it take for my laptop backpack to arrive after I bought it?", "answer": "5 days. 6 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you bought your laptop backpack on 1/15 and it arrived on 1/20.\n\n1/20 - 1/15 = 5 days\n\nIt took **5 days** for your laptop backpack to arrive after you purchased it.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.125, "ms": 10709, "ingest": { "rows": 740, "ms": 105, "cached": 740 }, "recalled": 121, "queries": [ "laptop backpack bought", "laptop backpack ordered", "backpack delivery", "backpack arrived", "backpack shipping", "backpack tracking" ], "blockRows": 64, "blockChars": 36733, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:54.250Z" } } }, { "id": "9d25d4e0", "type": "multi-session", "question": "How many pieces of jewelry did I acquire in the last two months?", "answer": "3", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, I can find the following jewelry pieces you acquired in the last two months (from approximately late March to late May 2023):\n\n1. **Emerald earrings** - acquired before 2023-05-21 (mentioned as \"new emerald earrings\" at a flea market)\n2. **Silver necklace with a small pendant** - acquired on 2023-04-15 (you mentioned \"I just got a new silver necklace with a small pendant on the 15th of last month\" in the conversation on 2023-05-28)\n3. **Engagement ring** - acquired approximately one month before 2023-05-28, so around late April 2023 (you mentioned \"I got it a month ago\" when discussing resizing)\n\n**Total: 3 pieces of jewelry acquired in the last two months.**\n\nNote: The emerald earrings' exact acquisition date is not specified in the excerpts, so it's possible this occurred outside the two-month window, but it was mentioned early in the conversations as a recent acquisition.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0142, "ms": 14929, "ingest": { "rows": 746, "ms": 87, "cached": 746 }, "recalled": 70, "queries": [ "bought jewelry", "purchased necklace", "bought ring", "bought earrings", "bought bracelet", "acquired jewelry" ], "blockRows": 50, "blockChars": 36080, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:56.405Z" } } }, { "id": "129d1232", "type": "multi-session", "question": "How much money did I raise in total through all the charity events I participated in?", "answer": "$5,850", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, here are all the charity events you participated in and the amounts you raised:\n\n1. **Charity walk** (conversation on 2023-05-01): $250\n2. **Charity yoga event** (conversation on 2023-05-01): $600\n3. **Bike-a-Thon for Cancer Research** (conversation on 2023-05-01): $5,000\n\n**Total amount raised: $5,850**\n\nYou've been incredibly active in supporting various causes! These fundraising efforts across education, animal welfare, and cancer research demonstrate a real commitment to making a difference in your community.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0471, "ms": 12391, "ingest": { "rows": 706, "ms": 65, "cached": 706 }, "recalled": 125, "queries": [ "charity event money raised", "fundraiser total", "donations collected", "amount raised for charity", "charity run total", "bake sale earnings" ], "blockRows": 48, "blockChars": 36540, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:32:58.362Z" } } }, { "id": "60472f9c", "type": "multi-session", "question": "How many projects have I been working on simultaneously, excluding my thesis?", "answer": "2", "abstain": false, "mem": "on", "response": "Looking through the memory, I can identify the following projects you've been working on simultaneously, excluding your Master's thesis in AI and healthcare:\n\n1. **Data Mining course project** (group project with a Bike Sharing dataset) - mentioned on 2023-05-25 and 2023-05-26\n2. **Database Systems course project** (group project) - mentioned on 2023-05-25 and 2023-05-28\n\nYou mentioned on 2023-05-25: \"I'm actually working on a Master's thesis in AI and healthcare, and I've been using Trello to manage my project. I've created separate boards for my thesis, Data Mining project, and Database Systems project.\"\n\n**Total: 2 projects** (not counting your thesis), though the memory does not provide details about whether there were any other projects you may have been working on.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0155, "ms": 9633, "ingest": { "rows": 735, "ms": 103, "cached": 735 }, "recalled": 119, "queries": [ "projects I'm working on", "current projects", "started a new project", "working on", "my projects", "active projects" ], "blockRows": 56, "blockChars": 36690, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:00.346Z" } } }, { "id": "gpt4_194be4b3", "type": "multi-session", "question": "How many musical instruments do I currently own?", "answer": "I currently own 4 musical instruments. I've had the Fender Stratocaster electric guitar for 5 years, the Yamaha FG800 acoustic guitar for 8 years, the 5-piece Pearl Export drum set for an unspecified amount of time, and the Korg B1 piano for 3 years.", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, I can identify the following musical instruments you currently own:\n\n1. **Pearl Export drum set** (mentioned 2023-05-22)\n2. **Korg B1 digital piano** (mentioned 2023-05-22, still owned as of 2023-05-30)\n3. **Guitar** (mentioned 2023-05-22 - you've been playing guitar for a while and taking guitar lessons)\n\nYou've also been considering purchasing a **ukulele** (discussed extensively in 2023-05-22 and 2023-05-30), but this appears to be a future purchase rather than something you currently own.\n\nSo based on the evidence in our conversations, you currently own **3 musical instruments**: a drum set, a digital piano, and a guitar. However, it's possible you may own other instruments that haven't been mentioned in our discussions.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2317, "ms": 9615, "ingest": { "rows": 718, "ms": 137, "cached": 718 }, "recalled": 126, "queries": [ "bought a guitar", "bought a piano", "bought a violin", "bought a drum", "bought a keyboard", "bought a flute" ], "blockRows": 62, "blockChars": 36458, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:02.306Z" } } }, { "id": "a9f6b44c", "type": "multi-session", "question": "How many bikes did I service or plan to service in March?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following bikes you serviced or planned to service in March:\n\n1. **Road bike** - serviced at Pedal Power on March 10th, 2023 (brake pads and cables replaced)\n2. **Road bike** - chain cleaned and lubricated on March 2nd, 2023\n3. **Commuter bike (hybrid)** - planning to replace front tire in March 2023 (before April comes)\n\nHowever, I should note that items 1 and 2 refer to the same road bike at different times. So you have:\n\n- **1 road bike** with two separate maintenance activities in March (March 2nd and March 10th)\n- **1 commuter/hybrid bike** with a planned tire replacement in March\n\n**Total: 2 bikes with March maintenance or planned maintenance.**\n\nThe excerpts do not specify whether you actually completed the commuter bike tire replacement in March or if it was only planned.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0149, "ms": 12754, "ingest": { "rows": 728, "ms": 133, "cached": 728 }, "recalled": 69, "queries": [ "serviced bike March", "plan to service bike March", "bike maintenance March", "bike repair March", "scheduled bike service March", "fixed bike March" ], "blockRows": 55, "blockChars": 36448, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:04.390Z" } } }, { "id": "d851d5ba", "type": "multi-session", "question": "How much money did I raise for charity in total?", "answer": "$3,750", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are all the charity fundraising amounts you've explicitly stated:\n\n1. **Charity bake sale** (2023-03-20): $1,000 for the local children's hospital\n2. **\"Run for Hunger\" charity event** (March 12, 2023): $250 for a local food bank\n3. **Charity fitness challenge** (February 2023): $500 for the American Cancer Society\n4. **Local animal shelter** (January 20, 2023): $2,000\n5. **Music benefit concert** (April, date unclear): $5,000+ for the local music education program\n\n**Total: $8,750+**\n\nNote: The music benefit concert amount is listed as \"over $5,000,\" so the actual total may be higher than $8,750. Also, you mentioned planning to set up a Facebook Fundraiser for your next charity run to support a local food bank, but that appears to be a future goal rather than a completed fundraising effort.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0303, "ms": 9547, "ingest": { "rows": 792, "ms": 119, "cached": 792 }, "recalled": 79, "queries": [ "charity donation", "raised money", "fundraiser total", "donated to", "amount raised", "charity goal" ], "blockRows": 52, "blockChars": 36015, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:06.467Z" } } }, { "id": "5a7937c8", "type": "multi-session", "question": "How many days did I spend participating in faith-related activities in December?", "answer": "3 days.", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, I can identify the following faith-related activities you participated in during December:\n\n1. **December 10th** - Helped at the church's annual holiday food drive, sorting donations and packing boxes for families in need.\n2. **December 17th** - Led a Bible study on the book of Matthew at your church.\n3. **December 24th** - Attended midnight mass at St. Mary's Church with your family on Christmas Eve.\n\nBased on the excerpts, you participated in faith-related activities on **3 days in December**.\n\nHowever, I should note that the excerpts only explicitly mention these three dates. There may have been other faith-related activities during December that weren't discussed in our conversations, so this count is based only on what was stated.\n\n**Answer: You participated in faith-related activities on 3 days in December** (December 10th, 17th, and 24th).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.029, "ms": 11626, "ingest": { "rows": 670, "ms": 95, "cached": 670 }, "recalled": 101, "queries": [ "December church", "December prayer", "December temple", "December faith", "December religious", "December meditation" ], "blockRows": 49, "blockChars": 36443, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:08.477Z" } } }, { "id": "gpt4_ab202e7f", "type": "multi-session", "question": "How many kitchen items did I replace or fix?", "answer": "I replaced or fixed five items: the kitchen faucet, the kitchen mat, the toaster, the coffee maker, and the kitchen shelves.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the kitchen items you replaced or fixed:\n\n1. **Kitchen shelves** - Fixed last weekend (mentioned on 2023-05-20)\n2. **Kitchen mat** - Replaced with a new IKEA one (mentioned on 2023-05-21)\n3. **Old toaster** - Replaced with a toaster oven (mentioned on 2023-05-26)\n4. **Kitchen faucet** - Replaced with a new Moen touchless sensor faucet last Sunday (mentioned on 2023-05-28)\n5. **Old coffee maker** - Donated to Goodwill and replaced with a fancy espresso machine from your sister (mentioned on 2023-05-30)\n\n**Total: 5 kitchen items replaced or fixed.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2569, "ms": 9600, "ingest": { "rows": 726, "ms": 64, "cached": 726 }, "recalled": 91, "queries": [ "replaced kitchen", "fixed kitchen", "bought new kitchen appliance", "repaired kitchen", "kitchen sink fix", "new cookware" ], "blockRows": 62, "blockChars": 36570, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:10.580Z" } } }, { "id": "gpt4_e05b82a6", "type": "multi-session", "question": "How many times did I ride rollercoasters across all the events I attended from July to October?", "answer": "10 times", "abstain": false, "mem": "on", "response": "Let me go through the memory to find all the rollercoaster rides you mentioned from July to October.\n\n**July:**\n- At SeaWorld San Diego in July: Mako, Kraken, and Manta rollercoasters (3 rides in one night)\n\n**September:**\n- At Disneyland on September 24th during Mickey's Halloween Party: Space Mountain: Ghost Galaxy (3 times in a row)\n\n**October:**\n- At Knott's Berry Farm on October 8th: Xcelerator (1 ride)\n- At Universal Studios Hollywood on October 15th: Revenge of the Mummy (3 times in a row)\n\n**Total count:**\n- SeaWorld San Diego (July): 3 rides\n- Disneyland (September 24th): 3 rides\n- Knott's Berry Farm (October 8th): 1 ride\n- Universal Studios Hollywood (October 15th): 3 rides\n\n**Total: 10 rollercoaster rides across all events from July to October.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0336, "ms": 17245, "ingest": { "rows": 745, "ms": 151, "cached": 745 }, "recalled": 84, "queries": [ "rollercoaster July", "rollercoaster August", "rollercoaster September", "rollercoaster October", "amusement park July to October", "theme park July to October" ], "blockRows": 54, "blockChars": 36416, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:12.650Z" } } }, { "id": "gpt4_731e37d7", "type": "multi-session", "question": "How much total money did I spend on attending workshops in the last four months?", "answer": "$720", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the workshops you attended with specified costs in the last four months (roughly from late October 2022 to late February 2023):\n\n1. **Writing workshop** (November 2022, literary festival): $200\n2. **Mindfulness workshop** (December 12, 2022, yoga studio): $20\n3. **Entrepreneurship workshop** (January 2023, coworking space downtown): No cost mentioned\n4. **Photography workshop** (February 22, 2023, local studio): Free event\n5. **Digital marketing workshop** (March 15-16, 2023): $500\n\n**Total from workshops with specified costs: $720**\n\nHowever, note that:\n- The entrepreneurship workshop in January had no cost listed in the excerpts\n- The photography workshop on February 22 was free\n- The digital marketing workshop on March 15-16 falls outside the four-month window if we're counting from late October (it's in March)\n- The excerpts mention you attended \"five workshops in the last three months\" at one point, but don't provide costs for all of them\n\n**The total you spent on workshops with clear costs is $720** (writing $200 + mindfulness $20 + digital marketing $500).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0123, "ms": 14902, "ingest": { "rows": 756, "ms": 90, "cached": 756 }, "recalled": 88, "queries": [ "workshop cost", "paid for workshop", "workshop fee", "workshop price", "workshop registration", "workshop ticket" ], "blockRows": 51, "blockChars": 36527, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:33:14.541Z" } } }, { "id": "edced276", "type": "multi-session", "question": "How many days did I spend in total traveling in Hawaii and in New York City?", "answer": "15 days", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are your travel days:\n\n**New York City**: You took a solo trip to New York City for **5 days** (mentioned on 2023-05-21).\n\n**Hawaii**: You took an island-hopping trip to Hawaii with your family for **10 days** (mentioned on 2023-05-24).\n\n**Total: 15 days** spent traveling in Hawaii and New York City combined.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0656, "ms": 16337, "ingest": { "rows": 732, "ms": 112, "cached": 732 }, "recalled": 109, "queries": [ "Hawaii trip dates", "how long was I in Hawaii", "New York City trip dates", "how long was I in NYC", "Hawaii travel itinerary", "New York City travel itinerary" ], "blockRows": 59, "blockChars": 36794, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:16.533Z" } } }, { "id": "10d9b85a", "type": "multi-session", "question": "How many days did I spend attending workshops, lectures, and conferences in April?", "answer": "3 days", "abstain": false, "mem": "on", "response": "Based on the MEMORY excerpts, I can identify the following workshops, lectures, and conferences you attended in April:\n\n1. **Workshop on April 17-18**: You attended a 2-day workshop on standardization, normalization, supervised learning, and deep learning (from conversation session answer_e0585cb5_1).\n\n2. **Lecture on April 10**: You attended a lecture on sustainable development at the public library (from conversation session answer_e0585cb5_2).\n\nThat accounts for **3 days total** in April:\n- April 10: 1 day (sustainable development lecture)\n- April 17-18: 2 days (machine learning workshop)\n\n**Total: 3 days spent at workshops, lectures, and conferences in April.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0412, "ms": 17135, "ingest": { "rows": 720, "ms": 157, "cached": 720 }, "recalled": 107, "queries": [ "April workshop", "April lecture", "April conference", "attended workshop April", "attended lecture April", "attended conference April" ], "blockRows": 51, "blockChars": 37124, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:18.421Z" } } }, { "id": "e3038f8c", "type": "multi-session", "question": "How many rare items do I have in total?", "answer": "99", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the rare items you have mentioned:\n\n1. **57 rare records** (mentioned on 2023-05-22)\n2. **5 rare books** (mentioned on 2023-05-22)\n3. **25 rare coins** (mentioned on 2023-05-23)\n\nYou have also mentioned:\n- A **rare 1967 pressing of The Beatles' Sgt. Pepper's Lonely Hearts Club Band** (mentioned on 2023-05-25), which you sold for a profit\n- **Rare figurines** (mentioned on 2023-05-22, but no specific count given)\n- **Your grandmother's antique vase** (mentioned on 2023-05-22, but no specific count given)\n\n**Total count of items with specific numbers: 87 items** (57 records + 5 books + 25 coins)\n\nThe excerpts do not provide specific counts for the rare figurines or the antique vase, so these may represent additional items not included in the total above.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 9409, "ingest": { "rows": 715, "ms": 135, "cached": 715 }, "recalled": 61, "queries": [ "rare item", "found a rare", "obtained rare", "collected rare", "rare loot", "rare gear" ], "blockRows": 48, "blockChars": 36256, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:20.268Z" } } }, { "id": "2b8f3739", "type": "multi-session", "question": "What is the total amount of money I earned from selling my products at the markets?", "answer": "$495", "abstain": false, "mem": "on", "response": "Based on the conversations in my memory, here are all your market sales:\n\n1. **Homemade and Handmade Market (May 29th)**: 15 jars of jam sold for $225\n2. **Farmers' Market (May 15th)**: 12 bunches of fresh organic herbs sold for $120\n3. **Summer Solstice Market (date not specified, but in 2023)**: 20 potted herb plants sold at $7.50 each = $150\n\n**Total earnings: $495**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0313, "ms": 10382, "ingest": { "rows": 742, "ms": 84, "cached": 742 }, "recalled": 81, "queries": [ "market sales", "sold at market", "earnings from market", "market revenue", "market profit", "money made at market" ], "blockRows": 47, "blockChars": 36356, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:22.227Z" } } }, { "id": "1a8a66a6", "type": "multi-session", "question": "How many magazine subscriptions do I currently have?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you currently have **1 active magazine subscription**:\n\n1. **The New Yorker** - subscribed in early February 2023\n\nYou also had subscriptions that you've since cancelled:\n- **Forbes magazine** - cancelled in early March 2023\n- **National Geographic** - you purchased an issue on March 15th, but this appears to be a single purchase rather than an active subscription\n\nSo your current active subscription is **The New Yorker**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 13882, "ingest": { "rows": 765, "ms": 138, "cached": 765 }, "recalled": 109, "queries": [ "magazine subscription", "subscribed to magazine", "renewed magazine", "monthly magazine", "quarterly magazine", "magazine delivery" ], "blockRows": 55, "blockChars": 37019, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:24.200Z" } } }, { "id": "c2ac3c61", "type": "multi-session", "question": "How many online courses have I completed in total?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the online courses you've completed:\n\n1. **On edX** - 2 courses (mentioned in conversation on 2023-05-30: \"I've completed two courses on edX so far\")\n2. **On Coursera** - Some courses completed (mentioned in conversation on 2023-05-23: \"I've already completed some courses on Coursera\")\n\nThe excerpts explicitly state you've completed **2 courses on edX**. However, the exact number of courses completed on Coursera is not specified—the memory only says you've completed \"some courses,\" without giving a specific number.\n\n**Total confirmed: At least 2 courses (on edX), plus an unspecified number on Coursera.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 8932, "ingest": { "rows": 782, "ms": 172, "cached": 782 }, "recalled": 102, "queries": [ "completed online course", "finished course", "certificate received", "course completion", "done with course", "completed certification" ], "blockRows": 49, "blockChars": 36215, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:26.068Z" } } }, { "id": "bf659f65", "type": "multi-session", "question": "How many music albums or EPs have I purchased or downloaded?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following music albums or EPs you've purchased or downloaded:\n\n1. **\"Happier Than Ever\" by Billie Eilish** (2023-05-20) - Downloaded on Spotify\n2. **\"Midnight Sky\" EP by The Whiskey Wanderers** (2023-05-20 and 2023-05-26) - Purchased at a festival merchandise booth\n\nHowever, I should note that the assistant has repeatedly indicated that The Whiskey Wanderers is not a real band and \"Midnight Sky\" is not a real EP. The only confirmed real album/EP you've downloaded is **Billie Eilish's \"Happier Than Ever\"**.\n\nAdditionally, you mentioned getting **a Tame Impala vinyl signed** after a show at Red Rocks Amphitheatre (2023-05-26), though this appears to be a physical purchase rather than a download.\n\n**Total confirmed: 1 real album/EP downloaded** (Billie Eilish's \"Happier Than Ever\"), plus one signed vinyl record purchased.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 11248, "ingest": { "rows": 750, "ms": 125, "cached": 750 }, "recalled": 93, "queries": [ "purchased album", "downloaded album", "bought EP", "downloaded EP", "music purchase", "new album" ], "blockRows": 50, "blockChars": 36459, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:28.064Z" } } }, { "id": "gpt4_372c3eed", "type": "multi-session", "question": "How many years in total did I spend in formal education from high school to the completion of my Bachelor's degree?", "answer": "10 years", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the details about your formal education:\n\n1. **High School**: Arcadia High School from 2010 to 2014 = **4 years**\n2. **Associate's Degree**: Associate's degree in Computer Science from Pasadena City College (PCC) in May 2016 = **2 years** (starting from 2014)\n3. **Bachelor's Degree**: Bachelor's in Computer Science from UCLA, completed in 2020 = **4 years** (starting from 2016)\n\n**Total time from high school to Bachelor's degree completion**: 2010 to 2020 = **10 years**\n\nHowever, this includes the time between high school graduation (2014) and starting at PCC, plus the time at PCC and UCLA. If you're asking specifically about the years spent *in formal education* (not counting any gaps), the breakdown is:\n- High school: 4 years (2010-2014)\n- PCC: 2 years (2014-2016)\n- UCLA: 4 years (2016-2020)\n\n**Total: 10 years of formal education from high school through Bachelor's degree completion.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.027, "ms": 10262, "ingest": { "rows": 725, "ms": 110, "cached": 725 }, "recalled": 118, "queries": [ "high school graduation date", "started high school", "started college", "Bachelor's degree completion date", "graduated college", "university degree date" ], "blockRows": 49, "blockChars": 36959, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:29.883Z" } } }, { "id": "gpt4_2f91af09", "type": "multi-session", "question": "How many total pieces of writing have I completed since I started writing again three weeks ago, including short stories, poems, and pieces for the writing challenge?", "answer": "23", "abstain": false, "mem": "on", "response": "Let me scan through the memory for all your completed writing pieces over the past three weeks.\n\nFrom the conversations, here's what I can find:\n\n1. **17 poems** - Written in the past two weeks (mentioned on 2023-05-21)\n2. **5 short stories** - Completed so far (mentioned on 2023-05-28)\n3. **1 writing challenge piece** - \"The Smell of Old Books\" in response to the \"Forgotten Memories\" prompt (mentioned on 2023-05-30)\n\nHowever, the excerpts don't clarify the exact timeline. You mentioned writing 17 poems \"in the past two weeks\" on 2023-05-21, and you said you've written \"five short stories so far\" on 2023-05-28, but it's unclear if these were all written within the three-week period you're asking about or if some were written earlier.\n\nBased on the pieces explicitly stated in the conversations, I can count at least **23 pieces** (17 poems + 5 short stories + 1 writing challenge piece), but the exact timeline and whether all of these fall within your three-week window isn't completely clear from the excerpts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0118, "ms": 15523, "ingest": { "rows": 769, "ms": 150, "cached": 769 }, "recalled": 112, "queries": [ "short stories completed", "poems written", "writing challenge entries", "finished writing", "completed pieces", "writing progress" ], "blockRows": 48, "blockChars": 36117, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:31.764Z" } } }, { "id": "81507db6", "type": "multi-session", "question": "How many graduation ceremonies have I attended in the past three months?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following graduation ceremonies you attended in the past three months (since today is 2023-07-21, that's from approximately 2023-04-21 onwards):\n\n1. **Emma's preschool graduation** – about two months ago (mentioned in conversation on 2023-07-21, session answer_da3c1266_1) = approximately mid-May 2023\n2. **Jack's eighth grade graduation ceremony** – last month (mentioned in conversation on 2023-07-21, session answer_da3c1266_4) = approximately mid-June 2023\n3. **Rachel's master's degree graduation ceremony** – a couple of weeks ago (mentioned in conversation on 2023-07-21, session answer_da3c1266_2) = approximately early July 2023\n4. **Alex's graduation from a leadership development program** – a few weeks ago (mentioned in conversation on 2023-07-21, session answer_da3c1266_5) = approximately early-to-mid July 2023\n\n**Total: 4 graduation ceremonies** attended in the past three months (though you mentioned feeling guilty about *missing* your nephew Jack's ceremony, so technically you attended 3 and missed 1).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0123, "ms": 9448, "ingest": { "rows": 766, "ms": 158, "cached": 766 }, "recalled": 100, "queries": [ "graduation ceremony", "grad ceremony", "commencement", "attended graduation", "went to graduation", "graduation party" ], "blockRows": 62, "blockChars": 37134, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:33.700Z" } } }, { "id": "88432d0a_abs", "type": "multi-session", "question": "How many times did I bake egg tarts in the past two weeks?", "answer": "The information provided is not enough. You did not mention baking egg tarts.", "abstain": true, "mem": "on", "response": "I've scanned through all the conversations in MEMORY, and I don't find any mention of you baking egg tarts in the past two weeks or at any other time.\n\nThe excerpts do not contain information about egg tarts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9014, "ingest": { "rows": 760, "ms": 144, "cached": 760 }, "recalled": 112, "queries": [ "baked egg tarts", "making egg tarts", "egg tart recipe", "oven egg tarts", "baked tarts", "egg tart batch" ], "blockRows": 52, "blockChars": 36326, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:35.660Z" } } }, { "id": "80ec1f4f_abs", "type": "multi-session", "question": "How many different museums or galleries did I visit in December?", "answer": "0. You did not mention visitng any museum in December", "abstain": true, "mem": "on", "response": "Based on my review of all the conversations in MEMORY, I cannot find any information about museums or galleries you visited in December. \n\nThe museums and galleries mentioned in our conversations are:\n- The Natural History Museum (visited on 2/8 with your niece)\n- The Modern Art Museum (visited in January for a guided workshop)\n- The Art Cube (visited on 2/15 for the \"Disrupting Reality\" exhibition opening)\n\nAll of these visits occurred in January or February, not December.\n\n**Answer: No museums or galleries from December are mentioned in our conversation history.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15844, "ingest": { "rows": 731, "ms": 75, "cached": 731 }, "recalled": 85, "queries": [ "museum December", "gallery December", "visited museum", "visited gallery", "art gallery December", "museum trip December" ], "blockRows": 49, "blockChars": 36235, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:37.562Z" } } }, { "id": "eeda8a6d_abs", "type": "multi-session", "question": "How many fish are there in my 30-gallon tank?", "answer": "The information provided is not enough. You did not mention that you have a 30-gallon tank.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about a 30-gallon tank. \n\nHowever, I do have information about your **20-gallon tank**, which currently has:\n- 10 neon tetras\n- 5 golden honey gouramis\n- 1 small pleco catfish\n\nThis totals **16 fish** in your 20-gallon tank (mentioned on 2023-05-28).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 10528, "ingest": { "rows": 715, "ms": 74, "cached": 715 }, "recalled": 72, "queries": [ "30-gallon tank", "bought fish", "added fish", "fish count", "fish species", "aquarium setup" ], "blockRows": 48, "blockChars": 36360, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:39.491Z" } } }, { "id": "60bf93ed_abs", "type": "multi-session", "question": "How many days did it take for my iPad case to arrive after I bought it?", "answer": "The information provided is not enough. You did not mention buying an iPad case.", "abstain": true, "mem": "on", "response": "I've scanned through all the conversations in my memory, but I don't find any information about you purchasing an iPad case or when it arrived. The excerpts do not contain details about an iPad case purchase or delivery timeline.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 8440, "ingest": { "rows": 762, "ms": 150, "cached": 762 }, "recalled": 107, "queries": [ "iPad case order date", "iPad case delivery date", "iPad case arrived", "bought iPad case", "iPad case shipping", "iPad case received" ], "blockRows": 47, "blockChars": 37092, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:41.578Z" } } }, { "id": "edced276_abs", "type": "multi-session", "question": "How many days did I spend in total traveling in Hawaii and in Seattle?", "answer": "The information provided is not enough. You mentioned traveling for 10 days in Hawaii but did not mention abything about the trip to Seattle.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I can find information about your Hawaii trip, but not about Seattle.\n\n**Hawaii:** You took a 10-day island-hopping trip to Hawaii with your family (mentioned on 2023-05-23).\n\n**Seattle:** The excerpts do not contain any information about a trip to Seattle.\n\nSo from what's in the memory, I can confirm you spent **10 days in Hawaii**, but I cannot determine how many days you spent in Seattle, as there is no mention of that trip in our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15551, "ingest": { "rows": 787, "ms": 91, "cached": 787 }, "recalled": 114, "queries": [ "Hawaii trip dates", "how long was I in Hawaii", "Seattle trip dates", "how long was I in Seattle", "Hawaii travel itinerary", "Seattle travel itinerary" ], "blockRows": 48, "blockChars": 36467, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:43.439Z" } } }, { "id": "gpt4_372c3eed_abs", "type": "multi-session", "question": "How many years in total did I spend in formal education from high school to the completion of my Master's degree?", "answer": "The information provided is not enough. You mentioned 4 years in high school (2010-2014), 2 years at PCC (2014-2016), and 4 years at UCLA (2016-2020). But you didn't mention the number of years you spend getting the Master's degree", "abstain": true, "mem": "on", "response": "Based on the excerpts, I can piece together your formal education timeline:\n\n1. **High School**: You attended Arcadia High School from 2010 to 2014 → **4 years**\n2. **Associate's Degree**: You earned an Associate's degree in Computer Science from Pasadena City College (PCC) in May 2016 → approximately **2 years** (from 2014 to 2016)\n3. **Bachelor's Degree**: You graduated with a Bachelor's in Computer Science from UCLA in 2020 → **4 years** (from 2016 to 2020)\n\nHowever, the excerpts do not contain information about whether you have completed a Master's degree. You mentioned you were *considering* pursuing a Master's degree in Computer Science and discussed various programs in California, but there is no confirmation that you have finished or are currently enrolled in a Master's program.\n\n**Total formal education from high school through Bachelor's degree: 10 years** (2010–2020).\n\nTo answer your question about a Master's degree, I would need information about your enrollment and completion status, which is not included in the excerpts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 19708, "ingest": { "rows": 756, "ms": 81, "cached": 756 }, "recalled": 112, "queries": [ "high school graduation date", "college start date", "undergraduate degree completion", "Bachelor's degree graduation", "Master's degree start date", "Master's degree completion" ], "blockRows": 55, "blockChars": 36967, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:45.360Z" } } }, { "id": "8a2466db", "type": "single-session-preference", "question": "Can you recommend some resources where I can learn more about video editing?", "answer": "The user would prefer responses that suggest resources specifically tailored to Adobe Premiere Pro, especially those that delve into its advanced settings. They might not prefer general video editing resources or resources related to other video editing software.", "abstain": false, "mem": "on", "response": "Based on our past conversations, I can see you're already quite experienced with Adobe Premiere Pro! You've been exploring advanced settings like the Lumetri Color Panel, Curves panel, and color grading techniques.\n\nHere are some resources to deepen your video editing knowledge:\n\n**Online Courses and Tutorials:**\n\n1. **Adobe Premiere Pro Official Tutorials**: Adobe's official documentation and video tutorials are excellent for learning new features and advanced techniques.\n2. **YouTube Channels** (which you've already explored):\n * **Premiere Bro**: Excellent for Premiere Pro tutorials and tips\n * **Video Copilot**: Known for effects and motion graphics\n * **Adobe Creative Cloud**: Official tutorials from Adobe\n3. **Udemy, LinkedIn Learning, and Skillshare**: These platforms offer comprehensive video editing courses at various skill levels.\n\n**Communities and Forums:**\n\n1. **Reddit's r/premierepro**: A great community for asking questions and sharing your work\n2. **Adobe's Premiere Pro Forum**: Official support and community discussions\n3. **CreativeCow**: A professional community for video editors and motion graphics artists\n\n**Books:**\n\n1. **\"Premiere Pro Classroom in a Book\"** by Adobe: A structured learning resource\n2. **\"The Filmmaker's Handbook\"**: Covers broader video production and editing concepts\n\nGiven your interest in color grading and your experience with the Lumetri Color Panel, you might also want to explore dedicated color grading courses or resources that focus on cinema-grade color work.\n\nWhat specific area of video editing would you like to focus on next?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1298, "ms": 15672, "ingest": { "rows": 752, "ms": 116, "cached": 752 }, "recalled": 110, "queries": [ "video editing resources", "learn video editing", "video editing courses", "video editing tutorials", "best software for video editing", "video editing tips" ], "blockRows": 51, "blockChars": 36670, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:47.269Z" } } }, { "id": "06878be2", "type": "single-session-preference", "question": "Can you suggest some accessories that would complement my current photography setup?", "answer": "The user would prefer suggestions of Sony-compatible accessories or high-quality photography gear that can enhance their photography experience. They may not prefer suggestions of other brands' equipment or low-quality gear.", "abstain": false, "mem": "on", "response": "# Photography Accessories Recommendations\n\nBased on what I know about your photography setup from our past conversations, here are some accessory recommendations:\n\n## Your Current Setup\nYou own:\n- **Sony A7R IV** camera\n- **Sony 24-70mm f/2.8** lens\n- **Gitzo GT3543LS** tripod (you were interested in this)\n\n## Recommended Accessories\n\n**Flash/Lighting:**\nSince we discussed camera flashes earlier, you were leaning towards the **Godox V1** flash. This is an excellent complement to your A7R IV setup.\n\n**Protection & Storage:**\n- **Camera bag**: We started discussing camera bags designed for Sony cameras. Given your gear (A7R IV, 24-70mm lens, Godox V1 flash, and tripod), I'd recommend a backpack-style bag from brands like **Think Tank Photo**, **Peak Design**, **F-Stop Gear**, or **Lowepro** that can accommodate your camera body, lenses, flash, and accessories.\n- **Flash case**: You were interested in cases for the Godox V1 — the **Godox V1 Hard Case** ($25), **Think Tank Photo Flash Pouch** ($15), or a **Nanuk 915 Hard Case** ($40) would all work well.\n\n**Power & Batteries:**\nAn external battery pack like the **Anker PowerCore 20000 PD** ($60) would be useful for charging your A7R IV and other devices during shoots.\n\n**Other Useful Accessories:**\n- **ND filters** for your 24-70mm lens (for controlling depth of field and motion blur)\n- **Circular polarizer filter** for enhanced colors and reduced reflections\n- **Remote shutter release** for stable shots with your Gitzo tripod\n\nWhat specific type of photography are you most focused on? That would help me give more targeted recommendations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1119, "ms": 16888, "ingest": { "rows": 718, "ms": 104, "cached": 718 }, "recalled": 136, "queries": [ "photography gear", "camera model", "lens", "tripod", "lighting equipment", "photography setup" ], "blockRows": 50, "blockChars": 36290, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:49.107Z" } } }, { "id": "75832dbd", "type": "single-session-preference", "question": "Can you recommend some recent publications or conferences that I might find interesting?", "answer": "The user would prefer suggestions related to recent research papers, articles, or conferences that focus on artificial intelligence in healthcare, particularly those that involve deep learning for medical image analysis. They would not be interested in general AI topics or those unrelated to healthcare.", "abstain": false, "mem": "on", "response": "# Recent Publications and Conferences\n\nBased on your background and interests from our previous conversations, here are some recommendations:\n\n## Research Areas\n\nYou've mentioned strong interest in:\n- **Multi-agent and multi-modal reinforcement learning** (2023-05-23)\n- **Deep learning for medical image analysis** (2023-05-22)\n- **Explainable AI in medical imaging** (2023-05-22)\n- **Brain-computer interfaces and nanotransducers** (2023-05-22)\n\n## Recommended Conferences\n\nFor your AI and robotics interests, I'd suggest:\n\n1. **NeurIPS** - You mentioned this as a target venue (2023-05-23)\n2. **CVPR** - Mentioned as a publication goal\n3. **ICML** - Listed in your interests\n4. **ICLR** - Another conference you highlighted\n5. **ICCV** - Computer vision focus\n\nThese align with your goal of becoming an AI researcher at a top robotics and autonomous systems center, particularly after pursuing your PhD.\n\n## Missing Information\n\nHowever, I don't have specific recent publication titles or 2023 conference dates in our conversation history. To give you more targeted recommendations, could you clarify:\n\n- Are you looking specifically for papers on multi-agent reinforcement learning, medical imaging, or both?\n- Do you want upcoming conference dates or recently published papers?\n\nGiven your pursuit of an MSc at University of Edinburgh's School of Informatics (2023-05-23), attending conferences in these areas would strengthen your application and research portfolio.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.1594, "ms": 18580, "ingest": { "rows": 725, "ms": 138, "cached": 725 }, "recalled": 178, "queries": [ "recent publications", "conferences", "research papers", "academic interests", "reading list", "professional events" ], "blockRows": 49, "blockChars": 36741, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:51.198Z" } } }, { "id": "0edc2aef", "type": "single-session-preference", "question": "Can you suggest a hotel for my upcoming trip to Miami?", "answer": "The user would prefer suggestions of hotels in Miami that offer great views, possibly of the ocean or the city skyline, and have unique features such as a rooftop pool or a hot tub on the balcony. They may not prefer suggestions of basic or budget hotels without these features.", "abstain": false, "mem": "on", "response": "I appreciate the question, but the excerpts in my memory don't contain information about your Miami trip plans, preferences, or travel dates. To give you the best hotel recommendations, I'd like to know a bit more:\n\n1. **When are you traveling to Miami?** (dates or season)\n2. **How long will you be staying?**\n3. **What's your budget range?**\n4. **What amenities are important to you?** (e.g., beach access, pool, spa, rooftop bar, etc.)\n5. **Are you traveling solo, with a partner, or with family?**\n6. **What's the purpose of your trip?** (relaxation, nightlife, business, etc.)\n\nBased on what I know about you from our past conversations, I can see that you value:\n- **Great views** (you were very interested in Seattle hotels with city skyline and Space Needle views)\n- **Unique features** (hot tubs on balconies, rooftop pools)\n- **Packages with perks** (complimentary breakfast, spa credits)\n- **Packing light and staying organized** (you just got a new backpack-style carry-on and are being thoughtful about what you bring)\n\nOnce you provide me with more details about your Miami trip, I'd be happy to suggest hotels that align with your preferences!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1826, "ms": 14951, "ingest": { "rows": 739, "ms": 77, "cached": 739 }, "recalled": 95, "queries": [ "Miami hotel", "Miami trip", "Miami accommodation", "hotels in Miami", "where to stay in Miami", "Miami travel plans" ], "blockRows": 49, "blockChars": 35945, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:53.155Z" } } }, { "id": "35a27287", "type": "single-session-preference", "question": "Can you recommend some interesting cultural events happening around me this weekend?", "answer": "The user would prefer responses that suggest cultural events where they can practice their language skills, particularly Spanish and French. They would also appreciate if the event has a focus on language learning resources. They would not prefer events that do not provide opportunities for language practice or cultural exchange.", "abstain": false, "mem": "on", "response": "I don't have access to your location, so I'm unable to recommend specific cultural events happening in your area this weekend.\n\nHowever, based on our past conversations, I can see that you're interested in cultural events and language diversity. You've mentioned:\n\n- **Attending a cultural festival last month** (volunteering at one)\n- **Taking language exchange classes** at a local school with your tutor Juan from Colombia\n- **Interest in French and Spanish languages** and finding language exchange partners and events\n\nHere are some ways to find cultural events happening near you this weekend:\n\n1. **Eventbrite** - Search for \"cultural events,\" \"language festivals,\" or \"cultural exchange\" in your area\n2. **Meetup.com** - Look for language exchange groups, cultural organizations, or international festivals\n3. **Local Facebook Groups** - Join community groups and search for weekend events\n4. **Local Language Schools** - Contact the school where you take classes with Juan; they may know of weekend cultural events\n5. **Cultural Centers or Embassies** - Reach out to French or Spanish cultural centers, which often host weekend events\n\nGiven your enthusiasm for learning about different cultures (Colombian, French, Spanish) and your recent involvement with language exchange, I'd suggest checking with your local language school first—they're likely to know about relevant cultural events happening this weekend.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.1647, "ms": 12392, "ingest": { "rows": 766, "ms": 155, "cached": 766 }, "recalled": 127, "queries": [ "cultural events this weekend", "museum exhibitions", "concerts", "theater plays", "art galleries", "festivals" ], "blockRows": 53, "blockChars": 36355, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:55.112Z" } } }, { "id": "32260d93", "type": "single-session-preference", "question": "Can you recommend a show or movie for me to watch tonight?", "answer": "The user would prefer recommendations for stand-up comedy specials on Netflix, especially those that are known for their storytelling. They may not prefer recommendations for other genres or platforms.", "abstain": false, "mem": "on", "response": "I don't have information in our past conversations about your viewing preferences or what you've watched recently, so I can't make a personalized recommendation based on what you already enjoy.\n\nHowever, I can note from our conversations that you've been interested in true crime content—you recently binged the entire \"Crime Junkie\" podcast in 5 days and were looking for more true crime podcasts. If you're in the mood for something in that genre, there are plenty of true crime documentaries and series available on streaming platforms.\n\nTo give you a better recommendation, it would help to know:\n- What genres do you typically enjoy (drama, comedy, thriller, documentary, etc.)?\n- Are you in the mood for something light and fun, or something more intense?\n- Do you prefer movies or TV shows?\n- How much time do you have available?\n\nFeel free to share any of these details, and I'd be happy to suggest something!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.1319, "ms": 9792, "ingest": { "rows": 770, "ms": 135, "cached": 770 }, "recalled": 146, "queries": [ "movies I liked", "shows I enjoyed", "recommendations I asked for", "what I watched recently", "favorite genres", "watchlist" ], "blockRows": 77, "blockChars": 37262, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:33:57.118Z" } } }, { "id": "195a1a1b", "type": "single-session-preference", "question": "Can you suggest some activities that I can do in the evening?", "answer": "The user would prefer suggestions that involve relaxing activities that can be done in the evening, preferably before 9:30 pm. They would not prefer suggestions that involve using their phone or watching TV, as these activities have been affecting their sleep quality.", "abstain": false, "mem": "on", "response": "Based on our conversations, I can suggest evening activities that align with what I know about you and your preferences:\n\n**Relaxation and Wind-Down Activities (for your 9:30 pm bedtime):**\n\nSince you prefer winding down by 9:30 pm to prepare for a good night's sleep, here are some calming evening activities:\n\n1. **Guided Meditation or Meditation Apps**: You've expressed interest in using apps like Headspace, Calm, or Insight Timer for relaxation before bed. These work well in the 8:30-9:30 pm timeframe.\n\n2. **Reading**: A quiet, non-stimulating book can help you relax and transition to sleep mode.\n\n3. **Gentle Yoga or Stretching**: Since you've completed 8 weeks of yoga classes and noticed improvements in flexibility, you could do some gentle evening yoga or stretching to maintain your practice and relax your body.\n\n4. **Journaling**: Writing about your day or reflecting on your emotions can help clear your mind before bed—this could be especially meaningful given your interest in processing emotions through guided imagery.\n\n5. **Deep Breathing Exercises**: Simple breathing techniques can calm your nervous system.\n\n6. **Art or Creative Activities**: If you enjoy creative pursuits (like the fabric stamping and drybrushing cityscape painting you were working on), you could do lighter creative work earlier in the evening, then wind down with more relaxing activities.\n\n7. **Listening to Soothing Music or Nature Sounds**: From apps or playlists designed for relaxation.\n\n**Earlier Evening Activities (6:00-8:30 pm):**\n\nBefore your wind-down period, you might enjoy:\n- Walking or light outdoor exercise\n- Exploring local events or dining\n- Spending time with family or friends\n\nWhich of these activities sounds most appealing to you for your evening routine?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1066, "ms": 12880, "ingest": { "rows": 762, "ms": 102, "cached": 762 }, "recalled": 129, "queries": [ "evening activities", "things to do at night", "nighttime hobbies", "evening plans", "what I did last night", "favorite evening routines" ], "blockRows": 47, "blockChars": 36347, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:33:59.199Z" } } }, { "id": "afdc33df", "type": "single-session-preference", "question": "My kitchen's becoming a bit of a mess again. Any tips for keeping it clean?", "answer": "The user would prefer responses that acknowledge and build upon their existing efforts to organize their kitchen, such as utilizing their new utensil holder to keep countertops clutter-free. They would also appreciate tips that address their concern for maintaining their granite surface, particularly around the sink area. Preferred responses would provide practical and actionable steps to maintain cleanliness, leveraging the user's current tools and setup. They might not prefer generic or vague suggestions that do not take into account their specific kitchen setup or concerns.", "abstain": false, "mem": "on", "response": "Based on our past conversations, I can see you've been working on kitchen organization! Here are some tips tailored to what you've already been doing:\n\n**Building on Your Organization System:**\n\nSince you recently bought a new utensil holder to keep countertops clutter-free, here are ways to maintain that momentum:\n\n1. **Daily tidying routine:** After each meal, spend 5-10 minutes putting items back in their designated spots (like your organized utensil holder). This prevents clutter from accumulating.\n\n2. **Clean as you cook:** Wipe down surfaces and wash dishes as you prepare meals, rather than letting them pile up.\n\n3. **Designate homes for everything:** Since you've already organized your utensils by category and location, apply this same principle to other items—pots, pans, cleaning supplies, etc.\n\n4. **Regular deep cleaning:** Set a weekly schedule for tasks like cleaning your granite countertop (which you've been caring for with proper maintenance) and organizing your sink area where you noticed those scratches.\n\n5. **Prevent clutter at the source:** Regularly assess what you're keeping. Get rid of duplicate utensils or tools you don't use.\n\n6. **Quick reset before bed:** Each evening, do a 10-minute sweep to return items to their places and wipe down your counters.\n\nSince you've already invested in better organization with your new utensil holder, maintaining these habits will keep your kitchen looking and feeling clean without constant major reorganizing!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.183, "ms": 17546, "ingest": { "rows": 765, "ms": 178, "cached": 765 }, "recalled": 132, "queries": [ "kitchen cleaning tips", "how to keep kitchen clean", "kitchen organization", "cleaning schedule", "cleaning hacks", "kitchen mess" ], "blockRows": 52, "blockChars": 36616, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:01.182Z" } } }, { "id": "caf03d32", "type": "single-session-preference", "question": "I've been struggling with my slow cooker recipes. Any advice on getting better results?", "answer": "The user would prefer responses that provide tips and advice specifically tailored to their slow cooker experiences, utilizing their recent success with beef stew and interest in making yogurt in the slow cooker. They might not prefer general slow cooker recipes or advice unrelated to their specific experiences and interests.", "abstain": false, "mem": "on", "response": "I'd be happy to help you improve your slow cooker results! Based on what I know about you from our conversations, you've already made a successful beef stew and are exploring a variety of recipes—from plant-based meals to homemade yogurt. Here are some tips to help you get better results:\n\n**General Slow Cooker Tips:**\n\n1. **Don't overfill:** Fill your slow cooker only 1/2 to 3/4 full to ensure even cooking and proper heat circulation.\n\n2. **Layer ingredients thoughtfully:** Place harder vegetables (like carrots and potatoes) on the bottom where it's hottest, and more delicate items on top.\n\n3. **Brown meat first:** For beef stews like the one you made, searing the meat in a pan before adding it to the slow cooker can add depth of flavor.\n\n4. **Use the right liquid amount:** Too much liquid can dilute flavors; too little can cause sticking. Generally, use just enough to cover ingredients halfway.\n\n5. **Resist peeking:** Every time you lift the lid, you add 15-20 minutes to cooking time.\n\n6. **Low vs. High settings:** Low (200°F) cooks more gently and is better for tougher cuts of meat. High (300°F) cooks faster but can sometimes dry things out.\n\n7. **Timing matters:** Most recipes cook 6-8 hours on low or 3-4 hours on high. Don't cook longer than necessary.\n\n**For Your Specific Interests:**\n\n- **Vegetarian/Vegan recipes:** Since you're eating more plant-based meals, remember that vegetables release water as they cook, so use less liquid than you would for meat dishes.\n\n- **Yogurt making:** As we discussed, using a thermometer is highly recommended to ensure accurate temperature control and consistent results, rather than just timing it.\n\nWhat type of slow cooker recipes are you having the most trouble with?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1543, "ms": 12158, "ingest": { "rows": 746, "ms": 116, "cached": 746 }, "recalled": 91, "queries": [ "slow cooker recipes", "crock pot", "slow cooker tips", "slow cooker mistakes", "slow cooker results", "slow cooker advice" ], "blockRows": 55, "blockChars": 36410, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:03.220Z" } } }, { "id": "54026fce", "type": "single-session-preference", "question": "I've been thinking about ways to stay connected with my colleagues. Any suggestions?", "answer": "The user would prefer responses that acknowledge their desire for social interaction and collaboration while working remotely, utilizing their previous experiences with company initiatives and team collaborations. They might prefer suggestions of virtual team-building activities, regular check-ins, or joining interest-based groups within the company. The user may not prefer generic suggestions that do not take into account their specific work situation or previous attempts at staying connected with colleagues.", "abstain": false, "mem": "on", "response": "Based on our previous conversations, I can see you've already explored this topic! On 2023-05-25, you were interested in socializing with colleagues while working from home and enjoyed the idea of **virtual coffee breaks**.\n\nHere are the suggestions we discussed:\n\n1. **Virtual Coffee Breaks**: Schedule regular informal video calls for casual chats, just like around the water cooler.\n\n2. **Online Team Activities**: Organize virtual games or team-building exercises, such as trivia or online escape rooms.\n\n3. **Collaborative Projects**: Work on cross-departmental projects or join working groups to increase interactions.\n\n4. **Social Channels**: Create or join informal chat groups on platforms like Slack or Microsoft Teams for non-work-related conversations.\n\n5. **Recognition and Celebrations**: Celebrate milestones, birthdays, or work anniversaries with virtual parties or shout-outs.\n\n6. **Interest-Based Groups**: Start or join groups based on shared interests, such as book clubs or fitness challenges.\n\nWe also discussed how to introduce virtual coffee breaks to your team—framing it as a collaborative suggestion, asking open-ended questions, and encouraging feedback to make sure everyone feels comfortable participating.\n\nSince this conversation happened about 5 days ago (2023-05-25 to today 2023-05-30), have you had a chance to implement any of these ideas yet?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1752, "ms": 10731, "ingest": { "rows": 724, "ms": 121, "cached": 724 }, "recalled": 152, "queries": [ "colleagues", "coworkers", "work friends", "team building", "staying in touch", "professional networking" ], "blockRows": 48, "blockChars": 36601, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:05.243Z" } } }, { "id": "06f04340", "type": "single-session-preference", "question": "What should I serve for dinner this weekend with my homegrown ingredients?", "answer": "The user would prefer dinner suggestions that incorporate their homegrown cherry tomatoes and herbs like basil and mint, highlighting recipes that showcase their garden produce. They might not prefer suggestions that do not utilize these specific ingredients or do not emphasize the use of homegrown elements.", "abstain": false, "mem": "on", "response": "# Dinner Ideas with Your Homegrown Ingredients\n\nBased on what you've been growing and harvesting, here are some great dinner ideas for this weekend:\n\n## Main Dish Options\n\n**Cherry Tomato-Based Dishes:**\nSince you've harvested cherry tomatoes from your garden, you could make:\n- **Pasta with Fresh Cherry Tomato Sauce**: Sauté your cherry tomatoes with garlic, basil, and olive oil, then toss with pasta\n- **Cherry Tomato and Basil Salad**: Combine your cherry tomatoes with fresh basil (which you've been using in your cooking) and mozzarella for a Caprese-style dish\n\n**Pepper-Centered Meals:**\nYou mentioned dealing with aphids on pepper plants, so if you have peppers ready:\n- **Stuffed Bell Peppers**: Fill with rice, beans, and herbs from your garden\n- **Grilled Vegetable Skewers**: Combine peppers with other garden vegetables\n\n## Complementary Sides\n\nGiven your interest in companion planting and the herbs you've been using, consider:\n- **Mixed greens salad** with your garden vegetables and vinaigrette (similar to the salads you've enjoyed recently)\n- **Roasted vegetables** like you mentioned in your companion planting discussions\n- **Herb-infused dishes** using your basil and mint\n\nWould you like me to suggest a specific recipe that combines multiple ingredients you're currently growing?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1271, "ms": 12766, "ingest": { "rows": 753, "ms": 134, "cached": 753 }, "recalled": 136, "queries": [ "homegrown vegetables", "garden harvest", "what I grew in my garden", "planting", "harvested", "growing" ], "blockRows": 56, "blockChars": 36440, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:07.116Z" } } }, { "id": "6b7dfb22", "type": "single-session-preference", "question": "I've been feeling a bit stuck with my paintings lately. Do you have any ideas on how I can find new inspiration?", "answer": "The user would prefer responses that build upon their existing sources of inspiration, such as revisiting Instagram art accounts or exploring new techniques from online tutorials. They might also appreciate suggestions that revisit previous themes they found enjoyable, like painting flowers. The user would not prefer generic or vague suggestions for finding inspiration, and would likely appreciate responses that utilize their recent 30-day painting challenge experience.", "abstain": false, "mem": "on", "response": "Based on what I know about you from our past conversations, here are some personalized ideas to help you find new inspiration for your paintings:\n\n**Leverage Your Existing Interests:**\n\nSince you've been exploring flower paintings and looking at flower paintings on Instagram, consider diving deeper into that interest. You could:\n* Visit botanical gardens or parks to observe flowers in different seasons and lighting\n* Create a Pinterest board or Instagram collection specifically for flower references\n* Study how different artists approach flower paintings and try to incorporate their techniques into your own work\n\n**Expand Your Horizons:**\n\nYou mentioned being inspired by social media and recently starting a 30-day painting challenge – that's excellent! To keep the momentum going:\n* Explore different subjects beyond flowers: landscapes, portraits, still life, or abstract work\n* Follow new artists on Instagram with different styles and mediums\n* Join online art communities or forums where artists share work and challenge each other\n* Attend virtual or in-person art exhibitions and gallery showings\n\n**Change Your Environment:**\n\nSince you're setting up a small studio space in your apartment, remember that your physical environment can greatly impact your creativity:\n* Rearrange your studio occasionally to refresh your perspective\n* Bring in new elements like plants (which you already have on your balcony!), artwork, or inspirational quotes\n* Work in different lighting conditions to see how it affects your paintings\n\n**Revisit Your Tools and Techniques:**\n\nYou've been researching palette knife techniques and experimenting with texture – try pushing these explorations further:\n* Challenge yourself to create a painting using only palette knives\n* Combine palette knife work with your flower paintings for added dimension\n* Experiment with new color combinations or mediums you haven't tried before\n\n**Take a Break and Recharge:**\n\nSometimes being \"stuck\" is a sign you need to step back. The strategies I recommended before about taking care of yourself – getting rest, exercise, and nourishment – apply here too. A refreshed mind often brings fresh ideas.\n\nWhat aspect of your painting practice feels most stagnant right now? That might help narrow down which approach would work best for you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.14, "ms": 15979, "ingest": { "rows": 722, "ms": 68, "cached": 722 }, "recalled": 140, "queries": [ "painting inspiration", "art block", "creative ideas for painting", "art projects", "painting techniques", "artistic inspiration" ], "blockRows": 54, "blockChars": 36766, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:09.025Z" } } }, { "id": "1a1907b4", "type": "single-session-preference", "question": "I've been thinking about making a cocktail for an upcoming get-together, but I'm not sure which one to choose. Any suggestions?", "answer": "Considering their mixology class background, the user would prefer cocktail suggestions that build upon their existing skills and interests, such as creative variations of classic cocktails or innovative twists on familiar flavors. They might appreciate recommendations that incorporate their experience with refreshing summer drinks like Pimm's Cup. The user would not prefer overly simplistic or basic cocktail recipes, and may not be interested in suggestions that don't take into account their mixology class background.", "abstain": false, "mem": "on", "response": "# Cocktail Suggestions for Your Get-Together\n\nBased on our past conversations, I have some great suggestions! Since you've been experimenting with cocktails and have experience with Hendrick's gin, here are a few options:\n\n## Your Previous Interest\nYou were enthusiastic about making a **Pimm's Cup with a Twist** using:\n- Hendrick's gin\n- Ruby Red Grapefruit simple syrup (which you decided to make)\n- Cucumber slices (muddled)\n- Fresh mint and fruit garnishes\n- Served in a Collins glass\n\nThis would be perfect for a get-together, especially if it's a warm-weather event. The visual appeal with the pink hue from the grapefruit syrup and the fresh garnishes makes it Instagram-worthy!\n\n## Other Options to Consider\n\nSince you've taken a **mixology class** and made classic cocktails recently, you might want to try something new rather than repeat what you've already made. Here are a few ideas:\n\n1. **Gin-based cocktails** - Given your interest in Hendrick's gin, you could explore other gin cocktails from your mixology class\n2. **Summer drinks** - You seemed interested in refreshing summer cocktails, which would work well for a get-together\n3. **Creative variations** - You enjoy experimenting with flavored syrups and garnishes, so you could put a twist on a classic\n\n**What kind of vibe are you going for?** Is this a casual hangout, a formal gathering, or something in between? That might help narrow down the best choice!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2131, "ms": 10938, "ingest": { "rows": 775, "ms": 156, "cached": 775 }, "recalled": 155, "queries": [ "cocktail recipes", "drinks I liked", "cocktails I made", "favorite cocktails", "beverage suggestions", "mixing drinks" ], "blockRows": 65, "blockChars": 37040, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:10.917Z" } } }, { "id": "09d032c9", "type": "single-session-preference", "question": "I've been having trouble with the battery life on my phone lately. Any tips?", "answer": "The user would prefer responses that build upon their previous mention of purchasing a portable power bank, such as suggestions on how to optimize its use, like ensuring it's fully charged before use. They might also appreciate tips on utilizing battery-saving features on their phone. The user may not prefer responses that suggest alternative solutions or unrelated advice.", "abstain": false, "mem": "on", "response": "I don't find any information in our past conversations about your phone or battery life issues.\n\nHowever, I'd be happy to help you with some general tips to improve your phone's battery life! Here are some common strategies:\n\n1. **Reduce screen brightness** or enable adaptive brightness\n2. **Close background apps** that are consuming power\n3. **Enable battery saver mode** or low power mode\n4. **Turn off location services** when not needed\n5. **Disable Bluetooth and Wi-Fi** when you're not using them\n6. **Limit push notifications** for apps\n7. **Reduce screen timeout** duration\n8. **Update your phone's software** to the latest version\n9. **Avoid extreme temperatures** that can drain batteries faster\n10. **Consider replacing your battery** if it's old and degraded\n\nWhat type of phone do you have, and how long have you been experiencing these battery issues?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.13, "ms": 8623, "ingest": { "rows": 726, "ms": 129, "cached": 726 }, "recalled": 137, "queries": [ "phone battery life", "battery draining", "phone battery tips", "battery settings", "battery health", "phone power saving" ], "blockRows": 52, "blockChars": 36636, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:34:13.012Z" } } }, { "id": "38146c39", "type": "single-session-preference", "question": "I've been feeling like my chocolate chip cookies need something extra. Any advice?", "answer": "The user would prefer responses that build upon their previous experimentation with turbinado sugar, suggesting ingredients or techniques that complement its richer flavor. They might not prefer generic cookie-making advice or suggestions that don't take into account their existing use of turbinado sugar.", "abstain": false, "mem": "on", "response": "I don't have information in our past conversations about your chocolate chip cookies or what you've been experimenting with them, so I can't give you specific recommendations based on what you've already tried.\n\nHowever, based on what I know about your baking interests from our conversations, you've been enjoying experimenting with different sugars (like turbinado and muscovado sugar) and exploring unique flavor combinations. Here are some ideas that might appeal to you:\n\n**Sugar variations:**\n* Try using turbinado sugar or muscovado sugar instead of regular granulated sugar — the caramel and molasses notes could add richness to chocolate chip cookies\n* Brown butter (which you've been interested in for cakes) would add a nutty depth that complements chocolate beautifully\n\n**Flavor additions:**\n* Given your interest in spicy flavors from your cocktail experiments, you could try adding a pinch of sea salt or even a tiny amount of cayenne pepper to enhance the chocolate\n* Warm spices like cinnamon or nutmeg (which you've used in carrot cake) could complement the chocolate nicely\n\n**Texture additions:**\n* Based on your interest in nuts for carrot cake, consider adding chopped walnuts, pecans, or almonds to your cookies\n* Sliced almonds or toasted nuts would add crunch similar to what you were planning for your cherry clafoutis\n\nWhat kind of \"something extra\" are you thinking about — more depth of flavor, additional texture, or something else?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.1194, "ms": 17680, "ingest": { "rows": 790, "ms": 173, "cached": 790 }, "recalled": 135, "queries": [ "chocolate chip cookie recipe", "cookies baking tips", "adding ingredients to cookies", "best chocolate chip cookies", "cookie flavor improvements", "what I added to my cookies" ], "blockRows": 52, "blockChars": 36256, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:14.893Z" } } }, { "id": "d24813b1", "type": "single-session-preference", "question": "I'm thinking of inviting my colleagues over for a small gathering. Any tips on what to bake?", "answer": "The user would prefer baking suggestions that take into account their previous success with the lemon poppyseed cake, such as variations of that recipe or other desserts that share similar qualities. They might prefer suggestions that balance impressiveness with manageability, considering their previous experience. The user may not prefer overly complex or unfamiliar recipes, or suggestions that do not build upon their existing baking experience.", "abstain": false, "mem": "on", "response": "# Baking Tips for a Colleagues Gathering\n\nBased on our past conversations, I know you enjoy baking and have successfully made several cakes, including a **lemon poppyseed cake that was a hit at a colleague's going-away party** (from 2023-05-29). This tells me you have good baking skills and know how to impress with your creations!\n\nHere are some suggestions tailored to what you've shared:\n\n**Safe, Crowd-Pleasing Options:**\n\n1. **Lemon Poppyseed Cake** - Since this was successful before, you could make it again. It's elegant, not too heavy, and appeals to most people.\n\n2. **Chewy Chocolate Chip Cookies** - We discussed making these recently (2023-05-29). They're casual, shareable, and always popular at gatherings. You can bake them ahead and store them properly.\n\n3. **Lemon Lavender Pound Cake** - The sophisticated combination you were planning for a birthday party would also work beautifully for colleagues. It's elegant and shows thoughtfulness.\n\n4. **Slow Cooker Friendly Options** - Since you got a new slow cooker from Bed Bath & Beyond (2023-05-28), you could explore slow cooker desserts if you want something hands-off.\n\n**Practical Tips for a Gathering:**\n\n- Choose baked goods that can be made 1-2 days ahead and stored properly\n- Consider dietary preferences (vegan options, nut allergies, etc.)\n- Individual portions (cookies, cupcakes) are easier to serve than whole cakes\n\nWhat kind of vibe are you going for—casual or more formal?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1034, "ms": 12349, "ingest": { "rows": 714, "ms": 132, "cached": 714 }, "recalled": 138, "queries": [ "what I baked for colleagues", "recipes I liked", "desserts I made", "baking tips", "favorite treats to share", "what people liked when I baked" ], "blockRows": 51, "blockChars": 36537, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:16.919Z" } } }, { "id": "57f827a0", "type": "single-session-preference", "question": "I was thinking about rearranging the furniture in my bedroom this weekend. Any tips?", "answer": "The user would prefer responses that take into account their existing plans to replace the bedroom dresser and their interest in mid-century modern style, suggesting furniture layouts that accommodate the new dresser and incorporate elements of this design aesthetic. They might not prefer general furniture arrangement tips or suggestions that do not consider their specific design preferences.", "abstain": false, "mem": "on", "response": "I'd be happy to help you with furniture rearrangement tips! Based on what I know about you, here are some suggestions:\n\n**General Tips for Rearranging Bedroom Furniture:**\n\n1. **Measure your space**: Before moving anything, measure your bedroom dimensions and the size of your furniture pieces. This will help you visualize different layouts and avoid wasting time on arrangements that won't work.\n\n2. **Create a floor plan**: Sketch out your bedroom on paper or use a digital tool to experiment with different furniture arrangements. This saves time and physical effort.\n\n3. **Consider traffic flow**: Ensure there's a clear path from your door to your bed and other key areas. Avoid blocking windows or creating cramped walkways.\n\n4. **Maximize natural light**: Position your bed and other furniture to take advantage of natural light from windows, which can make your room feel brighter and more inviting.\n\n5. **Anchor your bed**: Your bed is typically the focal point. Position it prominently, such as against the main wall or centered in the room.\n\n6. **Utilize wall space**: Since you have limited space with your bedroom setup, consider using vertical storage or wall-mounted shelves to keep surfaces clear.\n\n7. **Create functional zones**: Designate areas for sleeping, working, and relaxing to make your bedroom more organized and purposeful.\n\n**Specific to Your Setup:**\n\nSince you recently organized your bathroom cabinet (last weekend, May 21st), you're clearly into creating organized, functional spaces. You might want to apply that same mindset to your bedroom—think about zones for different activities and ensure your furniture arrangement supports that organization.\n\nAlso, with your Amazon Echo Show for voice commands, you'll want to position it where it has a clear line of sight and can control your smart bulbs effectively throughout the room.\n\nGood luck with your rearrangement this weekend!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1318, "ms": 15494, "ingest": { "rows": 750, "ms": 111, "cached": 750 }, "recalled": 113, "queries": [ "bedroom furniture layout", "bedroom dimensions", "where is my bed", "bedroom furniture list", "rearranging bedroom", "bedroom floor plan" ], "blockRows": 54, "blockChars": 36460, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:34:18.885Z" } } }, { "id": "95228167", "type": "single-session-preference", "question": "I'm getting excited about my visit to the music store this weekend. Any tips on what to look for in a new guitar?", "answer": "The user would prefer responses that highlight the differences between Fender Stratocaster and Gibson Les Paul electric guitars, such as the feel of the neck, weight, and sound profile. They might not prefer general tips on buying an electric guitar or suggestions that do not take into account their current guitar and desired upgrade.", "abstain": false, "mem": "on", "response": "# Tips for Shopping for a New Guitar This Weekend\n\nBased on our past conversations, I know you're an experienced guitarist who's been exploring different instruments and tunings! Here are some things to consider:\n\n## Playability & Comfort\n- **Neck feel**: Test how the neck profile feels in your hands. You've discussed both Stratocaster (slim, fast neck) and Les Paul (thicker, more substantial) profiles—find what's comfortable for your playing style.\n- **Action and intonation**: Make sure the strings aren't too high and the guitar plays in tune, especially important since you've been exploring open D tuning, which puts more stress on the neck.\n- **Body weight**: You've noted that Les Pauls are heavier (9-10 lbs) than Stratocasters (7-8 lbs)—consider what feels right for long playing sessions.\n\n## Sound & Tone\n- **Pickups**: Based on our discussions, you understand the difference between single-coils (brighter, snappier) and humbuckers (warmer, fuller). Test both to hear what resonates with you.\n- **Coil-tap/coil-splitting**: We discussed how this feature could add tonal flexibility, especially useful for open D tuning experimentation.\n\n## Setup Questions\n- **String gauge**: For open D tuning, heavier gauges (0.012-0.052 or 0.013-0.056) give better tone—ask if the guitar can handle these.\n- **Amp compatibility**: Think about how it'll sound through your setup.\n\nWhat type of guitar are you leaning toward?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1418, "ms": 11052, "ingest": { "rows": 756, "ms": 183, "cached": 756 }, "recalled": 124, "queries": [ "guitar", "music store", "buying a guitar", "guitar recommendations", "electric guitar", "acoustic guitar" ], "blockRows": 64, "blockChars": 36975, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:20.859Z" } } }, { "id": "505af2f5", "type": "single-session-preference", "question": "I was thinking of trying a new coffee creamer recipe. Any recommendations?", "answer": "The user would prefer responses that suggest variations on their existing almond milk, vanilla extract, and honey creamer recipe or new ideas that align with their goals of reducing sugar intake and saving money. They might not prefer responses that recommend commercial creamer products or recipes that are high in sugar or expensive.", "abstain": false, "mem": "on", "response": "# Coffee Creamer Recommendation\n\nBased on our past conversations, I can see you're already experienced with making homemade creamers! On **2023-05-21**, you mentioned you'd started making your own flavored creamer with **almond milk, vanilla extract, and honey** to reduce sugar intake and save money.\n\nHere are some recommendations building on what you're already doing:\n\n**Healthier Sweetener Options:**\nSince you're currently using honey, consider trying alternative sweeteners like **stevia, monk fruit sweetener, or yacon syrup** for lower sugar content.\n\n**New Flavor Ideas to Try:**\nGiven that you were interested in spring-themed coffee drinks, you might enjoy:\n- **Lemon Ginger creamer** (which you thought sounded perfect for the season)\n- **Cinnamon spice creamer** (adds warmth and reduces need for sweetener)\n- **Coconut cream creamer** (for a creamier texture than almond milk alone)\n\n**Base Milk Options:**\nYou could experiment with **cashew milk or oat milk** instead of almond milk for a naturally creamier texture, which we discussed previously.\n\nSince you're also earning Starbucks Rewards stars through online purchases and in-store pickups, making your own creamer is a great complement to your coffee habit—especially if you're trying spring flavors like the Lemon Ginger option you mentioned wanting to try first.\n\nWhat flavor direction are you leaning toward this time?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1853, "ms": 11304, "ingest": { "rows": 755, "ms": 139, "cached": 755 }, "recalled": 121, "queries": [ "coffee creamer recipe", "homemade creamer", "creamer ingredients", "coffee additive", "best creamer", "coffee flavor ideas" ], "blockRows": 53, "blockChars": 36451, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:22.900Z" } } }, { "id": "75f70248", "type": "single-session-preference", "question": "I've been sneezing quite a bit lately. Do you think it might be my living room?", "answer": "The user would prefer responses that consider the potential impact of their cat, Luna, and her shedding on their sneezing, as well as the recent deep clean of the living room and its possible effect on stirring up dust. They might not prefer responses that fail to take into account these specific details previously mentioned, such as generic suggestions or unrelated factors.", "abstain": false, "mem": "on", "response": "Based on our past conversations, I think your living room could definitely be a contributing factor to your sneezing! Here's why:\n\nYou mentioned that you have **a cat that sheds a lot**, and we've discussed extensively how pet hair, dander, and dust can accumulate in your living room despite your best efforts to keep it clean.\n\nEven with regular vacuuming, dusting, and grooming, cat-related allergens can build up and trigger sneezing, especially if:\n\n1. **Air filters haven't been changed recently** - You mentioned replacing air filters every 1-3 months, so if it's been longer than that, they could be clogged with pet dander and dust.\n\n2. **Humidity levels are off** - We discussed using a dehumidifier to reduce dust mites, which thrive in humid environments and can cause sneezing.\n\n3. **New plants or soil** - If you recently added those spider plants or snake plants you were considering, new potting soil can sometimes irritate airways initially.\n\n4. **Dust on surfaces** - Even with regular cleaning, dust can settle on shelves, furniture, and other surfaces.\n\n**My suggestions:**\n- Check and replace your air filters if needed\n- Vacuum more frequently (ideally 2-3 times per week with a HEPA filter vacuum)\n- Use a damp microfiber cloth when dusting to trap particles\n- Groom your cat regularly to reduce shedding\n- Consider running a dehumidifier if your living room is humid\n\nIf the sneezing persists despite these efforts, it could also be seasonal allergies or something else entirely—consider consulting a doctor if it continues.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.14, "ms": 10850, "ingest": { "rows": 733, "ms": 127, "cached": 733 }, "recalled": 131, "queries": [ "living room", "sneezing", "allergies", "dust", "mold", "cleaning living room" ], "blockRows": 61, "blockChars": 36702, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:34:25.093Z" } } }, { "id": "d6233ab6", "type": "single-session-preference", "question": "I've been feeling nostalgic lately. Do you think it would be a good idea to attend my high school reunion?", "answer": "The user would prefer responses that draw upon their personal experiences and memories, specifically their positive high school experiences such as being part of the debate team and taking advanced placement courses. They would prefer suggestions that highlight the potential benefits of attending the reunion, such as reconnecting with old friends and revisiting favorite subjects like history and economics. The user might not prefer generic or vague responses that do not take into account their individual experiences and interests.", "abstain": false, "mem": "on", "response": "# Should You Attend Your High School Reunion?\n\nBased on what I know about you from our past conversations, I'd say there are some genuinely positive reasons to consider going:\n\n**In your favor:**\nYou have fond memories of high school. You specifically mentioned enjoying \"being part of the debate team and taking advanced placement courses in economics\" — those are meaningful experiences that suggest you had a rich social and intellectual life back then. People who had positive high school experiences often find reunions rewarding.\n\nYour friends are likely to be there. You've stayed connected with at least some classmates (like Rachel and Emily, whom you recently brought back Parisian souvenirs for), which suggests you value those relationships and might enjoy reconnecting with others too.\n\nYou're in a good place now. You're pursuing an Economics major, you're thoughtful about your future (considering data science certifications), and you seem reflective about your choices — all signs that you'd bring interesting perspectives to conversations at a reunion.\n\n**Things to consider:**\n- How much time has passed since graduation? (This affects how much change there's been)\n- Would it be a casual gathering or a formal event? (Your preference for relaxed, friendly settings like your French dinner party suggests you'd enjoy a more laid-back reunion)\n- Is there someone specific you're hoping to reconnect with?\n\nOverall, given your positive high school memories and your current confidence, a reunion could be a nice way to reconnect with your past while celebrating how far you've come.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2063, "ms": 15276, "ingest": { "rows": 698, "ms": 91, "cached": 698 }, "recalled": 141, "queries": [ "high school reunion", "high school friends", "classmates", "high school memories", "reunion invitation", "school alumni" ], "blockRows": 53, "blockChars": 37004, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:27.032Z" } } }, { "id": "1da05512", "type": "single-session-preference", "question": "I'm trying to decide whether to buy a NAS device now or wait. What do you think?", "answer": "The user would prefer responses that take into account their current home network storage capacity issues and recent reliance on external hard drives, highlighting the potential benefits of a NAS device in addressing these specific needs. They might not prefer responses that ignore their current storage challenges or fail to consider their recent tech upgrades and priorities. Preferred responses would utilize the user's previous mentions of storage capacity issues and tech investments to inform their decision.", "abstain": false, "mem": "on", "response": "Based on our past conversations, I can see you've been seriously exploring NAS devices as a central backup solution for all your devices. Let me help you think through this decision.\n\nFrom what I know about you:\n- You're already backing up files to an external hard drive, but you're looking for something more convenient with better storage capacity\n- You want to use a NAS to back up your laptop, phone, and other devices centrally\n- **Security is a top priority for you** — you specifically asked about encryption and access control features, which shows you take data protection seriously\n- You're interested in mid-range options that balance features and budget (like the Synology DiskStation DS418play or QNAP TS-453D)\n\n**Here are some factors to consider for your timing decision:**\n\n1. **Your current pain point**: If you're actively struggling with storage or backup management right now, getting a NAS sooner rather than later will solve that problem and give you peace of mind.\n\n2. **Your security needs**: Since you emphasized security concerns, waiting won't change the robust encryption (AES-256) and access control features available on devices today. These features are stable and won't significantly improve in the near term.\n\n3. **Budget considerations**: NAS prices are relatively stable. There's no indication from our conversations that you're under time pressure or budget constraints that would require waiting.\n\n4. **Technology maturity**: Mid-range NAS devices like the ones I recommended are well-established, stable products. You won't be waiting for technology to mature.\n\n**My recommendation**: If backup and storage are ongoing frustrations for you, I'd suggest purchasing now. You've already done your research, identified your security requirements, and narrowed down good options. The sooner you set up a centralized backup system, the sooner your data will be properly protected across all your devices.\n\nWhat aspect of the decision is making you hesitant—budget, technical concerns, or something else?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1403, "ms": 12167, "ingest": { "rows": 728, "ms": 128, "cached": 728 }, "recalled": 106, "queries": [ "NAS", "network attached storage", "home server", "hard drive", "backup storage", "data storage" ], "blockRows": 43, "blockChars": 36488, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:28.971Z" } } }, { "id": "fca70973", "type": "single-session-preference", "question": "I am planning another theme park weekend; do you have any suggestions?", "answer": "The user would prefer theme park suggestions that cater to their interest in both thrill rides and special events, utilizing their previous experiences at Disneyland, Knott's Berry Farm, Six Flags Magic Mountain, and Universal Studios Hollywood as a reference point. They would also appreciate recommendations that highlight unique food experiences and nighttime shows. The user might not prefer suggestions that focus solely on one aspect of theme parks, such as only thrill rides or only family-friendly attractions, and may not be interested in parks that lack special events or unique dining options.", "abstain": false, "mem": "on", "response": "Based on our previous conversations, I can see you've recently visited multiple theme parks in the Southern California area, including **Disneyland, Knott's Berry Farm, Six Flags Magic Mountain, and Universal Studios Hollywood**. You also showed interest in the Halloween-themed events and VIP experiences at these parks.\n\nHere are some suggestions for your upcoming theme park weekend:\n\n**Option 1: Explore a New Park**\n\nIf you're looking to visit a park you haven't been to yet, consider:\n- **Disney California Adventure Park** (if you've only visited Disneyland)\n- **SeaWorld San Diego** - offers thrill rides and marine animal encounters\n- **Legoland California** (Carlsbad) - great if you enjoy building and creative experiences\n\n**Option 2: Return to a Favorite Park**\n\nSince you've enjoyed the Halloween events at the parks you've visited, you might want to revisit one during a different season or special event:\n- Return during **Holiday Season** (November-December) for festive decorations, special shows, and seasonal food experiences\n- Visit during **Spring events** for lighter crowds and pleasant weather\n\n**Option 3: Regional Road Trip**\n\nGiven that you recently took a road trip 6 weeks ago and are keeping track of fuel efficiency, you might consider:\n- Driving to **Disneyland Resort in Anaheim** if you haven't visited both parks there together\n- A day trip to **Knott's Berry Farm and Six Flags Magic Mountain** together (they're relatively close)\n\n**My Recommendation:**\n\nSince you showed particular interest in the VIP experiences and gourmet dining at Halloween Horror Nights, I'd suggest revisiting **Universal Studios Hollywood** during the upcoming holiday season to experience their \"Grinchmas\" event with similar premium dining and entertainment options.\n\nWhich type of experience appeals to you most for this weekend?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2833, "ms": 13318, "ingest": { "rows": 701, "ms": 139, "cached": 701 }, "recalled": 138, "queries": [ "theme park", "Disney", "Universal", "roller coaster", "amusement park", "vacation trip" ], "blockRows": 58, "blockChars": 36432, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:30.847Z" } } }, { "id": "b6025781", "type": "single-session-preference", "question": "I'm planning my meal prep next week, any suggestions for new recipes?", "answer": "The user would prefer responses that suggest healthy meal prep recipes, especially those that incorporate quinoa and roasted vegetables, and offer variations in protein sources. They might appreciate suggestions that build upon their existing preferences, such as new twists on chicken Caesar salads or turkey and avocado wraps. The user may not prefer responses that suggest unhealthy or high-calorie meal prep options, or those that deviate significantly from their established healthy eating habits.", "abstain": false, "mem": "on", "response": "# Meal Prep Suggestions Based on Your Interests\n\nBased on our past conversations, I can see you enjoy healthy, diverse meal prep options! Here are some suggestions tailored to your tastes:\n\n## Recipes You've Enjoyed Before\n\nYou've been interested in:\n- **Quinoa and roasted vegetables** with various protein sources (you explored chicken, salmon, lentils, tofu, shrimp, and chickpeas)\n- **Lentil bolognese** with quinoa and roasted vegetables\n- **Roasted sweet potatoes** with creative seasonings (you were considering spicy, Mediterranean, and Indian-inspired options)\n- **Mexican-inspired dishes** with chicken or veggies (fajitas, tacos, quesadillas, enchiladas)\n\n## New Ideas to Try\n\nGiven your interest in these styles, you might enjoy:\n\n1. **Indian-Spiced Chickpea Buddha Bowls**: Roasted chickpeas with cumin and coriander, served over quinoa with roasted sweet potatoes and spinach sautéed with garlic and lemon\n\n2. **Mediterranean Grain Bowls**: Farro or quinoa with roasted vegetables, white beans, feta cheese, and a lemon-herb dressing\n\n3. **Mexican Black Bean & Sweet Potato Bowls**: Building on the sweet potato seasoning ideas you liked, pair them with black beans, cilantro-lime rice, and avocado\n\n4. **Breakfast Meal Prep**: Homemade granola (you were interested in customizing granola recipes) with yogurt and fresh fruit\n\nWould any of these directions appeal to you for next week's meal prep?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1812, "ms": 11455, "ingest": { "rows": 714, "ms": 134, "cached": 714 }, "recalled": 136, "queries": [ "recipes I liked", "meals I cooked", "dinner ideas", "food I enjoyed", "new recipes", "meal prep ideas" ], "blockRows": 54, "blockChars": 36724, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:32.768Z" } } }, { "id": "a89d7624", "type": "single-session-preference", "question": "I'm planning a trip to Denver soon. Any suggestions on what to do there?", "answer": "The user would prefer responses that take into account their previous experience in Denver, specifically their interest in live music and memorable encounter with Brandon Flowers. They might appreciate suggestions that revisit or build upon this experience, such as revisiting the same bar or exploring similar music venues in the area. The user may not prefer general tourist recommendations or activities unrelated to their interest in live music.", "abstain": false, "mem": "on", "response": "Based on our past conversations, I can see you have a strong connection to Denver's music scene! Here are some suggestions tailored to your interests:\n\n**Music Venues & Festivals** (since you love live music):\n- **Red Rocks Park and Amphitheatre** - You've already experienced the magic of this iconic venue when you saw The Killers and met Brandon Flowers after the concert. It's definitely worth revisiting for another show.\n- **The Ogden Theatre, The Bluebird Theater, The Fillmore Auditorium, and Larimer Lounge** - These are all excellent venues for catching live music in more intimate settings.\n- **Grandoozy, Denver Folk Festival, Denver Jazz Festival, Westword Music Showcase, and Riot Fest Denver** - Various festivals throughout the year if you're visiting during festival season.\n- **Twist & Shout Records** - A legendary record store perfect for vinyl hunting.\n\n**Dining**:\nSince you're interested in grabbing food before concerts, here are some options near Red Rocks:\n- **The Ship Rock Grille** - Right across from Red Rocks with outdoor patio seating and views of the amphitheater\n- **BBQ spots**: GQue BBQ, Dinosaur Bar-B-Que, Moe's Original BBQ, Big B's Delicious BBQ, and Wayne's Smoke Shack\n\nYou clearly love Denver's music scene, so I'd recommend checking out what's playing at Red Rocks or other venues during your visit!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1429, "ms": 11307, "ingest": { "rows": 757, "ms": 131, "cached": 757 }, "recalled": 133, "queries": [ "Denver", "Colorado", "Denver recommendations", "Denver activities", "Denver trip", "visited Denver" ], "blockRows": 60, "blockChars": 36736, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:34.716Z" } } }, { "id": "b0479f84", "type": "single-session-preference", "question": "I've got some free time tonight, any documentary recommendations?", "answer": "The user would prefer documentary recommendations that are similar in style and theme to 'Our Planet', 'Free Solo', and 'Tiger King', which they have previously enjoyed. They might not prefer recommendations of documentaries that are vastly different in tone or subject matter from these titles. The preferred response utilizes the user's previously mentioned viewing history to suggest documentaries that cater to their tastes.", "abstain": false, "mem": "on", "response": "Based on your viewing history, here are some documentaries I'd recommend:\n\n**Nature and Wildlife** (since you enjoyed \"Our Planet\", \"Free Solo\", and \"Tiger King\"):\n- **Planet Earth** - Another stunning BBC series showcasing natural history\n- **Dynasties** - Follows five iconic animal families with intimate, character-driven storytelling\n- **Chasing Coral** - A visually stunning and urgent documentary about coral reef decline\n- **Blue Planet** - Explore the marine world with David Attenborough\n- **Bleak House** or **March of the Penguins** - More wildlife documentaries\n\n**Adventure and True Crime** (matching your interests):\n- **The Staircase** - A classic true-crime documentary series\n- **The Jinx: The Life and Deaths of Robert Durst** - Real estate heir accused of multiple murders\n- **Abducted in Plain Sight** - A shocking true story with dark secrets\n- **The Keepers** - Investigates a nun's murder in Baltimore\n\n**Other Engaging Options**:\n- **The Inventor: Out for Blood in Silicon Valley** - The rise and fall of Theranos\n- **Fyre: The Greatest Party That Never Happened** - The infamous failed music festival\n- **The Game Changers** - About the benefits of a plant-based diet\n\nSince you've been watching a lot of documentaries lately, what mood are you in tonight—nature, true crime, or something else?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1897, "ms": 18392, "ingest": { "rows": 753, "ms": 160, "cached": 753 }, "recalled": 138, "queries": [ "documentary recommendations", "suggested documentaries", "movies I wanted to watch", "documentaries I liked", "films to see", "watch list" ], "blockRows": 72, "blockChars": 37109, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:36.752Z" } } }, { "id": "1d4e3b97", "type": "single-session-preference", "question": "I noticed my bike seems to be performing even better during my Sunday group rides. Could there be a reason for this?", "answer": "The user would prefer responses that reference specific details from their previous interactions, such as the replacement of the bike's chain and cassette, and the use of a new Garmin bike computer. They might prefer explanations that connect these details to the observed improvement in bike performance. The user may not prefer responses that fail to acknowledge these specific details or provide vague, general explanations for the improvement.", "abstain": false, "mem": "on", "response": "Based on our conversation history, there are a couple of reasons why your bike might be performing better during your Sunday group rides:\n\n**Recent Bike Maintenance:**\n\nYou replaced your bike's chain and cassette on February 1st, which you mentioned has contributed to an improvement in the bike's performance. These are critical components that directly affect how smoothly and efficiently your bike shifts gears and transfers power. A new chain and cassette would definitely provide noticeably better performance compared to worn components.\n\n**Psychological and Social Factors:**\n\nBeyond the mechanical improvements, there are some psychological reasons why your bike might *feel* like it's performing better during group rides:\n\n1. **Motivation and energy**: Riding with others often provides extra motivation and energy. The group dynamic can push you to perform better and maintain a stronger pace.\n2. **Drafting benefits**: Riding in a group allows you to benefit from drafting (riding behind others), which reduces wind resistance and makes pedaling easier.\n3. **Positive mindset**: The social aspect and camaraderie of group rides can create a more positive mental state, making the ride feel smoother and more enjoyable.\n4. **Consistent pace**: Group rides often maintain a steadier, more consistent pace, which can make the bike feel more responsive and efficient.\n\nSo to answer your question: yes, the new chain and cassette you installed on February 1st are likely the primary mechanical reason for the improved performance, but the group ride environment is probably enhancing that experience even further!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1655, "ms": 14601, "ingest": { "rows": 723, "ms": 91, "cached": 723 }, "recalled": 115, "queries": [ "Sunday group ride", "bike performance", "bike maintenance", "new bike parts", "bike tune up", "bike upgrades" ], "blockRows": 48, "blockChars": 36143, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:38.773Z" } } }, { "id": "07b6f563", "type": "single-session-preference", "question": "Can you suggest some useful accessories for my phone?", "answer": "The user would prefer suggestions of accessories that are compatible with an iPhone 13 Pro, such as high-quality screen protectors, durable cases, portable power banks, or phone wallet cases. They may not prefer suggestions of accessories that are not compatible with Apple products or do not enhance the functionality or protection of their phone.", "abstain": false, "mem": "on", "response": "# Phone Accessories Suggestions\n\nBased on your conversations, I can see you have an **iPhone 13 Pro**, so here are some useful accessories I'd recommend:\n\n## Screen Protection\nSince you mentioned having a **cracked screen protector** on your iPhone 13 Pro, you'll definitely want a replacement. You were interested in brands like **Zagg, TechArmor, Spigen, BodyGuardz, Belkin, Anker, OtterBox, Mophie, UAG, and Skinomi**.\n\n## Phone Cases & Wallet Cases\nYou were exploring wallet cases for your iPhone 13 Pro. Some top brands to consider include:\n- **Nomad** (premium leather)\n- **Bellroy** (slim and stylish)\n- **Case-Mate** (versatile storage)\n- **OtterBox** (rugged protection)\n- **Spigen** (affordable with good features)\n\n## Charging Solutions\nYou already have a portable power bank from Best Buy that's working well for you. You were interested in exploring **wireless charging power banks**, which would be convenient for your iPhone 13 Pro since it supports wireless charging. Key features to look for include:\n- Qi certification\n- High capacity (measured in mAh)\n- Multiple USB ports\n- Fast charging capabilities\n- Compact design\n\n## Other Useful Accessories\nBased on your interests, you might also consider:\n- **Camera lens protectors** (to protect your iPhone's cameras)\n- **Phone stands** (for hands-free viewing)\n- **Car mounts** (for navigation and hands-free calling)\n\nWould you like more specific recommendations on any of these categories?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.179, "ms": 13357, "ingest": { "rows": 759, "ms": 144, "cached": 759 }, "recalled": 151, "queries": [ "phone model", "bought a new phone", "phone accessories", "case for my phone", "screen protector", "charger or power bank" ], "blockRows": 52, "blockChars": 36632, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:40.811Z" } } }, { "id": "1c0ddc50", "type": "single-session-preference", "question": "Can you suggest some activities I can do during my commute to work?", "answer": "The user would prefer suggestions related to listening to new podcasts or audiobooks, especially the genre beyond true crime or self-improvement, such as history. They may not be interested in activities that require visual attention, such as reading or watching videos, as they are commuting. The user would not prefer general podcast topics such as true crime or self-improvement, as the user wants to explore other topics.", "abstain": false, "mem": "on", "response": "# Activities for Your Commute to Work\n\nBased on our past conversations, here are some suggestions tailored to what you've already been doing:\n\n## Podcasts (Your Current Favorite)\n\nYou've already discovered that **podcasts are a great fit for your commute**! You mentioned:\n- Enjoying \"How I Built This\" during your bus ride\n- Planning to listen to history podcasts (Hardcore History, Lore, The Dollop) during your upcoming bike commute\n- Having a 40-minute commute each way\n\n**Continue with podcasts** — you could rotate between:\n- Entrepreneurship/inspiration: \"How I Built This\"\n- History: Hardcore History, Lore, The Dollop\n- Mix in other genres you enjoy (true crime, self-improvement)\n\n## New Activities for Your Bike Commute\n\nSince you're planning to **bike commute from 123 Oak St to 456 Main St** (starting around 7:30 am to arrive by 8:30 am), here are audio-based activities:\n\n1. **Audiobooks** — Similar to podcasts but longer-form storytelling\n2. **Language learning apps** — Duolingo or Babbel during your ride\n3. **Motivational playlists** — Create a workout/commute playlist to energize your ride\n4. **Guided meditation or mindfulness** — You mentioned starting Headspace for self-care during lunch; you could use similar content during your commute\n\n## Safety Reminder\n\nKeep volume low enough to hear traffic and stay aware of your surroundings on your bike ride.\n\n**The key advantage**: Your commute is already productive — you're learning and staying entertained rather than checking email and social media, which you identified as time-wasting habits.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1405, "ms": 12379, "ingest": { "rows": 789, "ms": 146, "cached": 789 }, "recalled": 149, "queries": [ "commute to work", "how I get to work", "morning routine", "drive to work", "train ride", "bus ride" ], "blockRows": 59, "blockChars": 36712, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:34:42.947Z" } } }, { "id": "0a34ad58", "type": "single-session-preference", "question": "I’m a bit anxious about getting around Tokyo. Do you have any helpful tips?", "answer": "The user would prefer responses that utilize their existing resources, such as their Suica card and TripIt app, to provide personalized tips for navigating Tokyo's public transportation. They might not prefer general tips or recommendations that do not take into account their prior preparations.", "abstain": false, "mem": "on", "response": "Based on our conversations, I can see you're planning a trip to Tokyo and staying at the Park Hyatt Tokyo in Shinjuku! Here are some helpful tips to ease your anxiety about getting around:\n\n**Using Your Suica Card:**\n\nYou've already got a great tool—your Suica card makes transportation seamless. Simply tap it at ticket gates when entering and exiting stations on trains, buses, and subways. This works across most of Tokyo's public transportation system.\n\n**Key Transportation Routes You've Already Learned:**\n\n1. **From Narita Airport to Shinjuku:** You can take either the JR Narita Express (N'EX) or Keisei Skyliner, which takes 50-70 minutes and costs around ¥2,500-3,500. Just tap your Suica card at entry and exit gates.\n\n2. **To Tsukiji Fish Market:** From Shinjuku, take the JR Yamanote Line to Shimbashi Station, transfer to the Tokyo Metro Ginza Line to Tsukijishijo Station. Total time: 30-40 minutes.\n\n**General Tips:**\n\n* **Ask for help:** Station staff are helpful, and don't hesitate to ask locals for directions.\n* **Download Google Maps:** This app works great in Tokyo for navigation and includes train schedules.\n* **Plan ahead:** Check train schedules and plan your routes before you go, especially for early morning visits like Tsukiji Fish Market.\n* **Arrive early:** Give yourself extra time to find stations and platforms, especially on your first few trips.\n* **Keep your Suica card safe:** Monitor your card balance and recharge it at convenience stores like 7-Eleven when needed.\n\nYou mentioned feeling nervous about your trip—remember that Tokyo has excellent public transportation, and you're well-prepared with your Suica card and the TripIt app to stay organized. You've got this!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1069, "ms": 19048, "ingest": { "rows": 735, "ms": 86, "cached": 735 }, "recalled": 98, "queries": [ "Tokyo transportation tips", "getting around Tokyo", "Tokyo subway advice", "Tokyo travel recommendations", "Tokyo navigation", "Tokyo transit help" ], "blockRows": 51, "blockChars": 36242, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:44.930Z" } } }, { "id": "d3ab962e", "type": "multi-session", "question": "What is the total distance of the hikes I did on two consecutive weekends?", "answer": "8 miles", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the hikes you did on two consecutive weekends:\n\n1. **Red Rock Canyon** - 5 miles (two weekends ago from 2022-09-24, so around 2022-09-10)\n2. **Valley of Fire State Park** - 3-mile loop trail (last weekend from 2022-09-24, so around 2022-09-17)\n\n**Total distance: 8 miles**\n\nThese two hikes occurred on consecutive weekends in mid-September 2022.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.058, "ms": 8334, "ingest": { "rows": 768, "ms": 156, "cached": 768 }, "recalled": 101, "queries": [ "hike distance", "hiking trip", "miles hiked", "kilometers hiked", "weekend hike", "trail length" ], "blockRows": 57, "blockChars": 36478, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:47.056Z" } } }, { "id": "2311e44b", "type": "multi-session", "question": "How many pages do I have left to read in 'The Nightingale'?", "answer": "190", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you're currently on page 250 of 'The Nightingale' by Kristin Hannah, and the book has 440 pages total.\n\nSo you have:\n\n440 - 250 = **190 pages left to read**\n\nYou're about 57% of the way through the book, so you're past the halfway point! Keep up the great reading momentum.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0392, "ms": 11059, "ingest": { "rows": 749, "ms": 175, "cached": 749 }, "recalled": 101, "queries": [ "\"The Nightingale\" page", "\"The Nightingale\" reading progress", "read * pages of \"The Nightingale\"", "finished page * \"The Nightingale\"", "current page \"The Nightingale\"", "last page read \"The Nightingale\"" ], "blockRows": 50, "blockChars": 36418, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:49.262Z" } } }, { "id": "cc06de0d", "type": "multi-session", "question": "For my daily commute, how much more expensive was the taxi ride compared to the train fare?", "answer": "$6", "abstain": false, "mem": "on", "response": "Based on the memory, I can answer this directly:\n\n* **Taxi ride cost:** $12 (on last Wednesday, when you missed your train by 5 minutes)\n* **Your daily train fare:** $6\n\n**Difference:** $12 - $6 = **$6 more expensive**\n\nThe taxi ride cost you $6 more than your regular daily train fare.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0426, "ms": 9008, "ingest": { "rows": 720, "ms": 146, "cached": 720 }, "recalled": 78, "queries": [ "taxi ride cost", "train fare price", "commute taxi", "commute train", "taxi fare", "train ticket cost" ], "blockRows": 50, "blockChars": 36243, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:34:51.450Z" } } }, { "id": "a11281a2", "type": "multi-session", "question": "What was the approximate increase in Instagram followers I experienced in two weeks?", "answer": "100", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you had around **350 followers on Instagram** after two weeks of posting regularly.\n\nHowever, the excerpts do not specify your starting follower count at that time, so I cannot calculate the exact increase during those two weeks. To give you the precise growth number, I would need to know how many followers you had before you started posting regularly.\n\nWhat I can tell you is: **you reached 350 followers after two weeks of consistent posting** (mentioned on 2023-05-23).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 12992, "ingest": { "rows": 724, "ms": 107, "cached": 724 }, "recalled": 96, "queries": [ "Instagram followers", "follower count", "Instagram growth", "followers two weeks ago", "Instagram stats", "follower increase" ], "blockRows": 45, "blockChars": 35877, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:34:53.346Z" } } }, { "id": "4f54b7c9", "type": "multi-session", "question": "How many antique items did I inherit or acquire from my family members?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you inherited or acquired **4 antique/vintage items** from family members:\n\n1. **Antique tea set** - from your cousin Rachel (mentioned on 2023-05-25)\n2. **Vintage typewriter** - belonged to your dad (mentioned on 2023-05-25)\n3. **Vintage diamond necklace** - from your grandmother (mentioned on 2023-05-30)\n4. **Antique music box** - from your great-aunt (mentioned on 2023-05-30)\n\nAdditionally, you mentioned a **set of depression-era glassware from your mom** (mentioned on 2023-05-30), which would bring the total to **5 items**.\n\n**Total: 5 family heirlooms and antique items acquired or inherited.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0202, "ms": 10676, "ingest": { "rows": 730, "ms": 91, "cached": 730 }, "recalled": 60, "queries": [ "inherited antique", "acquired from family", "family heirloom", "grandfather's antiques", "grandmother's antiques", "parents' antiques" ], "blockRows": 53, "blockChars": 36269, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:55.352Z" } } }, { "id": "85fa3a3f", "type": "multi-session", "question": "What is the total cost of the new food bowl, measuring cup, dental chews, and flea and tick collar I got for Max?", "answer": "$50", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the costs for Max's items:\n\n1. **Stainless steel food bowl** (from Amazon): $15\n2. **Measuring cup** (from pet store): $5\n3. **Dental chews** (monthly cost): $10/month\n4. **Flea and tick collar** (one-time): $20\n\nIf you're asking for the one-time expenses (food bowl, measuring cup, and flea and tick collar):\n$15 + $5 + $20 = **$40**\n\nIf you're including one month of dental chews as well:\n$15 + $5 + $10 + $20 = **$50**\n\nThe total for the one-time purchases is **$40**, and if you add one month of dental chews, the total is **$50**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0204, "ms": 13308, "ingest": { "rows": 739, "ms": 137, "cached": 739 }, "recalled": 111, "queries": [ "food bowl cost", "measuring cup price", "dental chews cost", "flea and tick collar price", "Max food bowl", "Max flea and tick collar" ], "blockRows": 47, "blockChars": 36478, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:57.391Z" } } }, { "id": "9aaed6a3", "type": "multi-session", "question": "How much cashback did I earn at SaveMart last Thursday?", "answer": "$0.75", "abstain": false, "mem": "on", "response": "Based on the memory from our conversations, you spent $75 at SaveMart last Thursday (which would have been 2023-05-18, since today is 2023-05-30).\n\nYou mentioned that you have a SaveMart membership with 1% cashback on all purchases.\n\nYour cashback earnings from that $75 purchase would be:\n\n$75 × 0.01 = **$0.75 in cashback**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0702, "ms": 10117, "ingest": { "rows": 786, "ms": 80, "cached": 786 }, "recalled": 93, "queries": [ "SaveMart cashback", "SaveMart last Thursday", "cashback earned", "SaveMart receipt", "SaveMart rewards", "money back SaveMart" ], "blockRows": 55, "blockChars": 36509, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:34:59.342Z" } } }, { "id": "1f2b8d4f", "type": "multi-session", "question": "What is the difference in price between my luxury boots and the similar pair found at the budget store?", "answer": "$750", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's the price difference:\n\n- **Luxury boots**: $800 (purchased on 2023-05-22)\n- **Similar boots at budget store**: $50 (found on 2023-05-22)\n\n**Price difference**: $800 - $50 = **$750**\n\nYou could have saved $750 by purchasing the similar pair at the budget store instead of the luxury boots. This is quite a significant difference and understandably made you reflect on your spending habits!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0317, "ms": 12447, "ingest": { "rows": 770, "ms": 76, "cached": 770 }, "recalled": 79, "queries": [ "luxury boots price", "budget store boots price", "how much were my luxury boots", "cost of boots from budget store", "luxury boots brand", "budget store boots brand" ], "blockRows": 49, "blockChars": 36191, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:01.224Z" } } }, { "id": "e6041065", "type": "multi-session", "question": "What percentage of packed shoes did I wear on my last trip?", "answer": "40%", "abstain": false, "mem": "on", "response": "# Shoes Worn on Last Trip\n\nBased on the memory excerpts, you packed **2 shoes out of 5 pairs** on your last trip.\n\nYou stated: \"I packed a lot of shoes for my last trip, but I ended up only wearing two - my sneakers and sandals.\"\n\n**Percentage calculation:**\n2 shoes worn ÷ 5 shoes packed = **40%**\n\nYou wore 40% of the shoes you packed on your last trip.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0313, "ms": 9255, "ingest": { "rows": 728, "ms": 123, "cached": 728 }, "recalled": 116, "queries": [ "last trip packing list shoes", "shoes I packed", "shoes I wore", "what shoes did I bring", "packing list shoes", "shoes worn on trip" ], "blockRows": 59, "blockChars": 36662, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:03.185Z" } } }, { "id": "51c32626", "type": "multi-session", "question": "When did I submit my research paper on sentiment analysis?", "answer": "February 1st", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned that you \"submitted [a research paper on sentiment analysis] to ACL,\" but the excerpts do not contain the specific date when you submitted it.\n\nThe only date-related information I have is from your most recent conversation (2023-05-30), where you mentioned reviewing for ACL with a submission date of February 1st, but that refers to a conference submission deadline, not your own paper submission date.\n\n**I cannot determine when you submitted your sentiment analysis paper to ACL from the information available.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0476, "ms": 16428, "ingest": { "rows": 749, "ms": 134, "cached": 749 }, "recalled": 74, "queries": [ "submitted research paper sentiment analysis", "sentiment analysis paper submission", "sent research paper", "sentiment analysis project", "research paper deadline", "finished sentiment analysis paper" ], "blockRows": 48, "blockChars": 36264, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:35:05.223Z" } } }, { "id": "d905b33f", "type": "multi-session", "question": "What percentage discount did I get on the book from my favorite author?", "answer": "20%", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you bought a new release from your favorite author that was originally priced at $30, and you got it on sale at your favorite bookstore.\n\nHowever, the excerpts do not contain the specific sale price you paid, so I cannot calculate the exact percentage discount. You mentioned in one conversation that you got \"a book for $24 after a discount\" at your favorite bookstore, but that was referring to a different impulse purchase, not the new release from your favorite author.\n\nTo answer your question accurately, I would need to know the final price you paid for the new release.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 12267, "ingest": { "rows": 746, "ms": 85, "cached": 746 }, "recalled": 134, "queries": [ "favorite author", "book discount", "bought book", "percentage off book", "author name", "book price" ], "blockRows": 55, "blockChars": 37042, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:35:07.182Z" } } }, { "id": "7405e8b1", "type": "multi-session", "question": "Did I receive a higher percentage discount on my first order from HelloFresh, compared to my first UberEats order?", "answer": "Yes.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, yes, you received a higher percentage discount on your first HelloFresh order compared to your first UberEats order.\n\n**HelloFresh**: You got a **40% discount** on your first order (mentioned on 2023-05-23).\n\n**UberEats**: You got a **20% off** discount on your UberEats order last week (mentioned on 2023-05-28).\n\nSo your HelloFresh first-order discount of 40% was **20 percentage points higher** than your UberEats discount of 20%.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0278, "ms": 10635, "ingest": { "rows": 730, "ms": 127, "cached": 730 }, "recalled": 92, "queries": [ "HelloFresh first order discount", "HelloFresh promo code percentage", "UberEats first order discount", "UberEats promo code percentage", "HelloFresh welcome offer", "UberEats welcome offer" ], "blockRows": 46, "blockChars": 36449, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:09.110Z" } } }, { "id": "f35224e0", "type": "multi-session", "question": "What is the total number of episodes I've listened to from 'How I Built This' and 'My Favorite Murder'?", "answer": "27", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I can find:\n\n**How I Built This**: You mentioned you've finished around **15 episodes** (stated on 2023-05-29).\n\n**My Favorite Murder**: You mentioned you just finished episode **12** and try to listen to at least one episode a week (stated on 2023-05-26).\n\n**Total: 27 episodes** (15 + 12)\n\nHowever, I should note that for \"My Favorite Murder,\" the memory only captures that you had finished episode 12 as of May 26. Since today is May 30, you may have listened to additional episodes in the past few days, so the actual total could be higher.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0196, "ms": 11165, "ingest": { "rows": 764, "ms": 163, "cached": 764 }, "recalled": 101, "queries": [ "How I Built This episode", "listened to How I Built This", "My Favorite Murder episode", "listened to My Favorite Murder", "How I Built This podcast", "My Favorite Murder podcast" ], "blockRows": 48, "blockChars": 36597, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:11.092Z" } } }, { "id": "6456829e", "type": "multi-session", "question": "How many plants did I initially plant for tomatoes and cucumbers?", "answer": "8", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what you planted:\n\n**Tomatoes:** You planted **5 tomato plants** initially (mentioned in the conversation on 2023-05-29: \"I planted 5 tomato plants initially, and they've been producing like crazy\").\n\n**Cucumbers:** You have **3 cucumber plants** that are producing (mentioned in the conversation on 2023-05-28: \"I've been growing my own cucumbers in my garden, and I've got 3 plants that are producing a lot of them!\").\n\nSo in total, you initially planted **8 plants** (5 tomatoes + 3 cucumbers).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.023, "ms": 9288, "ingest": { "rows": 746, "ms": 143, "cached": 746 }, "recalled": 74, "queries": [ "how many tomato plants", "planted tomatoes", "number of tomato seedlings", "how many cucumber plants", "planted cucumbers", "number of cucumber seedlings" ], "blockRows": 50, "blockChars": 35945, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:13.176Z" } } }, { "id": "a4996e51", "type": "multi-session", "question": "How many hours do I work in a typical week during peak campaign seasons?", "answer": "50", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, during peak campaign seasons, you work up to **50 hours per week**.\n\nThis comes from your conversation on 2023-05-29, where you stated: \"During peak campaign seasons, I increase my work hours by 10 hours weekly to accommodate the additional workload.\" Since you normally work 40 hours per week (as mentioned in the 2023-05-24 conversation), adding 10 hours gives you a total of **50 hours per week during busy periods**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0267, "ms": 10712, "ingest": { "rows": 758, "ms": 171, "cached": 758 }, "recalled": 109, "queries": [ "peak campaign hours", "weekly hours during campaign", "campaign season schedule", "how many hours I work peak", "campaign workload", "typical week campaign hours" ], "blockRows": 49, "blockChars": 36645, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:15.034Z" } } }, { "id": "3c1045c8", "type": "multi-session", "question": "How much older am I than the average age of employees in my department?", "answer": "2.5 years", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you're currently 32 years old (stated on 2023-05-25), and the average age of employees in your department is 29.5 years old (mentioned on 2023-05-24).\n\n32 - 29.5 = 2.5 years\n\nYou are 2.5 years older than the average age of employees in your department.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1071, "ms": 11992, "ingest": { "rows": 774, "ms": 112, "cached": 774 }, "recalled": 116, "queries": [ "my age", "my birth date", "average age of employees in my department", "department employee ages", "my department staff ages", "my date of birth" ], "blockRows": 56, "blockChars": 37378, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:35:16.972Z" } } }, { "id": "60036106", "type": "multi-session", "question": "What was the total number of people reached by my Facebook ad campaign and Instagram influencer collaboration?", "answer": "12,000", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, here's what I found:\n\n**Facebook Ad Campaign:**\nYour previous Facebook ad campaign reached around **2,000 people** (run for five days with a $100 budget).\n\n**Instagram Influencer Collaboration:**\nYou recently collaborated with an influencer who promoted your product to her **10,000 followers**.\n\n**Total reach: 12,000 people** (2,000 from Facebook ads + 10,000 from the influencer collaboration)\n\nThis is a great combined reach! The influencer collaboration with 10,000 followers significantly expanded your audience beyond what your Facebook ad campaign alone could achieve.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0449, "ms": 10782, "ingest": { "rows": 739, "ms": 90, "cached": 739 }, "recalled": 77, "queries": [ "Facebook ad campaign reach", "Facebook ad results", "Instagram influencer collaboration reach", "Instagram influencer results", "total reach Facebook", "total reach Instagram" ], "blockRows": 48, "blockChars": 36105, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:18.969Z" } } }, { "id": "681a1674", "type": "multi-session", "question": "How many Marvel movies did I re-watch?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned watching **four Marvel movies** recently.\n\nYou stated this on 2023-05-21: \"I've actually watched Doctor Strange already, it was one of the four Marvel movies I watched recently.\"\n\nThe movies you've mentioned re-watching or watching are:\n1. Doctor Strange\n2. Avengers: Endgame (re-watched on 2023-05-20, the day before 2023-05-21)\n3. Spider-Man: No Way Home (mentioned on 2023-05-27)\n\nWhile you explicitly said you watched four Marvel movies recently, only three are named in the excerpts. The fourth movie is not identified in the conversations.\n\n**Total: 4 Marvel movies** (though only 3 are specifically named: Doctor Strange, Avengers: Endgame, and Spider-Man: No Way Home).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0172, "ms": 12138, "ingest": { "rows": 734, "ms": 110, "cached": 734 }, "recalled": 57, "queries": [ "Marvel movie", "watched Marvel", "re-watched Marvel", "MCU movie", "Avengers movie", "Iron Man movie" ], "blockRows": 51, "blockChars": 36371, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:35:21.000Z" } } }, { "id": "e25c3b8d", "type": "multi-session", "question": "How much did I save on the designer handbag at TK Maxx?", "answer": "$300", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-24 (Wed), you mentioned that you got a designer handbag from TK Maxx for $200.\n\nHowever, the excerpts don't contain the original price of that handbag, so I cannot calculate exactly how much you saved. To determine your savings, I would need to know what the handbag's original retail price was.\n\nWhat I can tell you is: you paid $200 for the designer handbag at TK Maxx.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 12377, "ingest": { "rows": 776, "ms": 113, "cached": 776 }, "recalled": 116, "queries": [ "TK Maxx handbag", "designer bag price", "TK Maxx savings", "how much I paid for the handbag", "handbag discount", "TK Maxx purchase" ], "blockRows": 56, "blockChars": 37104, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:35:22.868Z" } } }, { "id": "4adc0475", "type": "multi-session", "question": "What is the total number of goals and assists I have in the recreational indoor soccer league?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found about your soccer performance:\n\n**Goals:**\n- 2023-05-26: You scored 3 goals in the recreational indoor soccer league\n- 2023-05-28: You had 2 assists in the league\n\n**Total: 3 goals and 2 assists**\n\nHowever, I should note that in the 2023-05-28 conversation, you mentioned having \"two assists\" specifically, but there's a discrepancy in the earlier part of that same conversation where you initially mentioned \"several goals\" without a specific number. The clearest numbers stated are 3 goals (from 2023-05-26) and 2 assists (from 2023-05-28).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 13067, "ingest": { "rows": 753, "ms": 64, "cached": 753 }, "recalled": 107, "queries": [ "indoor soccer goals", "indoor soccer assists", "scored a goal soccer", "got an assist soccer", "soccer league stats", "indoor soccer game results" ], "blockRows": 54, "blockChars": 36676, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:24.783Z" } } }, { "id": "4bc144e2", "type": "multi-session", "question": "How much did I spend on car wash and parking ticket?", "answer": "$65", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are your car wash and parking ticket expenses:\n\n**Car Wash:**\n* Car wash on February 3rd: $15\n\n**Parking Ticket:**\n* Parking ticket on January 5th: $50\n\n**Total spent on car wash and parking ticket: $65**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0513, "ms": 10520, "ingest": { "rows": 766, "ms": 191, "cached": 766 }, "recalled": 95, "queries": [ "car wash cost", "car wash price", "parking ticket amount", "parking ticket fine", "paid for car wash", "paid for parking ticket" ], "blockRows": 51, "blockChars": 36697, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:26.825Z" } } }, { "id": "ef66a6e5", "type": "multi-session", "question": "How many sports have I played competitively in the past?", "answer": "two", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have played **2 sports competitively in the past**:\n\n1. **Tennis** - You played tennis competitively in high school (mentioned on 2023-05-26: \"considering I used to play tennis competitively in high school\")\n\n2. **Swimming** - You swam competitively in college (mentioned on 2023-05-26: \"I used to swim competitively in college\")", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 10164, "ingest": { "rows": 695, "ms": 100, "cached": 695 }, "recalled": 109, "queries": [ "sports I played", "competitive sports", "team I played for", "sports tournament", "sports league", "athletic competition" ], "blockRows": 52, "blockChars": 36443, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:28.786Z" } } }, { "id": "5025383b", "type": "multi-session", "question": "What are the two hobbies that led me to join online communities?", "answer": "photography and cooking", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the two hobbies that led you to join online communities are:\n\n1. **Photography** - You joined online photography communities to learn editing techniques in Lightroom, get feedback on your work, and connect with fellow photographers interested in street and portrait photography.\n\n2. **Cooking** - You joined online cooking communities to engage in discussions about recipe techniques, share your thoughts on food-related posts, and learn from other food enthusiasts.\n\nBoth of these hobbies have been important parts of your engagement with online communities, where you've been actively participating and learning from others who share your interests.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0594, "ms": 17169, "ingest": { "rows": 715, "ms": 92, "cached": 715 }, "recalled": 123, "queries": [ "hobbies online communities", "joined a community", "joined a forum", "started a hobby", "online group", "why I joined" ], "blockRows": 56, "blockChars": 36433, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:30.666Z" } } }, { "id": "a1cc6108", "type": "multi-session", "question": "How old was I when Alex was born?", "answer": "11", "abstain": false, "mem": "on", "response": "I don't have information in our past conversations about when Alex was born or your age at that time.\n\nHowever, I do know that Alex is your intern who is currently 21 years old (from our conversation on 2023-05-21). If you'd like to tell me Alex's birth date or when he was born, I can help you calculate your age at that time.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 8150, "ingest": { "rows": 742, "ms": 126, "cached": 742 }, "recalled": 111, "queries": [ "Alex born", "Alex birthday", "when was Alex born", "my birthday", "my date of birth", "how old am I" ], "blockRows": 62, "blockChars": 36865, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:35:32.495Z" } } }, { "id": "9ee3ecd6", "type": "multi-session", "question": "How many points do I need to earn to redeem a free skincare product at Sephora?", "answer": "100", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-29, you need **300 points** to redeem a free skincare product at Sephora.\n\nYou mentioned at that time that you were \"really close to redeeming a free skincare product from Sephora, I just need a total of 300 points and I'm all set!\" You had already earned 200 points as of 2023-05-21 (when you bought an eyeshadow palette and earned 50 points), so you were 100 points away from reaching the 300-point goal.\n\n**300 points total needed to redeem a free skincare product at Sephora.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.022, "ms": 10769, "ingest": { "rows": 727, "ms": 178, "cached": 727 }, "recalled": 99, "queries": [ "Sephora points", "Sephora rewards", "Sephora free skincare", "Sephora redemption", "Sephora points for product", "Sephora beauty insider" ], "blockRows": 57, "blockChars": 36332, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:35:34.503Z" } } }, { "id": "3fdac837", "type": "multi-session", "question": "What is the total number of days I spent in Japan and Chicago?", "answer": "11 days (or 12 days, if April 15th to 22nd is considered as 8 days)", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the days you spent in these cities:\n\n**Japan:**\n- You went to Japan from April 15th to 22nd (mentioned in conversation on 2023-05-29)\n- April 15 to April 22 = **7 days**\n\n**Chicago:**\n- You had a \"4-day trip to Chicago\" during your last visit in March (mentioned in conversation on 2023-05-23)\n- **4 days**\n\n**Total: 11 days** (7 days in Japan + 4 days in Chicago)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1882, "ms": 7773, "ingest": { "rows": 700, "ms": 148, "cached": 700 }, "recalled": 89, "queries": [ "Japan trip", "visited Japan", "Japan dates", "Chicago trip", "visited Chicago", "Chicago dates" ], "blockRows": 58, "blockChars": 36507, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:36.470Z" } } }, { "id": "91b15a6e", "type": "multi-session", "question": "What is the minimum amount I could get if I sold the vintage diamond necklace and the antique vanity?", "answer": "$5,150", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, here's what I can tell you about the minimum you could get:\n\n**Vintage Diamond Necklace**: You mentioned it's worth **$5,000** (appraised on 2023-05-23).\n\n**Antique Vanity**: You bought it for $150 and restored it. You stated you're confident it's worth \"at least $150\" now, considering the restoration work you've done.\n\n**Minimum total: $5,150**\n\nHowever, I should note that for the vanity, while you set $150 as a floor, the restoration work you've put in could allow you to sell it for more. In our earlier conversation, I suggested rough estimates of $200-$300 for minor improvements, $300-$500 for more extensive restoration, or potentially $500-$1,000+ for particularly rare or well-executed pieces. But if you're asking for the absolute minimum based on what you've stated, it would be the $150 you originally paid plus the necklace's appraised value of $5,000.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0258, "ms": 11264, "ingest": { "rows": 750, "ms": 150, "cached": 750 }, "recalled": 82, "queries": [ "vintage diamond necklace value", "antique vanity value", "diamond necklace price", "vanity price", "lowest estimate diamond necklace", "lowest estimate antique vanity" ], "blockRows": 50, "blockChars": 36205, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:38.583Z" } } }, { "id": "27016adc", "type": "multi-session", "question": "What percentage of the countryside property's price is the cost of the renovations I plan to do on my current house?", "answer": "10%", "abstain": false, "mem": "on", "response": "Looking at your plans, you mentioned:\n\n- The countryside property you're considering: **$200,000** (from the conversation on 2023-05-23)\n- The renovations you're planning for your current house: **$20,000** (from the conversation on 2023-05-26)\n\nTo calculate the percentage:\n($20,000 / $200,000) × 100 = **10%**\n\nThe cost of your planned renovations ($20,000) represents 10% of the price of the countryside property ($200,000).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0328, "ms": 12847, "ingest": { "rows": 754, "ms": 135, "cached": 754 }, "recalled": 101, "queries": [ "countryside property price", "cost of renovations current house", "renovation budget", "house renovation estimates", "countryside house cost", "how much for renovations" ], "blockRows": 43, "blockChars": 36024, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:40.459Z" } } }, { "id": "720133ac", "type": "multi-session", "question": "What is the total cost of Lola's vet visit and flea medication?", "answer": "$75", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-25, you mentioned that Lola's vet consultation fee was $50 (a discounted price for regular customers).\n\nFrom the conversation on 2023-05-30, you stated that Lola's flea and tick prevention medication was $25 for a 3-month supply.\n\n**Total cost: $50 + $25 = $75**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.04, "ms": 10781, "ingest": { "rows": 729, "ms": 95, "cached": 729 }, "recalled": 106, "queries": [ "Lola vet visit cost", "Lola flea medication price", "vet bill Lola", "paid for flea meds Lola", "veterinary expenses Lola", "cost of vet appointment Lola" ], "blockRows": 55, "blockChars": 36763, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:35:42.333Z" } } }, { "id": "77eafa52", "type": "multi-session", "question": "How much more did I have to pay for the trip after the initial quote?", "answer": "$300", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find information about price changes for your Japan trip with Sakura Travel Agency:\n\n- **Initial quote**: $2,500 for the entire trip\n- **Corrected price**: $2,800 for the entire trip\n\n**Difference**: $2,800 - $2,500 = **$300 more**\n\nSo you had to pay an additional $300 after the initial quote (conversation on 2023-05-21).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0357, "ms": 8159, "ingest": { "rows": 777, "ms": 108, "cached": 777 }, "recalled": 79, "queries": [ "trip quote", "trip cost", "trip price", "paid for trip", "additional trip expenses", "trip final total" ], "blockRows": 60, "blockChars": 36499, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:44.318Z" } } }, { "id": "8979f9ec", "type": "multi-session", "question": "What is the total number of lunch meals I got from the chicken fajitas and lentil soup?", "answer": "8 meals", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found:\n\n**Chicken Fajitas:** On 2023-05-24, you mentioned \"This is the third meal I got from my chicken fajitas.\" → **3 meals**\n\n**Lentil Soup:** On 2023-05-26, you stated \"I just made a big batch of lentil soup that lasted me for 5 lunches\" → **5 lunches**\n\nThis is also confirmed again on 2023-05-26 when you mentioned \"I recently made a big batch of lentil soup that lasted me for 5 lunches.\"\n\n**Total: 3 + 5 = 8 lunch meals** from the chicken fajitas and lentil soup combined.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0426, "ms": 13844, "ingest": { "rows": 732, "ms": 66, "cached": 732 }, "recalled": 67, "queries": [ "chicken fajitas lunch", "lentil soup lunch", "had chicken fajitas", "ate chicken fajitas", "had lentil soup", "ate lentil soup" ], "blockRows": 49, "blockChars": 36283, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:46.217Z" } } }, { "id": "0100672e", "type": "multi-session", "question": "How much did I spend on each coffee mug for my coworkers?", "answer": "$12", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you spent **$60 total on coffee mugs for your coworkers**, but the excerpts do not specify how much you spent per individual mug.\n\nFrom the conversation on 2023-05-27, you mentioned: \"I once spent $60 on some coffee mugs for my coworkers, and it was a bit of a splurge, but they loved them.\"\n\nAnd from the conversation on 2023-05-28, you mentioned you \"purchased 5 coffee mugs with funny quotes related to our profession, one for each of them.\"\n\nIf we divide the total by the number of mugs: $60 ÷ 5 mugs = **$12 per mug**, but this is calculated from the information given rather than explicitly stated.\n\n**You spent $60 total on 5 coffee mugs for your coworkers, which works out to approximately $12 per mug.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0159, "ms": 13648, "ingest": { "rows": 739, "ms": 75, "cached": 739 }, "recalled": 108, "queries": [ "coffee mug price", "bought mugs for coworkers", "cost of mugs", "coworker gifts spending", "mug receipt", "how much did the mugs cost" ], "blockRows": 54, "blockChars": 36481, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:48.134Z" } } }, { "id": "a96c20ee", "type": "multi-session", "question": "At which university did I present a poster on my thesis research?", "answer": "Harvard University", "abstain": false, "mem": "on", "response": "According to the memory excerpts, you presented your poster on your thesis research at **Harvard University**. \n\nIn the conversation from 2023-05-21, you mentioned: \"I've been to Harvard University to attend my first research conference and saw some interesting projects on AI in education.\"\n\nYour research focused on AI-powered adaptive learning systems and their potential to promote equity and inclusion in education.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0615, "ms": 8721, "ingest": { "rows": 743, "ms": 161, "cached": 743 }, "recalled": 105, "queries": [ "presented a poster", "thesis research poster", "university presentation", "conference poster", "thesis presentation", "where did I present my poster" ], "blockRows": 59, "blockChars": 36877, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:50.132Z" } } }, { "id": "92a0aa75", "type": "multi-session", "question": "How long have I been working in my current role?", "answer": "1 year and 5 months", "abstain": false, "mem": "on", "response": "I don't have information in our past conversations about your current role or how long you've been in it.\n\nHowever, I can see from our memory that you are a **Senior Marketing Specialist** who has been working closely with Tom (your point of contact on the sales team) on sales strategies and a new product launch. The conversations about this role date from late May 2023, but the excerpts don't specify when you started in this position.\n\nIf you'd like to tell me more about your current role and how long you've been in it, I'd be happy to remember that for future reference!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0182, "ms": 10359, "ingest": { "rows": 721, "ms": 97, "cached": 721 }, "recalled": 145, "queries": [ "when did I start my current job", "new role start date", "hired as", "promotion date", "started working at", "job title change" ], "blockRows": 53, "blockChars": 36874, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:35:52.180Z" } } }, { "id": "3fe836c9", "type": "multi-session", "question": "How much more was the pre-approval amount than the final sale price of the house?", "answer": "$25,000", "abstain": false, "mem": "on", "response": "Based on the memory excerpts:\n\n- **Pre-approval amount for mortgage:** $350,000 (from conversation on 2023-05-29)\n- **Final sale price of the house:** $325,000 (from conversation on 2023-05-23)\n\nThe pre-approval amount was **$25,000 more** than the final sale price.\n\n$350,000 - $325,000 = $25,000", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0816, "ms": 9001, "ingest": { "rows": 712, "ms": 138, "cached": 712 }, "recalled": 127, "queries": [ "pre-approval amount", "pre-approved for", "final sale price", "bought the house for", "closing price", "offer accepted" ], "blockRows": 51, "blockChars": 36316, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:35:54.079Z" } } }, { "id": "1c549ce4", "type": "multi-session", "question": "What is the total cost of the car cover and detailing spray I purchased?", "answer": "$140", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find the cost of one item:\n\n- **Waterproof car cover**: $120 (purchased before 2023-05-25)\n\nHowever, the excerpts do not contain the specific price you paid for the detailing spray. You mentioned getting a detailing spray from Amazon for $20 that removed tar and bug stains, but this was a past purchase you referenced when discussing getting another detailing spray — it's not clear if this is the same spray or a different one you're currently planning to get.\n\n**Total cost (with available information)**: $120 (car cover) + $20 (if referring to the Amazon detailing spray) = **$140**, but I cannot confirm the detailing spray price with certainty from the excerpts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0189, "ms": 10580, "ingest": { "rows": 720, "ms": 147, "cached": 720 }, "recalled": 88, "queries": [ "car cover price", "detailing spray cost", "bought car cover", "purchased detailing spray", "car cover receipt", "detailing spray receipt" ], "blockRows": 47, "blockChars": 36257, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:55.979Z" } } }, { "id": "6c49646a", "type": "multi-session", "question": "What is the total distance I covered in my four road trips?", "answer": "3,000 miles", "abstain": false, "mem": "on", "response": "Looking through the memory, I can identify the following road trips with stated distances:\n\n1. **Yellowstone National Park trip** (last month, mentioned on 2023-05-26): 1,200 miles\n2. **Three road trips combined** (mentioned on 2023-05-23): 1,800 miles total\n - Solo trip to Durango\n - Weekend trip to Breckenridge\n - Family trip to Santa Fe\n\nHowever, there's an overlap issue here. On 2023-05-23, you mentioned covering \"a total of 1,800 miles on my recent three road trips,\" and then on 2023-05-26, you mentioned the Yellowstone trip was \"last month\" with 1,200 miles. \n\nIf the Yellowstone trip (1,200 miles) is separate from the three trips totaling 1,800 miles, your total would be **3,000 miles across four road trips**.\n\nIf the Yellowstone trip is one of the three trips included in the 1,800-mile total, then the total is **1,800 miles**.\n\nBased on the dates and context, it appears the Yellowstone trip (completed in April) is separate from the three Colorado area trips (Durango, Breckenridge, Santa Fe) mentioned later.\n\n**Total distance across four road trips: 3,000 miles** (1,200 miles to Yellowstone + 1,800 miles for the three Colorado trips).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0316, "ms": 12899, "ingest": { "rows": 703, "ms": 158, "cached": 703 }, "recalled": 91, "queries": [ "road trip distance", "miles driven", "kilometers driven", "trip 1 distance", "trip 2 distance", "trip 3 distance" ], "blockRows": 50, "blockChars": 36482, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:35:57.907Z" } } }, { "id": "1192316e", "type": "multi-session", "question": "What is the total time it takes I to get ready and commute to work?", "answer": "an hour and a half", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found about your morning routine and commute:\n\n**Morning routine (from conversation on 2023-05-23):**\n- Wake up: 6:30 AM\n- Total time to get ready: about 1 hour\n - 20-minute meditation session\n - 30-minute workout\n - Quick breakfast\n\n**Commute to work (from conversation on 2023-05-20):**\n- Daily commute time: about 30 minutes\n\n**Total time: approximately 1 hour 30 minutes** (1 hour to get ready + 30 minutes commute)\n\nSo from the time you wake up at 6:30 AM until you arrive at work, it takes you about 1.5 hours total.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0396, "ms": 12521, "ingest": { "rows": 707, "ms": 145, "cached": 707 }, "recalled": 162, "queries": [ "how long it takes to get ready", "morning routine time", "commute to work time", "drive to work", "time to get dressed", "travel time to office" ], "blockRows": 48, "blockChars": 36923, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:00.116Z" } } }, { "id": "0ea62687", "type": "multi-session", "question": "How much more miles per gallon was my car getting a few months ago compared to now?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your car was getting **30 miles per gallon in the city a few months ago** (mentioned on 2023-05-20), and more recently you've been getting **28 miles per gallon in the city** (mentioned on 2023-05-24).\n\n**The difference: 2 miles per gallon** — your fuel efficiency has decreased by 2 MPG.\n\nThis decrease is likely why you were considering a tune-up, which included checking your air filter, spark plugs, tire pressure, and getting an overdue oil change (which was about 1,000 miles overdue at that time).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0225, "ms": 9028, "ingest": { "rows": 719, "ms": 115, "cached": 719 }, "recalled": 130, "queries": [ "mpg", "miles per gallon", "gas mileage", "fuel economy", "car efficiency", "gas station" ], "blockRows": 57, "blockChars": 36562, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:02.122Z" } } }, { "id": "67e0d0f2", "type": "multi-session", "question": "What is the total number of online courses I've completed?", "answer": "20", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find the following explicit mention of completed online courses:\n\nIn the conversation on 2023-05-27, you stated: \"Since I've already completed 12 courses on Coursera, I'm confident that I have a solid foundation in data analysis...\"\n\n**Total number of online courses completed: 12 courses on Coursera**\n\n(Note: The excerpts also mention you've taken \"some courses on Coursera\" and built \"a solid foundation in data analysis through online courses on edX\" from the 2023-05-21 conversation, but the specific number for edX courses is not stated, so the confirmed total is 12 Coursera courses.)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 8846, "ingest": { "rows": 762, "ms": 137, "cached": 762 }, "recalled": 124, "queries": [ "completed online course", "finished course", "certificate received", "course completion", "passed the course", "completed certification" ], "blockRows": 52, "blockChars": 36570, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:36:04.103Z" } } }, { "id": "bb7c3b45", "type": "multi-session", "question": "How much did I save on the Jimmy Choo heels?", "answer": "$300", "abstain": false, "mem": "on", "response": "According to the memory, you bought your Jimmy Choo heels at the outlet mall for $200, and the original retail price was $500.\n\n**Savings calculation:**\n$500 (original price) - $200 (outlet price) = $300 saved\n\nYou saved $300 on the Jimmy Choo heels.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0526, "ms": 10024, "ingest": { "rows": 745, "ms": 163, "cached": 745 }, "recalled": 113, "queries": [ "Jimmy Choo heels", "Jimmy Choo price", "Jimmy Choo discount", "bought Jimmy Choo", "Jimmy Choo sale", "Jimmy Choo cost" ], "blockRows": 55, "blockChars": 36556, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:06.144Z" } } }, { "id": "ba358f49", "type": "multi-session", "question": "How many years will I be when my friend Rachel gets married?", "answer": "33", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I found that your friend Rachel is getting married next year. The conversation mentioning this took place on 2022-09-01 (today's date according to the system).\n\nHowever, the excerpts do not contain your current age, which I would need to calculate how old you'll be when Rachel gets married. The only age information in the memory is that you are 32 years old (mentioned in a skincare conversation), but I cannot confirm if this is current or from a different context.\n\nIf you are currently 32 years old, and Rachel's wedding is next year (2023), you would be 33 years old when she gets married.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0187, "ms": 10295, "ingest": { "rows": 681, "ms": 131, "cached": 681 }, "recalled": 139, "queries": [ "Rachel wedding date", "Rachel getting married", "my age", "my birthday", "how old am I", "when is Rachel's wedding" ], "blockRows": 63, "blockChars": 37050, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:08.216Z" } } }, { "id": "61f8c8f8", "type": "multi-session", "question": "How much faster did I finish the 5K run compared to my previous year's time?", "answer": "10 minutes", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can calculate the difference in your 5K times:\n\n- **Previous year's time**: 45 minutes\n- **Recent 5K time**: 35 minutes\n\n**Time improvement**: 45 minutes - 35 minutes = **10 minutes faster**\n\nYou finished your recent 5K run 10 minutes faster than your previous year's time, which is excellent progress!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 9421, "ingest": { "rows": 727, "ms": 141, "cached": 727 }, "recalled": 110, "queries": [ "5K run time", "5K race result", "last year 5K", "previous year 5K", "running time", "5K finish" ], "blockRows": 50, "blockChars": 36545, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:10.240Z" } } }, { "id": "60159905", "type": "multi-session", "question": "How many dinner parties have I attended in the past month?", "answer": "three", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following dinner parties you attended in the past month:\n\n1. **Sarah's Italian feast** - mentioned on 2023-05-22, described as happening \"last week,\" which would be around mid-May\n2. **Alex's place potluck** - mentioned on 2023-05-21, described as happening \"yesterday,\" which would be 2023-05-20\n3. **Mike's place BBQ** - mentioned on 2023-05-21, where you watched a football game together\n\nThese are dinner parties or similar social dining events you attended. However, the excerpts do not explicitly state dates for all of these events, so there may be additional gatherings that aren't clearly documented. Based on what is explicitly mentioned, **at least 3 dinner parties or similar dining events** took place in the past month (from approximately late April to late May 2023).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 11249, "ingest": { "rows": 705, "ms": 147, "cached": 705 }, "recalled": 102, "queries": [ "dinner party", "went to dinner", "dinner with friends", "hosted dinner", "dinner invitation", "ate dinner at" ], "blockRows": 55, "blockChars": 36693, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:12.217Z" } } }, { "id": "ef9cf60a", "type": "multi-session", "question": "How much did I spend on gifts for my sister?", "answer": "$300", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what you spent on gifts for your sister:\n\n1. **Silver necklace from Tiffany's** (mentioned on 2023-05-22): $200\n2. **Gift card to her favorite spa** (mentioned on 2023-05-30): $100\n\n**Total: $300**\n\nThese are the two gifts explicitly stated with amounts in our conversations. There may be other gifts you've given your sister that weren't mentioned in our discussions.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0286, "ms": 9355, "ingest": { "rows": 774, "ms": 157, "cached": 774 }, "recalled": 78, "queries": [ "gifts for sister", "bought sister", "sister's birthday gift", "sister's Christmas gift", "spent on sister", "sister gift cost" ], "blockRows": 55, "blockChars": 36428, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:14.342Z" } } }, { "id": "73d42213", "type": "multi-session", "question": "What time did I reach the clinic on Monday?", "answer": "9:00 AM", "abstain": false, "mem": "on", "response": "According to the memory from your conversation on 2023-05-20, you mentioned that you \"got back to the office around 1:00 PM\" after your doctor's appointment on Monday. However, the excerpts do not specify what time you actually reached the clinic itself—only when you returned to the office afterward.\n\nTo answer your question completely, I would need information about when you arrived at the clinic, which is not stated in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0278, "ms": 8549, "ingest": { "rows": 761, "ms": 113, "cached": 761 }, "recalled": 80, "queries": [ "clinic Monday", "arrived at clinic", "reached the clinic", "Monday appointment", "clinic check-in", "Monday visit" ], "blockRows": 67, "blockChars": 36919, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:36:16.388Z" } } }, { "id": "bc149d6b", "type": "multi-session", "question": "What is the total weight of the new feed I purchased in the past two months?", "answer": "70 pounds", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following feed purchases you've made in the past two months:\n\n1. **Layer feed** (on 2023-05-22): 50 pounds - purchased for $120 with a 10% discount\n2. **Organic scratch grains** (on 2023-05-22): 20 pounds - purchased recently\n\n**Total weight of feed purchased: 70 pounds**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 15029, "ingest": { "rows": 716, "ms": 167, "cached": 716 }, "recalled": 98, "queries": [ "purchased feed", "bought feed", "feed weight", "feed amount", "feed delivery", "feed order" ], "blockRows": 57, "blockChars": 36697, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:18.419Z" } } }, { "id": "099778bb", "type": "multi-session", "question": "What percentage of leadership positions do women hold in the my company?", "answer": "20%", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-21, you mentioned that **women occupy 20 of the leadership positions in your company**.\n\nHowever, to calculate the percentage, I need to know the total number of leadership positions at your company. In a later conversation on 2023-05-30, you mentioned that you have **a total of 100 leadership positions across the company**.\n\nUsing these two figures:\n- Women in leadership: 20\n- Total leadership positions: 100\n- Percentage: (20 ÷ 100) × 100 = **20%**\n\n**Women hold 20% of the leadership positions in your company.**\n\nYou can use this figure to compare against industry benchmarks using the resources I mentioned earlier, such as Catalyst's Pyramid Reports, McKinsey's Women in the Workplace Report, or Korn Ferry's Global Leadership Forecast, to see how your company's representation of women in leadership compares to similar companies in your industry and size.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0148, "ms": 17683, "ingest": { "rows": 743, "ms": 122, "cached": 743 }, "recalled": 97, "queries": [ "women leadership positions percentage", "female executives count", "gender diversity leadership stats", "women in management", "leadership team demographics", "percentage of women leaders" ], "blockRows": 43, "blockChars": 36171, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:20.250Z" } } }, { "id": "09ba9854", "type": "multi-session", "question": "How much will I save by taking the train from the airport to my hotel instead of a taxi?", "answer": "$50", "abstain": false, "mem": "on", "response": "Based on the conversations in my memory, I can calculate the savings for you.\n\nFrom our earlier discussions about your Tokyo trip:\n\n- **Taxi fare**: You were told it would cost around $60\n- **Train fare**: The most affordable train option would be the Keisei Skyliner Train + Subway, which costs around ¥2,520 (approximately $23 USD) one way, plus potentially ¥200-400 (around $2-4 USD) for the subway to reach your hotel in Shinjuku. This totals approximately $25-27.\n\n**Savings calculation:**\n$60 (taxi) - $25-27 (train) = **approximately $33-35 in savings**\n\nBy taking the train instead of a taxi, you would save roughly **$33-35**, which is a significant savings of over 50%. The train is not only more economical but also efficient, with a journey time of around 60-70 minutes total to Shinjuku Station, after which you can take a short taxi ride or walk to your hotel.\n\nThis aligns with my earlier recommendation that the train would be a more budget-friendly option compared to the taxi, especially since you mentioned $60 was a bit pricey for you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.012, "ms": 13541, "ingest": { "rows": 738, "ms": 92, "cached": 738 }, "recalled": 80, "queries": [ "airport train cost", "airport taxi price", "hotel location", "train to hotel", "taxi to hotel", "transportation costs" ], "blockRows": 50, "blockChars": 36268, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:36:22.165Z" } } }, { "id": "d6062bb9", "type": "multi-session", "question": "What is the total number of views on my most popular videos on YouTube and TikTok?", "answer": "1,998", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are your most popular videos:\n\n**YouTube:**\n- Social media analytics tutorial: **542 views**\n\n**TikTok:**\n- Luna chasing a laser pointer: **1,456 views**\n\n**Total combined views: 1,998 views**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1212, "ms": 8230, "ingest": { "rows": 778, "ms": 151, "cached": 778 }, "recalled": 94, "queries": [ "YouTube views", "most popular YouTube video", "TikTok views", "most popular TikTok video", "YouTube analytics", "TikTok analytics" ], "blockRows": 46, "blockChars": 36505, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:24.098Z" } } }, { "id": "157a136e", "type": "multi-session", "question": "How many years older is my grandma than me?", "answer": "43", "abstain": false, "mem": "on", "response": "I don't have information about your age in the memory excerpts. The excerpts mention that your grandma is 75 years old (her 75th birthday celebration is referenced), but there's no information about your current age to calculate the age difference.\n\nTo answer this question, I would need to know your age.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 12544, "ingest": { "rows": 761, "ms": 139, "cached": 761 }, "recalled": 126, "queries": [ "my birthday", "my date of birth", "my age", "grandma's birthday", "grandma's date of birth", "grandma's age" ], "blockRows": 49, "blockChars": 36954, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:36:25.987Z" } } }, { "id": "c18a7dc8", "type": "multi-session", "question": "How many years older am I than when I graduated from college?", "answer": "7", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you graduated from college at age 25 with a Bachelor's degree in Business Administration with a concentration in Marketing from the University of California, Berkeley.\n\nToday's date is 2023-05-30. If you were 25 when you graduated, that means you are now 32 years old (since you're described as \"a 32-year-old Digital Marketing Specialist at TechSavvy Inc.\" in the conversation from 2023-05-25).\n\n**You are 7 years older than when you graduated from college** (32 - 25 = 7 years).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0235, "ms": 15734, "ingest": { "rows": 758, "ms": 165, "cached": 758 }, "recalled": 120, "queries": [ "college graduation date", "when did I graduate college", "graduated from college", "graduation year", "my age when I graduated", "college degree date" ], "blockRows": 50, "blockChars": 36806, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:27.967Z" } } }, { "id": "a3332713", "type": "multi-session", "question": "What is the total amount I spent on gifts for my coworker and brother?", "answer": "$200", "abstain": false, "mem": "on", "response": "Based on the excerpts, here are your gifts to your coworker and brother:\n\n* **Brother's graduation gift (May)**: $100 gift card to his favorite electronics store\n* **Coworker's baby shower gift (last month)**: $100 set of baby clothes and toys from Buy Buy Baby\n\n**Total spent on gifts for your coworker and brother: $200**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.037, "ms": 11892, "ingest": { "rows": 719, "ms": 135, "cached": 719 }, "recalled": 100, "queries": [ "gift for coworker", "bought coworker", "gift for brother", "bought brother", "spent on coworker", "spent on brother" ], "blockRows": 69, "blockChars": 36739, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:29.937Z" } } }, { "id": "55241a1f", "type": "multi-session", "question": "What is the total number of comments on my recent Facebook Live session and my most popular YouTube video?", "answer": "33", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the comment counts:\n\n1. **Facebook Live session on vegan recipes** (mentioned on 2023-05-23): **12 comments**\n2. **Most popular YouTube video on social media analytics** (mentioned on 2023-05-24): **21 comments**\n\n**Total: 33 comments** across both videos.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0444, "ms": 8870, "ingest": { "rows": 764, "ms": 99, "cached": 764 }, "recalled": 78, "queries": [ "Facebook Live comments", "Facebook Live session", "YouTube video comments", "most popular YouTube video", "YouTube video views", "YouTube video stats" ], "blockRows": 46, "blockChars": 36116, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:36:31.941Z" } } }, { "id": "a08a253f", "type": "multi-session", "question": "How many days a week do I attend fitness classes?", "answer": "4 days.", "abstain": false, "mem": "on", "response": "Based on the memory, you attend fitness classes **4 days a week**:\n\n- **Tuesdays**: 6:30 pm - Zumba class\n- **Thursdays**: 6:30 pm - Zumba class\n- **Wednesdays**: Yoga class\n- **Saturdays**: 10:00 am - Weightlifting class", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1212, "ms": 7926, "ingest": { "rows": 783, "ms": 145, "cached": 783 }, "recalled": 114, "queries": [ "fitness class", "gym schedule", "workout days", "yoga class", "pilates class", "exercise routine" ], "blockRows": 55, "blockChars": 36586, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:33.703Z" } } }, { "id": "f0e564bc", "type": "multi-session", "question": "What is the total amount I spent on the designer handbag and high-end skincare products?", "answer": "$1,300", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find the following amounts you spent:\n\n1. **Coach handbag**: $800 (mentioned on 2023-05-23)\n2. **High-end skincare products from Nordstrom anniversary sale**: $500 (mentioned on 2023-05-28)\n\n**Total amount spent: $1,300**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0952, "ms": 15307, "ingest": { "rows": 755, "ms": 133, "cached": 755 }, "recalled": 107, "queries": [ "designer handbag price", "handbag cost", "skincare products price", "skincare cost", "high-end skincare purchase", "luxury skincare spending" ], "blockRows": 41, "blockChars": 36383, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:35.843Z" } } }, { "id": "078150f1", "type": "multi-session", "question": "How much more money did I raise than my initial goal in the charity cycling event?", "answer": "$50", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you initially aimed to raise $200 in donations for the local children's hospital at the charity cycling event on 2023-05-20.\n\nLater, on 2023-05-28, you mentioned that you raised $250 in donations at the charity cycling event.\n\nSo you raised $50 more than your initial goal ($250 - $200 = $50).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0364, "ms": 18116, "ingest": { "rows": 799, "ms": 153, "cached": 799 }, "recalled": 108, "queries": [ "charity cycling event goal", "charity cycling event total raised", "how much did I raise for cycling", "cycling fundraiser target", "donations for charity ride", "cycling event fundraising amount" ], "blockRows": 56, "blockChars": 36401, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:36:37.796Z" } } }, { "id": "8cf4d046", "type": "multi-session", "question": "What is the average GPA of my undergraduate and graduate studies?", "answer": "3.83", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, here are your academic records:\n\n**Undergraduate Studies** (University of Mumbai):\n- GPA: 3.86 out of 4.0 (First-Class distinction with 83% overall percentage)\n\n**Graduate Studies** (University of Illinois at Urbana-Champaign):\n- GPA: 3.8 out of 4.0\n\n**Average GPA:**\n(3.86 + 3.8) ÷ 2 = **3.83 out of 4.0**\n\nYou have maintained an excellent academic record across both your undergraduate and graduate studies, with an average GPA of 3.83 out of 4.0.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0482, "ms": 13842, "ingest": { "rows": 725, "ms": 89, "cached": 725 }, "recalled": 65, "queries": [ "undergraduate GPA", "college GPA", "graduate GPA", "masters GPA", "PhD GPA", "grad school GPA" ], "blockRows": 47, "blockChars": 36357, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:39.617Z" } } }, { "id": "a346bb18", "type": "multi-session", "question": "How many minutes did I exceed my target time by in the marathon?", "answer": "12", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you completed your first full marathon in **4 hours and 22 minutes**, and your target time was **4 hours and 10 minutes**.\n\nLet me calculate the difference:\n- Actual time: 4:22\n- Target time: 4:10\n- Difference: 4:22 - 4:10 = **12 minutes over target**\n\nYou exceeded your target time by **12 minutes**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0357, "ms": 16557, "ingest": { "rows": 726, "ms": 162, "cached": 726 }, "recalled": 106, "queries": [ "marathon finish time", "marathon target time", "marathon goal time", "marathon result", "how long did the marathon take", "marathon pace" ], "blockRows": 48, "blockChars": 36525, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:41.758Z" } } }, { "id": "37f165cf", "type": "multi-session", "question": "What was the page count of the two novels I finished in January and March?", "answer": "856", "abstain": false, "mem": "on", "response": "The excerpts do not contain information about novels you finished in January and March. \n\nThe memory shows you finished \"The Power\" by Naomi Alderman in December 2022 (341 pages) and a 416-page novel before that, but there are no records of novels completed in January or March with specific page counts mentioned.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 10380, "ingest": { "rows": 820, "ms": 102, "cached": 820 }, "recalled": 75, "queries": [ "novels finished January", "books read January", "novels finished March", "books read March", "page count January novel", "page count March novel" ], "blockRows": 47, "blockChars": 36386, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:36:43.559Z" } } }, { "id": "8e91e7d9", "type": "multi-session", "question": "What is the total number of siblings I have?", "answer": "4", "abstain": false, "mem": "on", "response": "Based on the excerpts from our conversations, you have mentioned the following siblings:\n\n1. **3 sisters** - mentioned on 2023-05-24: \"I come from a family with 3 sisters\"\n2. **1 brother** - mentioned on 2023-05-25: \"I have a brother, which might be influencing my social circle dynamics\"\n\n**Total number of siblings: 4** (3 sisters and 1 brother)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0357, "ms": 9087, "ingest": { "rows": 749, "ms": 146, "cached": 749 }, "recalled": 124, "queries": [ "my brothers", "my sisters", "my siblings", "who are my siblings", "my family members", "how many siblings" ], "blockRows": 59, "blockChars": 36932, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:45.589Z" } } }, { "id": "87f22b4a", "type": "multi-session", "question": "How much have I made from selling eggs this month?", "answer": "$120", "abstain": false, "mem": "on", "response": "Based on the MEMORY, I can see that you've sold eggs this month, but I don't have enough information to calculate your total earnings.\n\nHere's what I know:\n- On 2023-05-22, you mentioned you've sold **40 dozen eggs so far** this month\n- On 2023-05-26, you mentioned you've been **selling eggs to your neighbor for $3 a dozen**\n\n**Calculation:**\n40 dozen eggs × $3 per dozen = **$120**\n\nHowever, this is based on the 40 dozen you had sold by May 22nd. Since today is May 30th, you may have sold additional eggs in the past week that aren't reflected in the MEMORY. So your total earnings this month are **at least $120**, but likely more.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0169, "ms": 11834, "ingest": { "rows": 734, "ms": 152, "cached": 734 }, "recalled": 102, "queries": [ "sold eggs", "egg sales", "money from eggs", "egg income", "sold a dozen eggs", "egg profit" ], "blockRows": 45, "blockChars": 36545, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:47.691Z" } } }, { "id": "e56a43b9", "type": "multi-session", "question": "How much discount will I get on my next purchase at FreshMart?", "answer": "$5", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-24, you mentioned that you reached 500 points at FreshMart, and you stated that \"500 points gets me a $5 discount on my next purchase.\"\n\nTherefore, you will get a **$5 discount** on your next purchase at FreshMart.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0455, "ms": 9551, "ingest": { "rows": 699, "ms": 87, "cached": 699 }, "recalled": 98, "queries": [ "FreshMart discount", "FreshMart coupon", "FreshMart promo code", "FreshMart reward", "FreshMart voucher", "FreshMart offer" ], "blockRows": 56, "blockChars": 36396, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:36:49.643Z" } } }, { "id": "efc3f7c2", "type": "multi-session", "question": "How much earlier do I wake up on Fridays compared to other weekdays?", "answer": "30 minutes", "abstain": false, "mem": "on", "response": "Based on the MEMORY, I can answer this from your morning routine planning:\n\nOn weekdays (Monday to Friday), you wake up at **6:30 AM**.\n\nOn Fridays, you wake up at **6:00 AM**.\n\nThe difference is **30 minutes earlier on Fridays** compared to other weekdays.\n\nThis was mentioned in conversation on 2023-05-29 when you said: \"By the way, on Fridays, I like to get a head start, so I wake up at 6:00 AM.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0526, "ms": 10314, "ingest": { "rows": 747, "ms": 171, "cached": 747 }, "recalled": 68, "queries": [ "wake up time Friday", "wake up time Monday", "wake up time Tuesday", "wake up time Wednesday", "wake up time Thursday", "what time did I wake up" ], "blockRows": 71, "blockChars": 37229, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:51.567Z" } } }, { "id": "21d02d0d", "type": "multi-session", "question": "How many fun runs did I miss in March due to work commitments?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned missing **one 5K fun run on March 5th** due to work commitments.\n\nHowever, the excerpts also mention that you \"missed a few events, including a 5K fun run on March 26th,\" though this appears to be in a different context about your busy schedule with work.\n\nFrom the explicit information provided, I can confirm you missed at least the **March 5th fun run** due to work commitments. The total number of fun runs missed in March may be higher, but the excerpts only specify these two dates clearly.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 12151, "ingest": { "rows": 755, "ms": 89, "cached": 755 }, "recalled": 132, "queries": [ "fun run March", "missed run work", "cancelled race March", "work commitment run", "March race schedule", "skipped fun run" ], "blockRows": 49, "blockChars": 36977, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:53.831Z" } } }, { "id": "2311e44b_abs", "type": "multi-session", "question": "How many pages do I have left to read in 'Sapiens'?", "answer": "The information provided is not enough. You did not mention how many paged do you have left to read in 'Sapiens'.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about how many pages you have left to read in \"Sapiens\". \n\nWhat I do know from the memory is that you mentioned reading \"Sapiens\" at a pace of 10-20 pages a week, and you found it to be \"really slow going\" compared to other books. However, there's no record of how many total pages \"Sapiens\" has, what page you're currently on, or how many pages remain.\n\nIf you'd like to calculate this, you could tell me your current page number and the total page count of your edition of \"Sapiens\", and I'd be happy to help you figure out how many pages are left!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 12721, "ingest": { "rows": 751, "ms": 93, "cached": 751 }, "recalled": 132, "queries": [ "Sapiens page", "reading Sapiens", "finished page Sapiens", "Sapiens progress", "last page read Sapiens", "Sapiens book" ], "blockRows": 57, "blockChars": 36551, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:55.681Z" } } }, { "id": "6456829e_abs", "type": "multi-session", "question": "How many plants did I initially plant for tomatoes and chili peppers?", "answer": "The information provided is not enough. You mentioned planting 5 plants for tomatoes but you did not mention chili peppers.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I can find information about your tomato plants:\n\n**Tomato plants:** You planted **5 tomato plants initially**, as stated in your conversation on 2023-05-22: \"I planted 5 tomato plants initially, and they've been producing like crazy.\"\n\n**Chili peppers:** The excerpts do not contain any information about how many chili pepper plants you initially planted.\n\nSo I can confirm you planted 5 tomato plants, but there is no mention of chili pepper plants in our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9006, "ingest": { "rows": 743, "ms": 136, "cached": 743 }, "recalled": 81, "queries": [ "planted tomatoes", "planted chili peppers", "tomato seedlings", "chili pepper seedlings", "how many tomato plants", "how many chili plants" ], "blockRows": 44, "blockChars": 36303, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:57.552Z" } } }, { "id": "e5ba910e_abs", "type": "multi-session", "question": "What is the total cost of my recently purchased headphones and the iPad?", "answer": "The information provided is not enough. You mentioned purchasing a headphone, but you did not mention the iPad.", "abstain": true, "mem": "on", "response": "I don't have information about an iPad purchase in our conversation history. However, I can tell you about your headphones:\n\n**Sony WH-1000XM4 Headphones:** $378 (purchased on 2023-05-25)\n\nTo give you the total cost of both items, I would need to know the price you paid for the iPad. Could you provide that information?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 8129, "ingest": { "rows": 758, "ms": 167, "cached": 758 }, "recalled": 106, "queries": [ "headphones price", "iPad price", "bought headphones", "purchased iPad", "cost of headphones", "cost of iPad" ], "blockRows": 47, "blockChars": 36441, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:36:59.467Z" } } }, { "id": "a96c20ee_abs", "type": "multi-session", "question": "At which university did I present a poster for my undergrad course research project?", "answer": "The information provided is not enough. You did not mention presenting a poster for your undergrad course research project.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, you did not present a poster at a university for an undergrad course research project. \n\nHowever, you did present a poster on your thesis research at your first research conference over the summer (mentioned in the conversation on 2023-05-23). The specific university where this conference took place is not stated in the excerpts.\n\nMore recently, on 2023-05-30, you mentioned that you visited Harvard University to attend your first research conference and saw some interesting projects on AI in education. This appears to be the conference where you presented your research on AI-powered adaptive learning systems.\n\nSo to clarify: **Harvard University** is mentioned as a place you visited for a research conference on 2023-05-30, though the excerpts don't explicitly state that you presented your poster there.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 16920, "ingest": { "rows": 784, "ms": 120, "cached": 784 }, "recalled": 100, "queries": [ "undergrad research project poster", "presented a poster", "university poster presentation", "undergraduate course research", "where did I present my poster", "college research project presentation" ], "blockRows": 60, "blockChars": 36880, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:37:01.323Z" } } }, { "id": "ba358f49_abs", "type": "multi-session", "question": "How old will Rachel be when I get married?", "answer": "The information provided is not enough. You did not mention how old Rachel is right now, nor when will you get married.", "abstain": true, "mem": "on", "response": "I don't have information about when you plan to get married. \n\nFrom the memory, I know that your friend Rachel is getting married next year (which would be 2024, since today is 2023-05-30). However, I don't have any information about your own wedding plans or timeline.\n\nTo answer your question, I would need to know:\n1. When you plan to get married\n2. Rachel's current age or birth year\n\nIf you'd like to share those details, I'd be happy to help you calculate Rachel's age at that time!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15446, "ingest": { "rows": 734, "ms": 192, "cached": 734 }, "recalled": 150, "queries": [ "Rachel age", "Rachel birthday", "when am I getting married", "wedding date", "who is Rachel", "my marriage plans" ], "blockRows": 55, "blockChars": 37069, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:03.155Z" } } }, { "id": "09ba9854_abs", "type": "multi-session", "question": "How much will I save by taking the bus from the airport to my hotel instead of a taxi?", "answer": "The information provided is not enough. You did not mention how much will the bus take.", "abstain": true, "mem": "on", "response": "Based on our past conversations, I can give you a specific answer for your Tokyo trip.\n\nYou're flying into Narita Airport and staying at a hotel in Shinjuku. Here's the cost comparison:\n\n**Taxi option:**\n- Cost: Around ¥20,000-30,000 (approximately $180-270 USD)\n- You mentioned being quoted around $60 by someone, though the estimates I provided were higher\n\n**Bus option (Airport Limousine Bus):**\n- Cost: ¥3,200 (around $29 USD)\n- Travel time: Approximately 60-90 minutes to Shinjuku\n\n**Savings by taking the bus instead of a taxi:**\nIf we use the $60 quote you mentioned: $60 - $29 = **approximately $31 savings**\n\nIf we use the higher taxi estimates I provided (around $180-270): you'd save approximately **$150-240**\n\nThe bus is significantly more affordable than a taxi, though it may take slightly longer due to potential traffic. The Airport Limousine Bus is also convenient since it takes you directly to Shinjuku without transfers, making it a good middle ground between cost and convenience for your situation with luggage.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 11244, "ingest": { "rows": 754, "ms": 70, "cached": 754 }, "recalled": 67, "queries": [ "airport bus price", "airport taxi cost", "hotel name", "bus fare airport", "taxi fare airport", "transportation costs airport" ], "blockRows": 50, "blockChars": 36404, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:37:05.267Z" } } }, { "id": "gpt4_59149c77", "type": "temporal-reasoning", "question": "How many days passed between my visit to the Museum of Modern Art (MoMA) and the 'Ancient Civilizations' exhibit at the Metropolitan Museum of Art?", "answer": "7 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the relevant visits:\n\n1. **Museum of Modern Art (MoMA) visit**: 2023-01-08 (Sunday) - You attended a guided tour focused on 20th-century modern art movements.\n\n2. **Metropolitan Museum of Art visit**: 2023-01-15 (Sunday) - You attended the \"Ancient Civilizations\" exhibit.\n\n**Calculation**: 2023-01-15 minus 2023-01-08 = **7 days**\n\nSeven days passed between your visit to MoMA and the Ancient Civilizations exhibit at the Metropolitan Museum of Art.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0732, "ms": 8853, "ingest": { "rows": 743, "ms": 111, "cached": 743 }, "recalled": 91, "queries": [ "Museum of Modern Art", "MoMA", "Metropolitan Museum of Art", "Met Museum", "Ancient Civilizations exhibit", "visited the Met" ], "blockRows": 45, "blockChars": 36178, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:07.186Z" } } }, { "id": "gpt4_f49edff3", "type": "temporal-reasoning", "question": "Which three events happened in the order from first to last: the day I helped my friend prepare the nursery, the day I helped my cousin pick out stuff for her baby shower, and the day I ordered a customized phone case for my friend's birthday?", "answer": "First, I helped my friend prepare the nursery, then I helped my cousin pick out stuff for her baby shower, and lastly, I ordered a customized phone case for my friend's birthday.", "abstain": false, "mem": "on", "response": "Based on the conversation dates in your memory:\n\n1. **First**: You helped your friend prepare a nursery on **2023-02-05 (Sunday)** - \"we spent an entire Sunday afternoon shopping for baby supplies and decorations at Buy Buy Baby.\"\n\n2. **Second**: You helped your cousin pick out stuff for her baby shower on **2023-02-10 (Friday)** - \"I just helped my cousin pick out some stuff for her baby shower, and we ended up getting diapers, wipes, and a baby monitor at Target.\"\n\n3. **Third**: You ordered a customized phone case for your friend's birthday on **2023-02-20 (Monday)** - \"I just ordered a customized phone case for my friend's birthday today, which she really loves.\"\n\nThe order from first to last is: nursery shopping → cousin's baby shower → customized phone case order.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3418, "ms": 14766, "ingest": { "rows": 743, "ms": 142, "cached": 743 }, "recalled": 127, "queries": [ "helped friend prepare nursery", "nursery preparation", "helped cousin baby shower", "cousin baby shower shopping", "ordered customized phone case", "friend's birthday phone case" ], "blockRows": 51, "blockChars": 36311, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:09.193Z" } } }, { "id": "71017276", "type": "temporal-reasoning", "question": "How many weeks ago did I meet up with my aunt and receive the crystal chandelier?", "answer": "4", "abstain": false, "mem": "on", "response": "I cannot find information in the memory about when you met up with your aunt and received the crystal chandelier. \n\nThe memory shows that on 2023-03-04 (Sat), you mentioned acquiring \"a stunning crystal chandelier from my aunt today, which used to belong to my great-grandmother,\" but this conversation occurred on that date. Since today's date is 2023-04-01, that would be approximately 4 weeks ago (from March 4 to April 1).\n\nHowever, I should note that the memory only records that you received it on 2023-03-04; I don't have confirmation of whether this was literally \"today\" when you said it or if you were referring to a past date. Based on the conversation dated 2023-03-04, you received the crystal chandelier approximately 4 weeks ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0157, "ms": 16208, "ingest": { "rows": 844, "ms": 158, "cached": 844 }, "recalled": 112, "queries": [ "aunt", "crystal chandelier", "met my aunt", "received chandelier", "visit aunt", "gift from aunt" ], "blockRows": 72, "blockChars": 36412, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:37:11.165Z" } } }, { "id": "b46e15ed", "type": "temporal-reasoning", "question": "How many months have passed since I participated in two charity events in a row, on consecutive days?", "answer": "2", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, I can find two charity events on consecutive days:\n\n1. **February 14, 2023 (Tue)** - \"24-Hour Bike Ride\" charity event where you cycled for 4 hours to raise money for a local children's hospital\n2. **February 15, 2023 (Wed)** - \"Ride to Cure Cancer\" charity bike ride where you rode 40 miles\n\nFrom February 15, 2023 to today (April 18, 2023):\n- February 15 to March 15 = 1 month\n- March 15 to April 15 = 1 month \n- April 15 to April 18 = 3 days\n\n**Approximately 2 months (or more precisely, 2 months and 3 days) have passed since you participated in these two consecutive charity cycling events.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0183, "ms": 8911, "ingest": { "rows": 740, "ms": 154, "cached": 740 }, "recalled": 104, "queries": [ "charity event", "volunteered", "fundraiser", "donation", "gave back", "charity" ], "blockRows": 54, "blockChars": 36809, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:13.163Z" } } }, { "id": "gpt4_fa19884c", "type": "temporal-reasoning", "question": "How many days passed between the day I started playing along to my favorite songs on my old keyboard and the day I discovered a bluegrass band?", "answer": "6 days. 7 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n1. **Started playing along to favorite songs on keyboard**: This happened on 2023-03-25 (Saturday), based on the conversation where you mentioned \"I started playing along to my favorite songs on my old keyboard today.\"\n\n2. **Discovered a bluegrass band**: This happened on 2023-03-31 (Friday), based on the conversation where you said \"I recently discovered a bluegrass band that features a banjo player and started enjoying their music today.\"\n\nCalculation: 2023-03-31 minus 2023-03-25 = **6 days**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.044, "ms": 8980, "ingest": { "rows": 733, "ms": 152, "cached": 733 }, "recalled": 124, "queries": [ "started playing keyboard", "favorite songs keyboard", "discovered bluegrass band", "found bluegrass band", "keyboard practice", "bluegrass music" ], "blockRows": 55, "blockChars": 36233, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:15.106Z" } } }, { "id": "0bc8ad92", "type": "temporal-reasoning", "question": "How many months have passed since I last visited a museum with a friend?", "answer": "5", "abstain": false, "mem": "on", "response": "Looking at the MEMORY excerpts, I can identify museum visits:\n\n1. **2022-10-22** (Sat): You mentioned \"my recent visit to the Science Museum\" and later described going on a \"behind-the-scenes tour of the Science Museum\" with \"a friend who's a chemistry professor.\"\n\n2. **2023-02-18** (Sat): You attended a \"guided tour at the Natural History Museum yesterday\" with your dad.\n\nFrom the first museum visit with a friend (the Science Museum visit around 2022-10-22) to today (2023-03-25):\n- 2022-10-22 to 2023-03-25 = approximately 5 months\n\nHowever, your most recent museum visit on **2023-02-18** was with your dad (not a friend), so that was about 1 month ago.\n\n**Answer: If you're asking about your last visit with a friend, it was approximately 5 months ago (the Science Museum visit in late October 2022). Your most recent museum visit was about 1 month ago, but that was with your dad rather than a friend.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0132, "ms": 9950, "ingest": { "rows": 698, "ms": 119, "cached": 698 }, "recalled": 85, "queries": [ "museum", "art gallery", "visited museum with", "went to a museum", "museum friend", "museum trip" ], "blockRows": 52, "blockChars": 36534, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:37:17.165Z" } } }, { "id": "af082822", "type": "temporal-reasoning", "question": "How many weeks ago did I attend the friends and family sale at Nordstrom?", "answer": "2", "abstain": false, "mem": "on", "response": "Looking at the memory, I can find the reference to your friends and family sale at Nordstrom in the conversation dated 2022-11-18.\n\nYou attended the friends and family sale at Nordstrom and picked up a few dresses and tops for 20% off, plus received a $20 gift card for making a purchase over $100.\n\nCalculation: The sale was on 2022-11-18, and today is 2022-12-01.\n2022-12-01 minus 2022-11-18 = 13 days = approximately **2 weeks ago**.\n\nYou attended the friends and family sale at Nordstrom about 2 weeks ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0227, "ms": 10755, "ingest": { "rows": 738, "ms": 146, "cached": 738 }, "recalled": 133, "queries": [ "Nordstrom friends and family sale", "went to Nordstrom sale", "Nordstrom shopping", "friends and family event", "Nordstrom visit", "bought things at Nordstrom" ], "blockRows": 50, "blockChars": 36687, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:19.196Z" } } }, { "id": "gpt4_4929293a", "type": "temporal-reasoning", "question": "Which event happened first, my cousin's wedding or Michael's engagement party?", "answer": "Michael's engagement party", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, Michael's engagement party happened first.\n\nMichael's engagement party at a trendy rooftop bar occurred on 2023-05-06 (Sat), when you mentioned \"I just came back from Michael's engagement party at a trendy rooftop bar today.\"\n\nYour cousin's wedding, where you walked down the aisle as a bridesmaid, happened on 2023-06-15 (Thu), when you said \"I just walked down the aisle as a bridesmaid at my cousin's wedding today.\"\n\nMichael's engagement party → 2023-05-06\nYour cousin's wedding → 2023-06-15\n\n**Michael's engagement party happened first, about 40 days before your cousin's wedding.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 19972, "ingest": { "rows": 756, "ms": 84, "cached": 756 }, "recalled": 79, "queries": [ "cousin's wedding", "Michael's engagement party", "wedding date", "engagement party date", "when was the wedding", "when was the engagement party" ], "blockRows": 50, "blockChars": 36457, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:21.134Z" } } }, { "id": "gpt4_b5700ca9", "type": "temporal-reasoning", "question": "How many days ago did I attend the Maundy Thursday service at the Episcopal Church?", "answer": "4 days.", "abstain": false, "mem": "on", "response": "According to the memory, you attended the Maundy Thursday service at the Episcopal Church on 2023-04-06 (Thursday).\n\nToday's date is 2023-04-10.\n\nCalculation: 2023-04-10 minus 2023-04-06 = 4 days ago.\n\nYou attended the Maundy Thursday service at the Episcopal Church **4 days ago**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0851, "ms": 9135, "ingest": { "rows": 769, "ms": 137, "cached": 769 }, "recalled": 113, "queries": [ "Maundy Thursday service", "Episcopal Church", "attended church", "went to service", "Maundy Thursday", "Episcopal" ], "blockRows": 59, "blockChars": 36955, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:37:23.111Z" } } }, { "id": "9a707b81", "type": "temporal-reasoning", "question": "How many days ago did I attend a baking class at a local culinary school when I made my friend's birthday cake?", "answer": "21 days. 22 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find two relevant pieces of information:\n\n1. In the conversation on **2022-03-21**, you mentioned: \"I've been obsessed with strawberries lately, especially after that amazing baking class I took at a local culinary school **yesterday**.\"\n\n2. In the conversation on **2022-04-10**, you mentioned: \"I just baked a chocolate cake for my friend's birthday party **today** that turned out amazing. It was a new recipe I found online that used espresso powder to intensify the chocolate flavor.\"\n\nHowever, these appear to be two different baking classes/events. The first baking class was on **2022-03-20** (the day before 2022-03-21), and the chocolate cake for your friend's birthday was baked on **2022-04-10**.\n\nSince today's date is **2022-04-15**:\n- The baking class at the culinary school was approximately **26 days ago** (2022-03-20 to 2022-04-15)\n- The chocolate cake for your friend's birthday was **5 days ago** (2022-04-10 to 2022-04-15)\n\nWhich event were you asking about?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0565, "ms": 10694, "ingest": { "rows": 758, "ms": 150, "cached": 758 }, "recalled": 122, "queries": [ "baking class", "culinary school", "birthday cake", "made a cake", "friend's birthday", "attended baking" ], "blockRows": 51, "blockChars": 36323, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:37:25.097Z" } } }, { "id": "gpt4_1d4ab0c9", "type": "temporal-reasoning", "question": "How many days passed between the day I started watering my herb garden and the day I harvested my first batch of fresh herbs?", "answer": "24 days. 25 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n- You started watering your herb garden every morning on **2023-03-22** (Wednesday)\n- You harvested your first batch of fresh herbs on **2023-04-15** (Saturday)\n\nThe time between these dates:\n- From March 22 to April 15 = 24 days\n\n**24 days passed between when you started watering your herb garden and when you harvested your first batch of fresh herbs.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0822, "ms": 13702, "ingest": { "rows": 735, "ms": 76, "cached": 735 }, "recalled": 107, "queries": [ "started watering herb garden", "first batch of fresh herbs", "harvested herbs", "planted herb garden", "watering herbs", "herb garden harvest date" ], "blockRows": 46, "blockChars": 36440, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:27.037Z" } } }, { "id": "gpt4_e072b769", "type": "temporal-reasoning", "question": "How many weeks ago did I start using the cashback app 'Ibotta'?", "answer": "3 weeks ago", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you downloaded Ibotta on 2023-04-16 (Sun). Today's date is 2023-05-06.\n\nCalculation: 2023-05-06 minus 2023-04-16 = 20 days, which is approximately **2.9 weeks** or roughly **3 weeks ago**.\n\nYou started using Ibotta approximately 3 weeks ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1176, "ms": 18002, "ingest": { "rows": 722, "ms": 143, "cached": 722 }, "recalled": 107, "queries": [ "Ibotta", "started using Ibotta", "downloaded Ibotta", "installed Ibotta", "cashback app", "Ibotta account" ], "blockRows": 52, "blockChars": 36853, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:37:28.996Z" } } }, { "id": "0db4c65d", "type": "temporal-reasoning", "question": "How many days had passed since I finished reading 'The Seven Husbands of Evelyn Hugo' when I attended the book reading event at the local library, where the author of 'The Silent Patient' is discussing her latest thriller novel?", "answer": "18 days. 19 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n1. You finished reading \"The Seven Husbands of Evelyn Hugo\" on **2022-12-28** (Wed)\n2. You attended the book reading event at the local library on **2023-01-15** (Sun)\n\nCalculating the time between these dates:\n- From 2022-12-28 to 2023-01-15 = 18 days\n\n**18 days had passed** between finishing \"The Seven Husbands of Evelyn Hugo\" and attending the book reading event where the author of \"The Silent Patient\" was discussing her latest thriller novel.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0714, "ms": 14954, "ingest": { "rows": 699, "ms": 100, "cached": 699 }, "recalled": 115, "queries": [ "finished reading The Seven Husbands of Evelyn Hugo", "book reading event local library", "author of The Silent Patient", "Alex Michaelides library event", "latest thriller novel discussion", "when did I finish Evelyn Hugo" ], "blockRows": 46, "blockChars": 36318, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:30.946Z" } } }, { "id": "gpt4_1d80365e", "type": "temporal-reasoning", "question": "How many days did I spend on my solo camping trip to Yosemite National Park?", "answer": "2 days. 3 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "According to the memory excerpts, you mentioned that you \"just started my solo camping trip to Yosemite National Park today\" on 2023-05-15, and later (on 2023-05-17) you said you \"just got back from an amazing solo camping trip to Yosemite National Park today.\"\n\nThis means your solo camping trip to Yosemite lasted approximately **2 days** (from May 15 to May 17, 2023).\n\nHowever, the excerpts don't explicitly state the exact number of days you spent camping, so there's a possibility you spent more time there if you departed after the May 15 statement and returned before the May 17 statement. Based on the dates provided, **approximately 2 days** is what can be inferred from the conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.065, "ms": 12992, "ingest": { "rows": 766, "ms": 83, "cached": 766 }, "recalled": 109, "queries": [ "Yosemite solo camping", "Yosemite trip dates", "camping in Yosemite", "Yosemite itinerary", "when did I go to Yosemite", "how long was my Yosemite trip" ], "blockRows": 52, "blockChars": 36212, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:32.894Z" } } }, { "id": "gpt4_7f6b06db", "type": "temporal-reasoning", "question": "What is the order of the three trips I took in the past three months, from earliest to latest?", "answer": "I went on a day hike to Muir Woods National Monument with my family, then I went on a road trip with friends to Big Sur and Monterey, and finally I started my solo camping trip to Yosemite National Park.", "abstain": false, "mem": "on", "response": "Looking through the memory, I can identify the following trips from the past three months (before today, 2023-06-01):\n\n1. **Muir Woods National Monument day hike** - 2023-03-10 (Friday)\n From the conversation: \"I just got back from a day hike to Muir Woods National Monument with my family today\"\n\n2. **Road trip to Monterey Bay area** - around 2023-04-20 (Thursday)\n From the conversation: \"I'm glad to hear that you had an amazing road trip, though! The scenery along Highway 1 is truly breathtaking, and Cannery Row is always a fun stop... Pacific Grove... your Airbnb\"\n\n3. **Solo camping trip to Yosemite National Park** - 2023-05-15 (Monday)\n From the conversation: \"I just got back from a solo camping trip to Yosemite National Park today\"\n\n**Order from earliest to latest:**\n1. Muir Woods day hike (March 10, 2023)\n2. Monterey Bay road trip (approximately April 20, 2023)\n3. Yosemite solo camping trip (May 15, 2023)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2703, "ms": 13584, "ingest": { "rows": 771, "ms": 93, "cached": 771 }, "recalled": 134, "queries": [ "trip", "traveled", "vacation", "flight", "hotel", "visit" ], "blockRows": 59, "blockChars": 36490, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:34.870Z" } } }, { "id": "gpt4_6dc9b45b", "type": "temporal-reasoning", "question": "How many months ago did I attend the Seattle International Film Festival?", "answer": "4 months ago", "abstain": false, "mem": "on", "response": "According to the memory, you attended the Seattle International Film Festival (SIFF) on 2021-06-01 (Tuesday). \n\nToday's date is 2021-10-02.\n\nCalculating the time difference:\n- From June 1 to October 2 is approximately 4 months.\n\nYou attended SIFF about 4 months ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 8843, "ingest": { "rows": 809, "ms": 156, "cached": 809 }, "recalled": 79, "queries": [ "Seattle International Film Festival", "SIFF", "went to film festival", "visited Seattle film festival", "attended SIFF", "Seattle film festival dates" ], "blockRows": 61, "blockChars": 36606, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:37:36.835Z" } } }, { "id": "gpt4_8279ba02", "type": "temporal-reasoning", "question": "How many days ago did I buy a smoker?", "answer": "10 days ago. 11 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "According to the memory, you bought a smoker on 2023-03-15 (Wed).\n\nToday is 2023-03-25.\n\n2023-03-25 minus 2023-03-15 = 10 days ago.\n\nYou bought a smoker 10 days ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2326, "ms": 7991, "ingest": { "rows": 729, "ms": 143, "cached": 729 }, "recalled": 123, "queries": [ "bought a smoker", "purchased a smoker", "smoker delivery", "ordered a smoker", "new smoker", "smoker receipt" ], "blockRows": 56, "blockChars": 36679, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:38.798Z" } } }, { "id": "gpt4_18c2b244", "type": "temporal-reasoning", "question": "What is the order of the three events: 'I signed up for the rewards program at ShopRite', 'I used a Buy One Get One Free coupon on Luvs diapers at Walmart', and 'I redeemed $12 cashback for a $10 Amazon gift card from Ibotta'?", "answer": "First, I used a Buy One Get One Free coupon on Luvs diapers at Walmart. Then, I redeemed $12 cashback for a $10 Amazon gift card from Ibotta. Finally, I signed up for the rewards program at ShopRite.", "abstain": false, "mem": "on", "response": "Based on the conversation dates in MEMORY, here is the order of these three events:\n\n1. **\"I used a Buy One Get One Free coupon on Luvs diapers at Walmart\"** – 2023-04-01 (Sat)\n2. **\"I redeemed $12 cashback for a $10 Amazon gift card from Ibotta\"** – 2023-04-10 (Mon)\n3. **\"I signed up for the rewards program at ShopRite\"** – 2023-04-15 (Sat)\n\nThe Walmart coupon use occurred first, followed by the Ibotta redemption about 9 days later, and then the ShopRite rewards program signup 5 days after that.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.5763, "ms": 11474, "ingest": { "rows": 761, "ms": 169, "cached": 761 }, "recalled": 99, "queries": [ "ShopRite rewards program", "signed up for ShopRite", "Luvs diapers Walmart coupon", "BOGO Luvs diapers", "Ibotta Amazon gift card", "redeemed cashback Ibotta" ], "blockRows": 50, "blockChars": 35978, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:40.745Z" } } }, { "id": "gpt4_a1b77f9c", "type": "temporal-reasoning", "question": "How many weeks in total do I spent on reading 'The Nightingale' and listening to 'Sapiens: A Brief History of Humankind' and 'The Power'?", "answer": "2 weeks for 'The Nightingale', 4 weeks for 'Sapiens: A Brief History of Humankind', and 2 weeks for 'The Power', so a total of 8 weeks.", "abstain": false, "mem": "on", "response": "I need to find when you started and finished each book.\n\nFrom the MEMORY:\n\n1. **\"The Nightingale\" by Kristin Hannah**: You finished reading it on 2022-01-15 (Sat). The excerpts don't say when you started it.\n\n2. **\"Sapiens: A Brief History of Humankind\" by Yuval Noah Harari**: You started listening to it on 2022-02-01 (Tue) and finished it on 2022-03-01 (Tue).\n\n3. **\"The Power\" by Naomi Alderman**: You started listening to it on 2022-03-06 (Sun) and finished it on 2022-03-20 (Sun).\n\nLet me calculate the time spent on each:\n\n- **Sapiens**: Started 2022-02-01, finished 2022-03-01 = 28 days = 4 weeks\n- **The Power**: Started 2022-03-06, finished 2022-03-20 = 14 days = 2 weeks\n- **The Nightingale**: No start date is given, only that you finished on 2022-01-15.\n\n**I can only account for 6 weeks total** (4 weeks for Sapiens + 2 weeks for The Power). The start date for \"The Nightingale\" is missing, so I cannot include it in the total.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2174, "ms": 12245, "ingest": { "rows": 746, "ms": 150, "cached": 746 }, "recalled": 120, "queries": [ "reading The Nightingale", "listening to Sapiens", "listening to The Power", "The Nightingale progress", "Sapiens audiobook", "The Power audiobook" ], "blockRows": 47, "blockChars": 36321, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:37:42.676Z" } } }, { "id": "gpt4_1916e0ea", "type": "temporal-reasoning", "question": "How many days passed between the day I cancelled my FarmFresh subscription and the day I did my online grocery shopping from Instacart?", "answer": "54 days. 55 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the MEMORY:\n\n- You cancelled your FarmFresh subscription on **2023-01-05** (mentioned in the conversation on that date)\n- You did your online grocery order from Instacart on **2023-02-28** (mentioned in the conversation on that date)\n\nCalculating the days between:\n- From 2023-01-05 to 2023-02-28 = 54 days\n\n**54 days passed between when you cancelled your FarmFresh subscription and when you did your Instacart grocery order.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0779, "ms": 9656, "ingest": { "rows": 777, "ms": 157, "cached": 777 }, "recalled": 135, "queries": [ "FarmFresh subscription cancelled", "cancelled FarmFresh", "Instacart grocery shopping", "ordered from Instacart", "FarmFresh cancellation date", "Instacart order date" ], "blockRows": 53, "blockChars": 36856, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:44.640Z" } } }, { "id": "gpt4_7a0daae1", "type": "temporal-reasoning", "question": "How many weeks passed between the day I bought my new tennis racket and the day I received it?", "answer": "1 week", "abstain": false, "mem": "on", "response": "I cannot find information in the excerpts about when you received your new tennis racket. \n\nThe excerpts show that you bought a new tennis racket online on 2023-03-10 (Friday), and you mention having just received it and planning to try it out during your tennis lessons on Saturday in a conversation from 2023-03-17 (Friday). However, the excerpts do not specify the exact date you received the racket, only that you had received it by 2023-03-17.\n\nIf the racket arrived by 2023-03-17, that would be approximately 7 days after purchase, which is less than 1 week—but I cannot confirm the precise delivery date from the excerpts provided.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0374, "ms": 9481, "ingest": { "rows": 793, "ms": 135, "cached": 793 }, "recalled": 105, "queries": [ "bought tennis racket", "ordered tennis racket", "received tennis racket", "tennis racket arrived", "tennis racket delivery", "new racket" ], "blockRows": 59, "blockChars": 37103, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:37:46.599Z" } } }, { "id": "gpt4_468eb063", "type": "temporal-reasoning", "question": "How many days ago did I meet Emma?", "answer": "9 days ago. 10 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you met Emma, a freelance writer, for lunch on 2023-04-11 (Tuesday).\n\nToday's date is 2023-04-20 (Thursday).\n\nCalculating the time difference: 2023-04-20 minus 2023-04-11 = 9 days ago.\n\nYou met Emma 9 days ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1852, "ms": 13492, "ingest": { "rows": 736, "ms": 115, "cached": 736 }, "recalled": 128, "queries": [ "met Emma", "meeting Emma", "Emma", "when did I meet Emma", "first time meeting Emma", "Emma's name" ], "blockRows": 58, "blockChars": 36905, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:48.592Z" } } }, { "id": "gpt4_7abb270c", "type": "temporal-reasoning", "question": "What is the order of the six museums I visited from earliest to latest?", "answer": "Science Museum, Museum of Contemporary Art, Metropolitan Museum of Art, Museum of History, Modern Art Museum, Natural History Museum", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the six museums you visited in chronological order from earliest to latest:\n\n1. **Science Museum** - January 15, 2023 (visited the \"Space Exploration\" exhibition with your colleague David)\n2. **Metropolitan Museum of Art** - February 10, 2023 (attended the \"Ancient Egyptian Artifacts\" exhibition)\n3. **Museum of History** - February 15, 2023 (participated in a behind-the-scenes tour of the conservation lab)\n4. **Contemporary Art Museum** - February 15, 2023 (attended the \"Women in Art\" exhibition, though you mentioned the date as March 15th in one excerpt, the context suggests February 15th)\n5. **Modern Art Gallery/Modern Art Museum** - February 17-20, 2023 (attended a guided tour on \"The Evolution of Abstract Expressionism\" led by Dr. Patel, and later visited for tours focused on abstract expressionism)\n6. **Natural History Museum** - March 4, 2023 (took your niece to see the \"Dinosaur Fossils\" exhibition)\n\nNote: You also attended a lectures series at the Museum of Contemporary Art where Dr. Maria Rodriguez spoke about feminist art in the 1970s, though the specific date of that visit is not provided in the excerpts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.2077, "ms": 10059, "ingest": { "rows": 736, "ms": 160, "cached": 736 }, "recalled": 84, "queries": [ "museum", "visited a museum", "went to a museum", "art gallery", "museum trip", "museum tour" ], "blockRows": 54, "blockChars": 36584, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:37:50.643Z" } } }, { "id": "gpt4_1e4a8aeb", "type": "temporal-reasoning", "question": "How many days passed between the day I attended the gardening workshop and the day I planted the tomato saplings?", "answer": "6 days. 7 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking through the memory:\n\n- **Gardening workshop attended**: 2023-04-15 (Saturday) - \"I attended a gardening workshop in my neighborhood today\"\n- **Tomato saplings planted**: 2023-04-21 (Friday) - \"I just planted 12 new tomato saplings today\"\n\nCalculating the days between:\n- April 15 to April 21 = 6 days\n\n**6 days passed between the gardening workshop and planting the tomato saplings.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0952, "ms": 8488, "ingest": { "rows": 748, "ms": 115, "cached": 748 }, "recalled": 79, "queries": [ "gardening workshop", "planted tomato saplings", "attended gardening workshop", "planted tomatoes", "gardening class", "tomato planting" ], "blockRows": 53, "blockChars": 36274, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:52.549Z" } } }, { "id": "gpt4_4fc4f797", "type": "temporal-reasoning", "question": "How many days passed between the day I received feedback about my car's suspension and the day I tested my new suspension setup?", "answer": "38 days. 39 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can trace this timeline:\n\n1. **Feedback about soft suspension**: You received feedback from judges that your car's suspension was too soft, affecting handling in fast corners. This is mentioned in the conversation on **2023-03-17**.\n\n2. **Testing new suspension setup**: You prepared for an open track day at VIR to test your new suspension setup on **2023-04-23** (the day before the April 24th track day).\n\nFrom March 17 to April 23, 2023:\n- March 17 to April 17 = 31 days\n- April 17 to April 23 = 6 days\n- **Total = 37 days**\n\n**37 days passed between receiving feedback about your car's suspension and testing your new suspension setup.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0661, "ms": 10388, "ingest": { "rows": 720, "ms": 139, "cached": 720 }, "recalled": 102, "queries": [ "car suspension feedback", "suspension review", "received feedback suspension", "tested new suspension", "tried new suspension setup", "suspension test drive" ], "blockRows": 43, "blockChars": 36187, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:37:54.450Z" } } }, { "id": "4dfccbf7", "type": "temporal-reasoning", "question": "How many days had passed since I started taking ukulele lessons when I decided to take my acoustic guitar to the guitar tech for servicing?", "answer": "24 days. 25 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking through the memory, I need to find when you started ukulele lessons and when you took your guitar to the tech.\n\nFrom the conversation on 2023-02-01 (Wed), you mentioned: \"I just started taking ukulele lessons with my friend Rachel today and it's been really fun so far.\"\n\nFrom the conversation on 2023-02-25 (Sat), you said: \"By the way, just got back from Joe's shop. I decided to take my Taylor GS Mini to the guitar tech for servicing today.\"\n\nHowever, I need to clarify: Earlier on 2023-01-30 (Mon), you had mentioned planning to take your Taylor GS Mini \"by the end of this month\" to Joe at Guitar Central for servicing due to high action.\n\nThe actual servicing happened on 2023-02-25 (Sat).\n\nFrom 2023-02-01 to 2023-02-25:\n- February 1 to February 25 = 24 days\n\n**24 days had passed between when you started ukulele lessons with Rachel and when you took your Taylor GS Mini to Joe for servicing.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.046, "ms": 16452, "ingest": { "rows": 760, "ms": 151, "cached": 760 }, "recalled": 99, "queries": [ "ukulele lessons", "started ukulele", "acoustic guitar servicing", "guitar tech", "took guitar to tech", "guitar repair" ], "blockRows": 58, "blockChars": 36711, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:56.594Z" } } }, { "id": "gpt4_61e13b3c", "type": "temporal-reasoning", "question": "How many weeks passed between the time I sold homemade baked goods at the Farmers' Market for the last time and the time I participated in the Spring Fling Market?", "answer": "3 weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify these two events:\n\n1. **Farmers' Market sale**: You sold homemade baked goods (muffins, scones, and cookies) at the Farmers' Market on **2023-02-26** (Sunday).\n\n2. **Spring Fling Market**: You sold handmade jewelry and candles at the Spring Fling Market at the downtown park on **2023-03-21** (Tuesday) - the day before you followed up with the boutique owner.\n\nFrom 2023-02-26 to 2023-03-21:\n- February 26 to March 21 = 23 days\n- 23 days ÷ 7 = approximately **3.3 weeks** (or just over 3 weeks)\n\n**Approximately 3 weeks passed between your last Farmers' Market sale and the Spring Fling Market.**\n\nHowever, I should note: the excerpts mention you sold baked goods at the Farmers' Market, but they don't explicitly state this was the *last time* you sold there. It's possible you sold at other farmers' markets after February 26, but the excerpts don't mention them.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.027, "ms": 14754, "ingest": { "rows": 724, "ms": 374, "cached": 724 }, "recalled": 109, "queries": [ "Farmers' Market baked goods", "sold baked goods", "Spring Fling Market", "participated in Spring Fling", "last time at Farmers' Market", "Spring Fling date" ], "blockRows": 44, "blockChars": 36490, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:37:58.608Z" } } }, { "id": "gpt4_45189cb4", "type": "temporal-reasoning", "question": "What is the order of the sports events I watched in January?", "answer": "First, I attended a NBA game at the Staples Center, then I watched the College Football National Championship game, and finally, I watched the NFL playoffs.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the sports events you watched in January, in chronological order:\n\n1. **January 5 (Thursday)** - NBA game at Staples Center in LA: Lakers vs. Chicago Bulls\n2. **January 15 (Sunday)** - College Football National Championship game at home with your family: Georgia defeated Alabama 33-18\n\nSo you watched the Lakers game first on January 5th, and then the College Football National Championship on January 15th.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3371, "ms": 8689, "ingest": { "rows": 745, "ms": 110, "cached": 745 }, "recalled": 117, "queries": [ "January sports", "watched game January", "watched match January", "January football", "January basketball", "January tennis" ], "blockRows": 51, "blockChars": 36661, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:00.803Z" } } }, { "id": "2ebe6c90", "type": "temporal-reasoning", "question": "How many days did it take me to finish 'The Nightingale' by Kristin Hannah?", "answer": "21 days. 22 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can see that you started reading \"The Nightingale\" by Kristin Hannah on 2023-01-10 (when you mentioned \"I just started 'The Nightingale' by Kristin Hannah today\").\n\nHowever, the excerpts do not contain information about when you finished the book. I can only confirm that you started it on that date, but I cannot determine how many days it took you to complete it.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0267, "ms": 15894, "ingest": { "rows": 766, "ms": 80, "cached": 766 }, "recalled": 96, "queries": [ "\"The Nightingale\" Kristin Hannah", "started reading The Nightingale", "finished The Nightingale", "reading progress The Nightingale", "how long to read The Nightingale", "completed The Nightingale" ], "blockRows": 48, "blockChars": 36469, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:02.890Z" } } }, { "id": "gpt4_e061b84f", "type": "temporal-reasoning", "question": "What is the order of the three sports events I participated in during the past month, from earliest to latest?", "answer": "I first completed the Spring Sprint Triathlon, then took part in the Midsummer 5K Run, and finally participated in the company's annual charity soccer tournament.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following sports events you participated in:\n\n1. **Midsummer 5K Run** (on 2023-06-10) - You finished with a personal best time of 27 minutes and 42 seconds.\n2. **Company's annual charity soccer tournament** (on 2023-06-17) - You participated as a recreational soccer player.\n\nThe excerpts do not clearly indicate a third sports event during the past month, or specify the exact dates for both events beyond their conversation dates. From earliest to latest based on the conversation dates:\n\n1. Midsummer 5K Run (2023-06-10)\n2. Company's annual charity soccer tournament (2023-06-17)\n\nOnly two sports events are clearly documented in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2171, "ms": 13993, "ingest": { "rows": 716, "ms": 117, "cached": 716 }, "recalled": 123, "queries": [ "sports event", "competition", "race", "game", "tournament", "match" ], "blockRows": 66, "blockChars": 36845, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:38:04.904Z" } } }, { "id": "370a8ff4", "type": "temporal-reasoning", "question": "How many weeks had passed since I recovered from the flu when I went on my 10th jog outdoors?", "answer": "15", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can calculate this:\n\n- You recovered from the flu on **2023-01-19** (Thursday)\n- You went on your 10th jog outdoors on **2023-04-10** (Monday)\n\nFrom 2023-01-19 to 2023-04-10:\n- January 19 to April 10 = approximately 81 days\n- 81 days ÷ 7 = approximately **11.6 weeks**, or roughly **12 weeks**\n\n**Answer: Approximately 12 weeks (or about 2.75 months) had passed since you recovered from the flu when you went on your 10th jog outdoors.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 20633, "ingest": { "rows": 771, "ms": 154, "cached": 771 }, "recalled": 123, "queries": [ "recovered from flu", "flu symptoms gone", "first jog outdoors", "second jog outdoors", "third jog outdoors", "fourth jog outdoors" ], "blockRows": 51, "blockChars": 36429, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:06.902Z" } } }, { "id": "gpt4_d6585ce8", "type": "temporal-reasoning", "question": "What is the order of the concerts and musical events I attended in the past two months, starting from the earliest?", "answer": "The order of the concerts I attended is: 1. Billie Eilish concert at the Wells Fargo Center in Philly, 2. Free outdoor concert series in the park, 3. Music festival in Brooklyn, 4. Jazz night at a local bar, 5. Queen + Adam Lambert concert at the Prudential Center in Newark, NJ.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the concerts and musical events you attended in the past two months, starting from the earliest:\n\n1. **March 18, 2023 (Sat)** - Concert show (you mentioned framing the ticket stub from today's show)\n\n2. **March 25, 2023 (Sat)** - Free outdoor concert series in the park (where you discovered great new talent)\n\n3. **April 8, 2023 (Sat)** - Music festival in the city featuring The 1975 and Billie Eilish (you mentioned recently attending this)\n\n4. **April 8, 2023 (Sat)** - Jazz night at a local bar (you mentioned enjoying live music in a more intimate setting)\n\n5. **April 15, 2023 (Sat)** - Queen with Adam Lambert at the Prudential Center in Newark, NJ with your parents\n\nNote: There's also mention of a music festival in Brooklyn featuring your favorite indie bands, but the specific date isn't provided in the excerpts. The most recent dated event is the Queen concert on April 15, 2023.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.4064, "ms": 9953, "ingest": { "rows": 754, "ms": 164, "cached": 754 }, "recalled": 124, "queries": [ "concert", "musical", "show", "gig", "performance", "live music" ], "blockRows": 51, "blockChars": 36450, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:08.905Z" } } }, { "id": "gpt4_4ef30696", "type": "temporal-reasoning", "question": "How many days passed between the day I finished reading 'The Nightingale' and the day I started reading 'The Hitchhiker's Guide to the Galaxy'?", "answer": "1 day. 2 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n- You finished reading 'The Nightingale' by Kristin Hannah on **2022-01-15 (Sat)** (from session answer_f964cea3_1, where you said \"I just finished reading 'The Nightingale' by Kristin Hannah today\")\n\n- You started reading 'The Hitchhiker's Guide to the Galaxy' by Douglas Adams on **2022-01-16 (Sun)** (from session answer_f964cea3_2, where you said \"I just started reading 'The Hitchhiker's Guide to the Galaxy' by Douglas Adams today\")\n\n**Calculation:** 2022-01-16 minus 2022-01-15 = **1 day** passed between finishing 'The Nightingale' and starting 'The Hitchhiker's Guide to the Galaxy'.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0594, "ms": 12624, "ingest": { "rows": 761, "ms": 70, "cached": 761 }, "recalled": 105, "queries": [ "finished reading The Nightingale", "finished The Nightingale", "started reading The Hitchhiker's Guide to the Galaxy", "started The Hitchhiker's Guide", "read The Nightingale", "read Hitchhiker's Guide" ], "blockRows": 53, "blockChars": 36666, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:10.860Z" } } }, { "id": "gpt4_ec93e27f", "type": "temporal-reasoning", "question": "Which mode of transport did I use most recently, a bus or a train?", "answer": "train", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you most recently took a **train** on **March 3rd** to visit your family in the countryside. You described it as \"a nice 2-hour journey.\"\n\nBefore that, on January 31st, you had mentioned taking the bus to work as part of your new commute routine after moving to a new apartment.\n\nSo your most recent mode of transport was the train on March 3rd.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0317, "ms": 8703, "ingest": { "rows": 766, "ms": 129, "cached": 766 }, "recalled": 78, "queries": [ "bus", "train", "took the bus", "took the train", "rode the bus", "rode the train" ], "blockRows": 52, "blockChars": 36777, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:38:12.875Z" } } }, { "id": "6e984301", "type": "temporal-reasoning", "question": "How many weeks have I been taking sculpting classes when I invested in my own set of sculpting tools?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you had been taking sculpting classes for about **6 weeks** when you invested in your own set of sculpting tools.\n\nHere's the timeline:\n- **2023-02-11 (Sat)**: You mentioned you \"just started taking sculpting classes at a local art studio today, every Saturday morning from 10 am to 1 pm\"\n- **2023-03-04 (Sat)**: You stated \"I actually got my own set of sculpting tools today\" and also mentioned \"I've been taking sculpting classes at a local art studio for about 6 weeks now\"\n\nFrom 2023-02-11 to 2023-03-04 is approximately 3 weeks, but you explicitly stated at the time of purchase that you had been taking classes for about 6 weeks, which means you had started around mid-January 2023.\n\n**Answer: You had been taking sculpting classes for about 6 weeks when you got your own sculpting tools (on 2023-03-04).**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0134, "ms": 10451, "ingest": { "rows": 771, "ms": 163, "cached": 771 }, "recalled": 129, "queries": [ "sculpting classes", "started sculpting", "bought sculpting tools", "invested in sculpting tools", "sculpting tool set", "first sculpting class" ], "blockRows": 46, "blockChars": 36518, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:38:14.796Z" } } }, { "id": "8077ef71", "type": "temporal-reasoning", "question": "How many days ago did I attend a networking event?", "answer": "26 days. 27 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you attended a networking event that ran from 6 PM to 8 PM on the day you asked for help planning your schedule. That conversation was dated 2022-03-09 (Wed).\n\nToday's date is 2022-04-04.\n\nFrom 2022-03-09 to 2022-04-04 is 26 days ago.\n\nYou attended the networking event 26 days ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1449, "ms": 7298, "ingest": { "rows": 795, "ms": 130, "cached": 795 }, "recalled": 153, "queries": [ "networking event", "met people", "professional mixer", "industry event", "conference", "business networking" ], "blockRows": 51, "blockChars": 36571, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:38:16.727Z" } } }, { "id": "gpt4_f420262c", "type": "temporal-reasoning", "question": "What is the order of airlines I flew with from earliest to latest before today?", "answer": "JetBlue, Delta, United, American Airlines", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the airlines you flew with, in chronological order from earliest to latest before today (2023-03-02):\n\n1. **American Airlines** – February 10, 2023 (New York to Los Angeles) – you mentioned \"I had a terrible experience with it on my flight from New York to Los Angeles today\"\n\n2. **United Airlines** – January 28, 2023 (Boston to Chicago) – you mentioned \"I had a 1-hour delay on my United Airlines flight from Boston to Chicago today due to air traffic control issues\"\n\n3. **American Airlines** – February 14, 2023 (LAX to JFK) – you mentioned \"I'm still recovering from my American Airlines flight from LAX to JFK, which was delayed by 2 hours due to bad weather conditions\"\n\nWait, let me reorder these by date:\n\n1. **United Airlines** – January 28, 2023 (Boston to Chicago)\n2. **American Airlines** – February 10, 2023 (New York to Los Angeles)\n3. **American Airlines** – February 14, 2023 (LAX to JFK)\n\nThe order of airlines from earliest to latest is: **United Airlines, American Airlines, American Airlines**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0347, "ms": 10277, "ingest": { "rows": 742, "ms": 138, "cached": 742 }, "recalled": 78, "queries": [ "flight", "airline", "booked a flight", "flew with", "boarding pass", "airplane" ], "blockRows": 50, "blockChars": 36115, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:18.784Z" } } }, { "id": "gpt4_8e165409", "type": "temporal-reasoning", "question": "How many days passed between the day I repotted the previous spider plant and the day I gave my neighbor, Mrs. Johnson, a few cuttings from my spider plant?", "answer": "14 days. 15 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n- You repotted the spider plant on **2023-03-04** (Saturday)\n- You gave Mrs. Johnson cuttings from your spider plant on **2023-03-18** (Saturday)\n\n2023-03-18 minus 2023-03-04 = **14 days**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.087, "ms": 15716, "ingest": { "rows": 722, "ms": 140, "cached": 722 }, "recalled": 87, "queries": [ "repotted spider plant", "spider plant repotting", "gave Mrs. Johnson spider plant", "cuttings for Mrs. Johnson", "spider plant cuttings", "Mrs. Johnson plant" ], "blockRows": 51, "blockChars": 36561, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:20.698Z" } } }, { "id": "gpt4_74aed68e", "type": "temporal-reasoning", "question": "How many days passed between the day I replaced my spark plugs and the day I participated in the Turbocharged Tuesdays auto racking event?", "answer": "29 days. 30 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n- You replaced your spark plugs with new NGK ones on **2023-02-14** (Tuesday)\n- You participated in the Turbocharged Tuesdays event at Speed Demon Racing Track on **2023-03-15** (Wednesday)\n\nThe time between these dates:\n- From 2023-02-14 to 2023-03-15 = 29 days\n\n**29 days passed between when you replaced your spark plugs and when you participated in the Turbocharged Tuesdays auto racking event.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0769, "ms": 8570, "ingest": { "rows": 736, "ms": 139, "cached": 736 }, "recalled": 121, "queries": [ "replaced spark plugs", "spark plugs", "Turbocharged Tuesdays", "auto racking event", "Turbocharged Tuesdays auto racking", "car maintenance" ], "blockRows": 54, "blockChars": 36539, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:22.690Z" } } }, { "id": "bcbe585f", "type": "temporal-reasoning", "question": "How many weeks ago did I attend a bird watching workshop at the local Audubon society?", "answer": "4", "abstain": false, "mem": "on", "response": "Looking at the memory, I can find this information in the conversation from 2023-04-01 (Sat):\n\nThe user said: \"I just got back from a bird watching workshop at the local Audubon society today\"\n\nThis was stated on 2023-04-01, and today's date is 2023-05-01.\n\n2023-05-01 minus 2023-04-01 = 4 weeks ago (or exactly 30 days ago, which is slightly less than 4 weeks).\n\nYou attended the bird watching workshop at the local Audubon society **4 weeks ago** (on April 1st, 2023).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0238, "ms": 8900, "ingest": { "rows": 715, "ms": 156, "cached": 715 }, "recalled": 99, "queries": [ "bird watching workshop", "Audubon society", "went to bird watching", "visited Audubon", "birding class", "Audubon workshop" ], "blockRows": 62, "blockChars": 36411, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:24.734Z" } } }, { "id": "gpt4_21adecb5", "type": "temporal-reasoning", "question": "How many months passed between the completion of my undergraduate degree and the submission of my master's thesis?", "answer": "6 months", "abstain": false, "mem": "on", "response": "I have reviewed all the conversations in MEMORY, but I cannot find information about when you completed your undergraduate degree. \n\nThe excerpts do show that you submitted your master's thesis on 2023-05-15 (from the conversation on that date where you wrote: \"I just submitted my master's thesis on computer science today\"). However, there is no mention of your undergraduate degree completion date.\n\nTo answer your question, I would need the date you completed your undergraduate degree.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 15911, "ingest": { "rows": 766, "ms": 98, "cached": 766 }, "recalled": 110, "queries": [ "undergraduate degree completion date", "graduated bachelor's", "master's thesis submission date", "submitted my thesis", "finished undergrad", "handed in master's thesis" ], "blockRows": 54, "blockChars": 36386, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:38:26.680Z" } } }, { "id": "5e1b23de", "type": "temporal-reasoning", "question": "How many months ago did I attend the photography workshop?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you attended a 3-day photography workshop in a nearby city on 2023-11-01 (Wed).\n\nToday's date is 2024-02-01.\n\nCalculation: From 2023-11-01 to 2024-02-01 is 3 months.\n\nYou attended the photography workshop 3 months ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0444, "ms": 13611, "ingest": { "rows": 701, "ms": 140, "cached": 701 }, "recalled": 121, "queries": [ "photography workshop", "attended photography class", "photo workshop date", "photography seminar", "learned photography", "photography course" ], "blockRows": 45, "blockChars": 36292, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:38:28.606Z" } } }, { "id": "gpt4_98f46fc6", "type": "temporal-reasoning", "question": "Which event did I participate in first, the charity gala or the charity bake sale?", "answer": "I participated in the charity bake sale first.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the **charity bake sale came first**.\n\nThe charity bake sale took place on **2023-03-15** (Wednesday), when you organized it at your office.\n\nThe charity gala was mentioned later, on **2023-03-28** (Tuesday), when you were planning to attend it that evening.\n\nSo the bake sale was about 2 weeks before the gala.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1311, "ms": 9214, "ingest": { "rows": 750, "ms": 147, "cached": 750 }, "recalled": 88, "queries": [ "charity gala", "charity bake sale", "attended gala", "went to bake sale", "participated in gala", "participated in bake sale" ], "blockRows": 51, "blockChars": 36465, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:30.566Z" } } }, { "id": "gpt4_af6db32f", "type": "temporal-reasoning", "question": "How many days ago did I watch the Super Bowl?", "answer": "17 days ago. 18 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the conversation excerpts, you watched the Super Bowl on **2023-02-12 (Sunday)**.\n\nToday's date is 2023-03-01.\n\nCalculating: From 2023-02-12 to 2023-03-01 is **17 days ago**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1818, "ms": 11557, "ingest": { "rows": 736, "ms": 108, "cached": 736 }, "recalled": 99, "queries": [ "Super Bowl", "watched the game", "Super Bowl Sunday", "football game", "NFL championship", "watched the Super Bowl" ], "blockRows": 53, "blockChars": 36367, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:32.750Z" } } }, { "id": "eac54adc", "type": "temporal-reasoning", "question": "How many days ago did I launch my website when I signed a contract with my first client?", "answer": "19 days ago. 20 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "I cannot find information in the memory about when you launched your website. \n\nThe memory shows that you signed a contract with your first client on **2023-03-01 (Wed)**, but there is no mention of a website launch date in any of the conversations.\n\nTo answer your question accurately, I would need to know when your website launched.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0308, "ms": 11549, "ingest": { "rows": 718, "ms": 84, "cached": 718 }, "recalled": 112, "queries": [ "launched my website", "website launch date", "signed contract first client", "first client contract", "first client", "website live" ], "blockRows": 50, "blockChars": 36856, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:38:34.639Z" } } }, { "id": "gpt4_7ddcf75f", "type": "temporal-reasoning", "question": "How many days ago did I go on a whitewater rafting trip in the Oregon mountains?", "answer": "3 days ago. 4 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "According to the memory, you went on a whitewater rafting trip in the Oregon mountains on 2023-06-17 (Saturday).\n\nToday's date is 2023-06-20 (Tuesday).\n\n2023-06-20 minus 2023-06-17 = 3 days ago.\n\nYou went on your whitewater rafting trip **3 days ago**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1786, "ms": 9232, "ingest": { "rows": 738, "ms": 84, "cached": 738 }, "recalled": 94, "queries": [ "whitewater rafting Oregon", "rafting trip mountains", "went rafting", "Oregon rafting date", "rafting in Oregon", "whitewater rafting" ], "blockRows": 61, "blockChars": 36784, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:36.578Z" } } }, { "id": "gpt4_a2d1d1f6", "type": "temporal-reasoning", "question": "How many days ago did I harvest my first batch of fresh herbs from the herb garden kit?", "answer": "3 days ago. 4 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "According to the conversation from 2023-04-15 (Sat), you harvested your first batch of fresh herbs from the herb garden kit on that date.\n\nToday's date is 2023-04-18.\n\nCalculation: 2023-04-18 minus 2023-04-15 = 3 days ago.\n\nYou harvested your first batch of fresh herbs from the herb garden kit **3 days ago**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1493, "ms": 11033, "ingest": { "rows": 750, "ms": 158, "cached": 750 }, "recalled": 91, "queries": [ "harvested herbs", "herb garden kit", "first batch of herbs", "picked herbs", "herb garden harvest", "first harvest" ], "blockRows": 49, "blockChars": 36472, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:38.460Z" } } }, { "id": "gpt4_85da3956", "type": "temporal-reasoning", "question": "How many weeks ago did I attend the 'Summer Nights' festival at Universal Studios Hollywood?", "answer": "3 weeks ago", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, you mentioned attending the \"Summer Nights\" festival at Universal Studios Hollywood with your friends Rachel and Mike. This is referenced in a conversation dated **2023-07-15 (Sat)**.\n\nYou stated: \"we had so much fun at the 'Summer Nights' festival with my friends Rachel and Mike\" and later mentioned \"I caught it during the 'Summer Nights' festival with Rachel and Mike.\"\n\nHowever, the excerpts do not contain a specific date for when you attended the festival—only that you were discussing it on July 15th, 2023. Without the exact date of your visit, I cannot calculate how many weeks ago it was.\n\nIf you can provide the specific date you attended the festival, I can calculate the number of weeks that have passed since then.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0331, "ms": 15994, "ingest": { "rows": 754, "ms": 151, "cached": 754 }, "recalled": 127, "queries": [ "Summer Nights festival", "Universal Studios Hollywood", "went to Universal Studios", "attended Summer Nights", "Universal Studios trip", "Summer Nights date" ], "blockRows": 50, "blockChars": 36598, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:38:40.470Z" } } }, { "id": "gpt4_b0863698", "type": "temporal-reasoning", "question": "How many days ago did I participate in the 5K charity run?", "answer": "7 days ago. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory, you participated in a 5K charity run on 2023-03-19 (Sunday).\n\nToday's date is 2023-03-26.\n\n2023-03-26 minus 2023-03-19 = 7 days ago.\n\n**You participated in the 5K charity run 7 days ago.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1961, "ms": 12588, "ingest": { "rows": 722, "ms": 130, "cached": 722 }, "recalled": 77, "queries": [ "5K charity run", "charity run date", "ran a 5K", "completed the 5K", "charity race", "5K run" ], "blockRows": 45, "blockChars": 35943, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:42.479Z" } } }, { "id": "gpt4_68e94287", "type": "temporal-reasoning", "question": "Which event happened first, my participation in the #PlankChallenge or my post about vegan chili recipe?", "answer": "You posted a recipe for vegan chili on Instagram using the hashtag #FoodieAdventures first.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your post about the vegan chili recipe happened first.\n\nOn 2023-03-10 (Fri), you mentioned: \"I shared a recipe for vegan chili using #FoodieAdventures yesterday that got a lot of attention.\"\n\nThen on 2023-03-15 (Wed), you mentioned: \"I participated in a social media challenge called #PlankChallenge today.\"\n\nSo the vegan chili post was on 2023-03-09 (approximately), and the #PlankChallenge participation was on 2023-03-15 — the vegan chili recipe post happened about 6 days before the #PlankChallenge.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2, "ms": 10930, "ingest": { "rows": 742, "ms": 155, "cached": 742 }, "recalled": 124, "queries": [ "#PlankChallenge", "Plank Challenge", "vegan chili recipe", "vegan chili", "posted chili", "did the plank challenge" ], "blockRows": 51, "blockChars": 36903, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:44.389Z" } } }, { "id": "gpt4_e414231e", "type": "temporal-reasoning", "question": "How many days passed between the day I fixed my mountain bike and the day I decided to upgrade my road bike's pedals?", "answer": "4 days. 5 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts:\n\n- You fixed your mountain bike's flat tire on **2023-03-15** (Wednesday) – you \"replaced the inner tube, cleaned the chain, and it's been running smoothly.\"\n- You decided to upgrade your road bike's pedals to Shimano Ultegra pedals on **2023-03-19** (Sunday) – stated as \"I decided to upgrade my road bike's pedals to clipless pedals today, specifically the Shimano Ultegra pedals.\"\n\nFrom 2023-03-15 to 2023-03-19 → **4 days passed**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.046, "ms": 9331, "ingest": { "rows": 761, "ms": 149, "cached": 761 }, "recalled": 54, "queries": [ "fixed mountain bike", "repaired mountain bike", "mountain bike fix", "upgrade road bike pedals", "road bike pedals", "new pedals for road bike" ], "blockRows": 49, "blockChars": 36367, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:46.385Z" } } }, { "id": "gpt4_7ca326fa", "type": "temporal-reasoning", "question": "Who graduated first, second and third among Emma, Rachel and Alex?", "answer": "Emma graduated first, followed by Rachel and then Alex.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here are the graduation dates in order:\n\n1. **Emma** - graduated on **May 27, 2022** (Saturday in late May). You attended her high school graduation ceremony on 2022-05-28.\n\n2. **Rachel** - graduated on **June 21, 2022** (Wednesday). You attended her master's degree graduation ceremony on 2022-06-22.\n\n3. **Alex** - graduated on **June 22, 2022** (Wednesday). This was mentioned in the conversation on 2022-06-22 when you asked for gift ideas for your cousin Alex, who \"just graduated from college with a degree in engineering today.\"\n\n**Order: Emma graduated first, then Rachel, then Alex (Rachel and Alex graduated on the same day, but Rachel's ceremony was the day before you mentioned Alex's graduation).**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.112, "ms": 9341, "ingest": { "rows": 760, "ms": 215, "cached": 760 }, "recalled": 99, "queries": [ "Emma graduated", "Rachel graduated", "Alex graduated", "Emma graduation date", "Rachel graduation date", "Alex graduation date" ], "blockRows": 51, "blockChars": 36383, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:48.311Z" } } }, { "id": "gpt4_7bc6cf22", "type": "temporal-reasoning", "question": "How many days ago did I read the March 15th issue of The New Yorker?", "answer": "12 days ago. 13 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts, you mentioned reading the March 15th issue of The New Yorker on 2023-03-20 (the date of that conversation).\n\nToday's date is 2023-04-01.\n\n2023-03-20 to 2023-04-01 = 12 days ago\n\nYou read the March 15th issue of The New Yorker 12 days ago.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1667, "ms": 10373, "ingest": { "rows": 783, "ms": 101, "cached": 783 }, "recalled": 99, "queries": [ "March 15th New Yorker", "read New Yorker", "New Yorker issue", "March 15", "reading the New Yorker", "The New Yorker" ], "blockRows": 53, "blockChars": 36755, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:50.396Z" } } }, { "id": "2ebe6c92", "type": "temporal-reasoning", "question": "Which book did I finish a week ago?", "answer": "'The Nightingale' by Kristin Hannah", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can see that you finished **\"The Nightingale\" by Kristin Hannah** on January 31st (Tue), as stated in one of the conversations: \"I just finished a historical fiction novel, 'The Nightingale' by Kristin Hannah, today.\"\n\nToday is February 7th, 2023. That means you finished it about a week ago (January 31st to February 7th = 7 days).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1356, "ms": 11577, "ingest": { "rows": 733, "ms": 75, "cached": 733 }, "recalled": 100, "queries": [ "finished reading", "read the last page", "completed the book", "finished a book", "done with the book", "book I just finished" ], "blockRows": 56, "blockChars": 36572, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:52.316Z" } } }, { "id": "gpt4_e061b84g", "type": "temporal-reasoning", "question": "I mentioned participating in a sports event two weeks ago. What was the event?", "answer": "The company's annual charity soccer tournament.", "abstain": false, "mem": "on", "response": "Based on the memory, two weeks ago from today (2023-07-01) would be around 2023-06-17.\n\nOn 2023-06-17, you mentioned: \"I will participate in the company's annual charity soccer tournament today.\"\n\nThe event was the **company's annual charity soccer tournament**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.25, "ms": 11871, "ingest": { "rows": 797, "ms": 128, "cached": 797 }, "recalled": 102, "queries": [ "sports event", "race", "tournament", "game", "competition", "participated in" ], "blockRows": 58, "blockChars": 36274, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:38:54.228Z" } } }, { "id": "71017277", "type": "temporal-reasoning", "question": "I received a piece of jewelry last Saturday from whom?", "answer": "my aunt", "abstain": false, "mem": "on", "response": "The excerpts do not contain information about jewelry you received last Saturday or from whom you received it. I cannot answer this question based on our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0, "ms": 7883, "ingest": { "rows": 733, "ms": 112, "cached": 733 }, "recalled": 135, "queries": [ "jewelry", "gift", "received", "last Saturday", "present", "who gave me" ], "blockRows": 63, "blockChars": 36886, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:38:56.192Z" } } }, { "id": "b46e15ee", "type": "temporal-reasoning", "question": "What charity event did I participate in a month ago?", "answer": "the 'Walk for Hunger' charity event", "abstain": false, "mem": "on", "response": "I don't have a specific record of a charity event you participated in exactly one month ago from today (2023-04-18).\n\nHowever, looking at the conversations from around that timeframe, I can see several charity events you've participated in:\n\n- **2023-03-19** (about 4 weeks ago): You mentioned organizing a charity bake sale at your office for a local animal shelter.\n- **2023-03-19** (about 4 weeks ago): You discussed participating in the \"Walk for Hunger\" charity event, where you walked 5 kilometers with colleagues to raise money for a local food bank.\n- **2023-02-15** (about 2 months ago): You volunteered at the \"Books for Kids\" charity book drive event at your local library, helping to sort and pack over 500 books for underprivileged kids.\n- **2023-02-14** (about 2 months ago): You participated in the \"24-Hour Bike Ride\" charity event, cycling for 4 hours non-stop to raise money for a local children's hospital.\n\nThe closest match to \"a month ago\" would be the \"Walk for Hunger\" event on 2023-03-19 (30 days before today).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0571, "ms": 9429, "ingest": { "rows": 719, "ms": 132, "cached": 719 }, "recalled": 125, "queries": [ "charity event", "fundraiser", "volunteered", "donation", "marathon", "benefit" ], "blockRows": 71, "blockChars": 36908, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:38:59.414Z" } } }, { "id": "gpt4_d6585ce9", "type": "temporal-reasoning", "question": "Who did I go with to the music event last Saturday?", "answer": "my parents", "abstain": false, "mem": "on", "response": "According to the memory from your conversation on 2023-03-18 (Sat), you went to a concert at the Wells Fargo Center in Newark, NJ with **your parents**. You mentioned taking a selfie with your sister in front of the venue before the show, and you were planning to frame the concert ticket stub from that day's show.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.037, "ms": 9073, "ingest": { "rows": 685, "ms": 120, "cached": 685 }, "recalled": 132, "queries": [ "music event last Saturday", "concert last Saturday", "who did I go with Saturday", "show last Saturday", "gig last Saturday", "Saturday music" ], "blockRows": 54, "blockChars": 36491, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:01.328Z" } } }, { "id": "gpt4_1e4a8aec", "type": "temporal-reasoning", "question": "What gardening-related activity did I do two weeks ago?", "answer": "planting 12 new tomato saplings", "abstain": false, "mem": "on", "response": "Looking at the memory from two weeks ago (today is 2023-05-05, so two weeks ago would be around 2023-04-21):\n\nOn **2023-04-21 (Fri)**, you **planted 12 new tomato saplings**. You mentioned: \"I just planted 12 new tomato saplings today and I'm excited to see them grow.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1429, "ms": 10063, "ingest": { "rows": 735, "ms": 78, "cached": 735 }, "recalled": 112, "queries": [ "gardening", "planted", "watering", "weeding", "garden", "yard work" ], "blockRows": 53, "blockChars": 36339, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:03.250Z" } } }, { "id": "gpt4_f420262d", "type": "temporal-reasoning", "question": "What was the airline that I flied with on Valentine's day?", "answer": "American Airlines", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, on Valentine's Day (February 14, 2023), you were planning to book a flight from Boston to Miami, but the excerpts don't specify which airline you actually flew with on that date.\n\nHowever, earlier in the conversation on February 14th, you mentioned that you had a recent American Airlines flight from LAX to JFK that was delayed by 2 hours due to bad weather conditions. The excerpts don't clarify whether this LAX to JFK flight occurred on Valentine's Day itself or on a different date.\n\nThe airline you flew with on Valentine's Day is not explicitly stated in the memory excerpts.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0388, "ms": 18007, "ingest": { "rows": 712, "ms": 142, "cached": 712 }, "recalled": 93, "queries": [ "Valentine's Day flight", "airline February 14", "flight on Valentine's", "booked a flight for February 14", "flying on Valentine's Day", "airline ticket February" ], "blockRows": 47, "blockChars": 36354, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:39:05.219Z" } } }, { "id": "gpt4_59149c78", "type": "temporal-reasoning", "question": "I mentioned that I participated in an art-related event two weeks ago. Where was that event held at?", "answer": "The Metropolitan Museum of Art.", "abstain": false, "mem": "on", "response": "I've reviewed all the conversations in my memory, and I can find references to several art-related events you've mentioned, but I need to clarify the timing to answer your question accurately.\n\nLooking at the dates:\n\n- **2023-01-08 (Sun)**: You mentioned you \"just got back from a guided tour at the Museum of Modern Art focused on 20th-century modern art movements.\"\n- **2023-01-15 (Sun)**: You mentioned attending the \"Ancient Civilizations\" exhibit at the **Metropolitan Museum of Art** today.\n\nToday's date is 2023-02-01. Two weeks ago would have been around 2023-01-18. \n\nThe Metropolitan Museum of Art visit on 2023-01-15 is about 2.5 weeks ago (not quite two weeks), and the Museum of Modern Art visit on 2023-01-08 is about 3.5 weeks ago.\n\nThe Metropolitan Museum of Art visit on 2023-01-15 is the closest match to \"two weeks ago.\" That event was held at the **Metropolitan Museum of Art**.\n\nHowever, if you're referring to a different event, please let me know and I can search more carefully through the conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0452, "ms": 15668, "ingest": { "rows": 750, "ms": 109, "cached": 750 }, "recalled": 119, "queries": [ "art event", "art gallery", "art exhibition", "museum", "workshop", "where was the art event" ], "blockRows": 46, "blockChars": 36485, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:07.162Z" } } }, { "id": "gpt4_e414231f", "type": "temporal-reasoning", "question": "Which bike did I fixed or serviced the past weekend?", "answer": "road bike", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you fixed your **mountain bike** past weekend.\n\nSpecifically, on 2023-03-15 (Wed), you mentioned: \"I finally got around to fixing that flat tire on my mountain bike today - replaced the inner tube, cleaned the chain, and it's been running smoothly.\"\n\nHowever, I should note that this was stated on March 15th (Wed), not explicitly as \"past weekend.\" You also later referenced this same work on 2023-03-19 (Sun), saying: \"I just fixed the flat tire on my mountain bike a few weeks ago. Replaced the inner tube, cleaned the chain, and it's been running smoothly ever since.\"\n\nSo the mountain bike is the one you serviced, with work including replacing the inner tube and cleaning the chain.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0171, "ms": 11815, "ingest": { "rows": 736, "ms": 110, "cached": 736 }, "recalled": 47, "queries": [ "bike fixed", "bike serviced", "repaired bike", "bike maintenance", "fixed my bike", "serviced my bike" ], "blockRows": 51, "blockChars": 36160, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:39:09.119Z" } } }, { "id": "gpt4_4929293b", "type": "temporal-reasoning", "question": "What was the the life event of one of my relatives that I participated in a week ago?", "answer": "my cousin's wedding", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I cannot find information about a life event that occurred one week ago from today (2023-06-22).\n\nHowever, the most recent life event mentioned in our conversations was on **2023-06-15 (Thursday)**, when you discussed planning a baby gift for your friend Emma, who just had a baby girl named Charlotte. That was about a week ago, but Emma's event (having the baby) was not something you participated in directly—rather, you were planning a gift for her.\n\nThe most recent event you actually participated in that's documented in our conversations was being a **bridesmaid at your cousin's wedding**, which you mentioned in our conversation about wedding planning, though the specific date of that wedding is not provided in the excerpts.\n\nCould you clarify which relative or event you're asking about? That would help me give you a more accurate answer.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.042, "ms": 8304, "ingest": { "rows": 737, "ms": 171, "cached": 737 }, "recalled": 117, "queries": [ "relative event", "family celebration", "wedding", "birthday", "funeral", "anniversary" ], "blockRows": 49, "blockChars": 36299, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:11.046Z" } } }, { "id": "gpt4_468eb064", "type": "temporal-reasoning", "question": "Who did I meet with during the lunch last Tuesday?", "answer": "Emma", "abstain": false, "mem": "on", "response": "According to the memory from the conversation on 2023-04-11, you met with **Emma, a freelance writer**, during lunch that day. She was mentioned as a potential collaborator for a project you're working on.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0625, "ms": 8224, "ingest": { "rows": 718, "ms": 151, "cached": 718 }, "recalled": 93, "queries": [ "lunch last Tuesday", "met for lunch", "who did I have lunch with", "Tuesday lunch meeting", "lunch appointment", "last Tuesday meeting" ], "blockRows": 70, "blockChars": 36959, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:12.979Z" } } }, { "id": "gpt4_fa19884d", "type": "temporal-reasoning", "question": "What is the artist that I started to listen to last Friday?", "answer": "a bluegrass band that features a banjo player", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, last Friday was **2023-03-31**.\n\nOn that date, in the conversation about bluegrass music, you mentioned: \"I recently discovered a bluegrass band that features a banjo player and started enjoying their music today.\"\n\nHowever, the excerpts do not contain the specific name of the bluegrass band or artist you discovered and started listening to last Friday. You noted that it features a banjo player, but the artist's name is not stated in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.1558, "ms": 9084, "ingest": { "rows": 791, "ms": 173, "cached": 791 }, "recalled": 136, "queries": [ "last Friday artist", "started listening to", "new music Friday", "who is this artist", "discovered a new artist", "music recommendations Friday" ], "blockRows": 55, "blockChars": 36812, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:15.003Z" } } }, { "id": "9a707b82", "type": "temporal-reasoning", "question": "I mentioned cooking something for my friend a couple of days ago. What was it?", "answer": "a chocolate cake", "abstain": false, "mem": "on", "response": "I've scanned through all the conversations in my memory, and I found a mention of baking for your friend, but not cooking.\n\nSpecifically, on 2022-04-10 (Sun), you mentioned: \"I just baked a chocolate cake for my friend's birthday party last weekend that turned out amazing. It was a new recipe I found online that used espresso powder to intensify the chocolate flavor.\"\n\nSo you baked a chocolate cake for your friend's birthday party, not cooking something a couple of days ago. The memory excerpts don't contain information about cooking something for a friend a couple of days ago (which would be around 2022-04-10, given that today is 2022-04-12).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0364, "ms": 9229, "ingest": { "rows": 775, "ms": 158, "cached": 775 }, "recalled": 126, "queries": [ "cooked for friend", "cooking for friend", "made for friend", "dinner for friend", "recipe for friend", "what I cooked" ], "blockRows": 52, "blockChars": 36456, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:16.942Z" } } }, { "id": "eac54add", "type": "temporal-reasoning", "question": "What was the significant buisiness milestone I mentioned four weeks ago?", "answer": "I signed a contract with my first client.", "abstain": false, "mem": "on", "response": "I've reviewed all the excerpts in MEMORY, and I cannot find any information about a significant business milestone you mentioned four weeks ago.\n\nThe closest business-related milestone I can find is from the conversation on 2023-03-01 (Wed), where you mentioned that you had \"landed your first client\" and were working on creating a freelance contract. However, that conversation was about 27 days ago (from today's date of 2023-03-28), which is roughly 4 weeks ago.\n\nIf this is the milestone you're referring to, then **landing your first client** was the significant business milestone you mentioned approximately four weeks ago.\n\nIf you were referring to a different milestone, please provide more details so I can help you find the specific information.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.064, "ms": 8939, "ingest": { "rows": 718, "ms": 106, "cached": 718 }, "recalled": 166, "queries": [ "business milestone", "big win", "achievement", "deal closed", "launched", "reached goal" ], "blockRows": 57, "blockChars": 36598, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:18.892Z" } } }, { "id": "4dfccbf8", "type": "temporal-reasoning", "question": "What did I do with Rachel on the Wednesday two months ago?", "answer": "I started taking ukulele lessons with Rachel.", "abstain": false, "mem": "on", "response": "Based on the MEMORY, two months ago from today (2023-04-01) would be around early February 2023.\n\nOn Wednesday, February 1st, 2023, you started taking ukulele lessons with your friend Rachel. According to the conversation from that date:\n\n\"I just started taking ukulele lessons with my friend Rachel today and it's been really fun so far.\"\n\nYou were asking for tips on how to practice effectively and improve your chord changes during these lessons.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1728, "ms": 15122, "ingest": { "rows": 719, "ms": 143, "cached": 719 }, "recalled": 72, "queries": [ "Rachel Wednesday", "what I did with Rachel", "Wednesday two months ago", "Rachel meeting", "Rachel outing", "Rachel activity" ], "blockRows": 59, "blockChars": 36573, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:20.896Z" } } }, { "id": "0bc8ad93", "type": "temporal-reasoning", "question": "I mentioned visiting a museum two months ago. Did I visit with a friend or not?", "answer": "No, you did not visit with a friend.", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, two months ago from today (2023-03-11) would be around mid-January 2023.\n\nOn **2023-01-11**, you mentioned: \"I just learned a lot about it in a lecture at the History Museum about ancient civilizations this month.\" This indicates you visited the History Museum, but this was for a lecture, not specified as being with a friend.\n\nHowever, on **2022-12-16** (about two and a half months ago), you mentioned attending the \"Art in Bloom\" exhibition at the local art museum about three weeks prior to that conversation. The excerpts do not specify whether you attended with a friend or alone.\n\nThe clearest museum visit with a friend that I can find is from **2023-02-18**, when you attended a guided tour at the Natural History Museum **yesterday** (from that conversation's date), where you went with your dad and saw the fossil collection and new T-Rex skeleton.\n\nBased on the excerpts, I cannot definitively say whether your museum visit from two months ago was with a friend or not—the available information doesn't clearly specify.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0575, "ms": 10285, "ingest": { "rows": 754, "ms": 184, "cached": 754 }, "recalled": 84, "queries": [ "museum", "visited a museum", "went to a museum", "museum friend", "museum alone", "museum trip" ], "blockRows": 52, "blockChars": 36557, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:39:22.912Z" } } }, { "id": "6e984302", "type": "temporal-reasoning", "question": "I mentioned an investment for a competition four weeks ago? What did I buy?", "answer": "I got my own set of sculpting tools.", "abstain": false, "mem": "on", "response": "I've scanned through all the memory excerpts, and I don't find any information about an investment you made for a competition four weeks ago or what you bought.\n\nHowever, I can see that you have been involved in competitions:\n- You entered a local art competition with a sculpture category (mentioned on 2023-02-11)\n- You won a best costume prize at the Tokyo Disney Resort's Christmas Parade event (mentioned on 2023-02-23)\n\nFour weeks before today (2023-04-01) would be around 2023-03-04. The excerpts don't contain information about any purchase or investment you made around that time for a competition.\n\nCould you provide more details about which competition you're referring to, or clarify what type of item you purchased?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0315, "ms": 9185, "ingest": { "rows": 721, "ms": 124, "cached": 721 }, "recalled": 106, "queries": [ "investment competition", "bought for competition", "investment four weeks ago", "what did I buy", "competition portfolio", "investment assets" ], "blockRows": 52, "blockChars": 36746, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:39:24.841Z" } } }, { "id": "gpt4_8279ba03", "type": "temporal-reasoning", "question": "What kitchen appliance did I buy 10 days ago?", "answer": "a smoker", "abstain": false, "mem": "on", "response": "I don't find information in the excerpts about a kitchen appliance you bought 10 days ago.\n\nThe only recent appliance purchase mentioned is from 2023-03-07 (Tue), when you said \"I'm actually thinking of getting something similar to the modern-looking lamps I got for my living room, which I ordered from Amazon about a week ago\" — but those were lamps, not kitchen appliances, and you ordered them about a week before March 7th (so around February 28th or March 1st).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 12815, "ingest": { "rows": 742, "ms": 117, "cached": 742 }, "recalled": 103, "queries": [ "bought kitchen appliance", "purchased kitchen appliance", "new appliance", "ordered kitchen appliance", "kitchen gadget", "bought for kitchen" ], "blockRows": 54, "blockChars": 36653, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:39:26.810Z" } } }, { "id": "gpt4_b5700ca0", "type": "temporal-reasoning", "question": "Where did I attend the religious activity last week?", "answer": "the Episcopal Church", "abstain": false, "mem": "on", "response": "According to the memory from your conversation on 2023-04-06 (Thu), you attended the **Maundy Thursday service at the Episcopal Church** last week. You described it as \"a beautiful and moving experience.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.129, "ms": 13436, "ingest": { "rows": 750, "ms": 101, "cached": 750 }, "recalled": 111, "queries": [ "religious activity", "church", "temple", "mosque", "synagogue", "last week" ], "blockRows": 59, "blockChars": 36450, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:28.725Z" } } }, { "id": "gpt4_68e94288", "type": "temporal-reasoning", "question": "What was the social media activity I participated 5 days ago?", "answer": "You participated in a social media challenge called #PlankChallenge.", "abstain": false, "mem": "on", "response": "Today is 2023-03-20. Five days ago was 2023-03-15.\n\nOn 2023-03-15, you participated in a social media challenge called **#PlankChallenge**. According to the conversation, \"I participated in a social media challenge called #PlankChallenge today, and it was a great way to stay motivated!\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3077, "ms": 13154, "ingest": { "rows": 716, "ms": 147, "cached": 716 }, "recalled": 129, "queries": [ "posted on social media", "shared on social media", "tweeted", "Instagram", "Facebook", "LinkedIn" ], "blockRows": 61, "blockChars": 36826, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:30.707Z" } } }, { "id": "gpt4_2655b836", "type": "temporal-reasoning", "question": "What was the first issue I had with my new car after its first service?", "answer": "GPS system not functioning correctly", "abstain": false, "mem": "on", "response": "According to the memory, the first issue you had with your new car after its first service was a GPS system problem on **March 22nd**. You had to take your car back to the dealership to get it fixed, and they replaced the entire GPS system. After the replacement, the system has been working flawlessly.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 15443, "ingest": { "rows": 748, "ms": 168, "cached": 748 }, "recalled": 56, "queries": [ "new car first service", "car problem after service", "car issue after service", "car mechanic service", "car noise after service", "car warning light after service" ], "blockRows": 57, "blockChars": 36495, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:32.648Z" } } }, { "id": "gpt4_2487a7cb", "type": "temporal-reasoning", "question": "Which event did I attend first, the 'Effective Time Management' workshop or the 'Data Analysis using Python' webinar?", "answer": "'Data Analysis using Python' webinar", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can see that you participated in a webinar on \"Data Analysis using Python\" two months ago, which was organized by an online learning platform.\n\nHowever, the workshop on \"Effective Time Management\" at the local community center is only mentioned as having occurred \"last Saturday\" in a conversation dated 2023-05-24.\n\nSince today's date is 2023-05-24, \"last Saturday\" would be 2023-05-20 (4 days ago).\n\nThe \"Data Analysis using Python\" webinar occurred \"two months ago\" from 2023-05-24, which would be approximately mid-March 2023.\n\n**You attended the \"Data Analysis using Python\" webinar first** (around mid-March 2023), followed by the \"Effective Time Management\" workshop (2023-05-20, just 4 days ago).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.084, "ms": 9133, "ingest": { "rows": 755, "ms": 148, "cached": 755 }, "recalled": 141, "queries": [ "Effective Time Management workshop", "Data Analysis using Python webinar", "attended workshop", "joined webinar", "time management", "python data analysis" ], "blockRows": 42, "blockChars": 36500, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:34.633Z" } } }, { "id": "gpt4_76048e76", "type": "temporal-reasoning", "question": "Which vehicle did I take care of first in February, the bike or the car?", "answer": "bike", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you took care of your **bike first in February**.\n\nHere's the timeline:\n\n- **Bike repair: mid-February** — You had to take your bike in for repairs because the gears were acting up and you couldn't shift properly.\n- **Car wash: February 27th** — You washed your current Corolla on Monday, February 27th, after not doing so for over a month.\n\nSo your bike was repaired in mid-February, and your car was washed later that month on February 27th.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.025, "ms": 10234, "ingest": { "rows": 738, "ms": 148, "cached": 738 }, "recalled": 78, "queries": [ "February bike", "February car", "fixed bike February", "fixed car February", "worked on bike February", "worked on car February" ], "blockRows": 50, "blockChars": 36381, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:36.601Z" } } }, { "id": "gpt4_2312f94c", "type": "temporal-reasoning", "question": "Which device did I got first, the Samsung Galaxy S22 or the Dell XPS 13?", "answer": "Samsung Galaxy S22", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the **Dell XPS 13 laptop came first**.\n\nHere's the timeline:\n- **Dell XPS 13**: Pre-ordered on January 28th, arrived on February 25th\n- **Samsung Galaxy S22**: Purchased on February 20th\n\nSo the Dell XPS 13 arrived about 5 days after you got the Samsung Galaxy S22, but you pre-ordered the laptop earlier (January 28th vs. February 20th purchase date).\n\nIf we're talking about when you actually received them, the Samsung Galaxy S22 arrived first on February 20th, followed by the Dell XPS 13 on February 25th.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0682, "ms": 10650, "ingest": { "rows": 712, "ms": 150, "cached": 712 }, "recalled": 109, "queries": [ "Samsung Galaxy S22", "Dell XPS 13", "bought Samsung", "bought Dell", "got S22", "got XPS" ], "blockRows": 73, "blockChars": 37449, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:38.531Z" } } }, { "id": "0bb5a684", "type": "temporal-reasoning", "question": "How many days before the team meeting I was preparing for did I attend the workshop on 'Effective Communication in the Workplace'?", "answer": "7 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory, I can find the relevant dates:\n\n- You attended the workshop on \"Effective Communication in the Workplace\" on **January 10th**\n- Your upcoming team meeting is on **January 17th**\n\n**Calculation:** January 17th minus January 10th = **7 days**\n\nYou attended the workshop 7 days before your team meeting on January 17th.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1404, "ms": 11245, "ingest": { "rows": 735, "ms": 171, "cached": 735 }, "recalled": 101, "queries": [ "team meeting preparation", "Effective Communication in the Workplace workshop", "attended communication workshop", "preparing for team meeting", "workshop date", "meeting date" ], "blockRows": 48, "blockChars": 36136, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:40.501Z" } } }, { "id": "08f4fc43", "type": "temporal-reasoning", "question": "How many days had passed between the Sunday mass at St. Mary's Church and the Ash Wednesday service at the cathedral?", "answer": "30 days. 31 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "I need to scan the memory for the dates of these two events.\n\nFrom the memory, I can find:\n- Sunday mass at St. Mary's Church on **January 2nd** (mentioned in conversation on 2023-02-20, session answer_6ea1541e_1)\n- Ash Wednesday service at the cathedral on **February 1st** (mentioned in conversation on 2023-02-20, session answer_6ea1541e_2)\n\nCalculating the days between:\n- January 2nd to February 1st\n- January has 31 days, so from January 2nd to January 31st = 29 days\n- Plus February 1st = 30 days total\n\n**30 days had passed between the Sunday mass at St. Mary's Church on January 2nd and the Ash Wednesday service at the cathedral on February 1st.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0684, "ms": 12366, "ingest": { "rows": 729, "ms": 132, "cached": 729 }, "recalled": 95, "queries": [ "St. Mary's Church Sunday mass", "Ash Wednesday service cathedral", "went to mass at St. Mary's", "attended Ash Wednesday service", "St. Mary's Church date", "cathedral Ash Wednesday date" ], "blockRows": 47, "blockChars": 36632, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:42.900Z" } } }, { "id": "2c63a862", "type": "temporal-reasoning", "question": "How many days did it take for me to find a house I loved after starting to work with Rachel?", "answer": "14 days. 15 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you started working with Rachel on **February 15th** and saw the house you loved on **March 1st**.\n\nFebruary 15th to March 1st = 14 days.\n\n**It took 14 days for you to find a house you loved after starting to work with Rachel.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1111, "ms": 8745, "ingest": { "rows": 770, "ms": 134, "cached": 770 }, "recalled": 98, "queries": [ "Rachel realtor", "started working with Rachel", "found a house I love", "house hunting Rachel", "offered on a house", "signed contract Rachel" ], "blockRows": 53, "blockChars": 36222, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:44.897Z" } } }, { "id": "gpt4_385a5000", "type": "temporal-reasoning", "question": "Which seeds were started first, the tomatoes or the marigolds?", "answer": "Tomatoes", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the **tomatoes were started first**.\n\nHere's the timeline:\n\n- **Tomatoes, peppers, and cucumbers**: Started indoors under grow lights in your basement on **February 20th** (from conversation on 2023-03-10)\n- **Marigold seeds**: Arrived and started germinating on **March 3rd** (from conversation on 2023-03-10)\n\nSo the tomatoes were started about 2 weeks before the marigolds.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0351, "ms": 11636, "ingest": { "rows": 747, "ms": 79, "cached": 747 }, "recalled": 88, "queries": [ "when did I plant tomato seeds", "when did I plant marigold seeds", "started tomato seeds", "started marigold seeds", "tomato seed date", "marigold seed date" ], "blockRows": 47, "blockChars": 36627, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:46.823Z" } } }, { "id": "2a1811e2", "type": "temporal-reasoning", "question": "How many days had passed between the Hindu festival of Holi and the Sunday mass at St. Mary's Church?", "answer": "21 days. 22 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the MEMORY excerpts, I can identify both events:\n\n1. **Holi celebration at local temple**: February 26th, 2023 (mentioned in conversation on 2023-03-26, session answer_1cc3cd0c_1)\n2. **Sunday mass at St. Mary's Church**: March 19th, 2023 (mentioned in conversation on 2023-03-26, session answer_1cc3cd0c_2)\n\nCalculating the days between:\n- February 26 to March 19, 2023\n- February 26 to February 28 = 2 days (2023 is not a leap year)\n- March 1 to March 19 = 19 days\n- Total: 2 + 19 = **21 days**\n\n**21 days had passed between the Holi celebration on February 26th and the Sunday mass at St. Mary's Church on March 19th.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0696, "ms": 11189, "ingest": { "rows": 735, "ms": 57, "cached": 735 }, "recalled": 98, "queries": [ "Holi", "Hindu festival", "St. Mary's Church", "Sunday mass", "went to mass", "celebrated Holi" ], "blockRows": 59, "blockChars": 36574, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:48.786Z" } } }, { "id": "bbf86515", "type": "temporal-reasoning", "question": "How many days before the 'Rack Fest' did I participate in the 'Turbocharged Tuesdays' event?", "answer": "4 days.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you participated in the \"Turbocharged Tuesdays\" event on **June 14th** and attended \"Rack Fest\" on **June 18th**.\n\n**Calculation:** June 18 - June 14 = **4 days**\n\nYou participated in \"Turbocharged Tuesdays\" **4 days before** \"Rack Fest\".", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1026, "ms": 9404, "ingest": { "rows": 724, "ms": 83, "cached": 724 }, "recalled": 97, "queries": [ "Rack Fest", "Turbocharged Tuesdays", "participated in Turbocharged Tuesdays", "attended Rack Fest", "Turbocharged Tuesday date", "Rack Fest date" ], "blockRows": 47, "blockChars": 36619, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:50.695Z" } } }, { "id": "gpt4_5dcc0aab", "type": "temporal-reasoning", "question": "Which pair of shoes did I clean last month?", "answer": "white Adidas sneakers", "abstain": false, "mem": "on", "response": "According to the memory, you cleaned your **white Adidas sneakers** last month. \n\nYou mentioned that you'd been meaning to clean them for weeks, and they were getting pretty dirty and stained after the outdoor music festival you attended. You used a simple mixture of soap and water to wipe down the uppers and then let them air dry on the balcony for a few hours, and they looked like new again afterward!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0857, "ms": 10236, "ingest": { "rows": 788, "ms": 139, "cached": 788 }, "recalled": 87, "queries": [ "cleaned shoes", "washing shoes", "shoe cleaning", "sneakers clean", "boots clean", "shoes last month" ], "blockRows": 52, "blockChars": 36345, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:39:52.911Z" } } }, { "id": "gpt4_0b2f1d21", "type": "temporal-reasoning", "question": "Which event happened first, the purchase of the coffee maker or the malfunction of the stand mixer?", "answer": "The malfunction of the stand mixer", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the stand mixer malfunction happened first.\n\nHere's the timeline:\n\n- **Stand mixer malfunction**: You mentioned in the conversation on 2023-05-25 that you \"had to take mine to a repair shop last month\" — meaning this occurred around late April 2023. The repair took two weeks.\n\n- **Coffee maker purchase**: You bought your coffee maker \"about three weeks ago\" from the conversation on 2023-05-25 — meaning this was purchased around early May 2023.\n\nSo the stand mixer broke down first (late April), and you purchased the new coffee maker about a week or two after getting your mixer back from the repair shop (early May).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0583, "ms": 9299, "ingest": { "rows": 735, "ms": 180, "cached": 735 }, "recalled": 106, "queries": [ "bought coffee maker", "purchased coffee maker", "coffee maker order", "stand mixer malfunction", "stand mixer broken", "mixer stopped working" ], "blockRows": 56, "blockChars": 36780, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:54.797Z" } } }, { "id": "f0853d11", "type": "temporal-reasoning", "question": "How many days had passed between the 'Walk for Hunger' event and the 'Coastal Cleanup' event?", "answer": "14 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts:\n\n- **Walk for Hunger 5K walk**: February 21st, 2023\n- **Coastal Cleanup event**: March 7th, 2023\n\nCalculating the difference: March 7th minus February 21st = 14 days\n\n**14 days passed between the Walk for Hunger event and the Coastal Cleanup event.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1224, "ms": 9518, "ingest": { "rows": 757, "ms": 168, "cached": 757 }, "recalled": 101, "queries": [ "Walk for Hunger", "Coastal Cleanup", "when was the Walk for Hunger", "when was the Coastal Cleanup", "date of Walk for Hunger", "date of Coastal Cleanup" ], "blockRows": 47, "blockChars": 36293, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:56.682Z" } } }, { "id": "gpt4_6ed717ea", "type": "temporal-reasoning", "question": "Which item did I purchase first, the dog bed for Max or the training pads for Luna?", "answer": "Training pads for Luna", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you purchased the training pads for Luna first.\n\n**Timeline:**\n- Training pads for Luna: You got a set of 10 eco-friendly training pads from Chewy.com for $25 **about a month ago** (from the conversation dated 2023-05-29, this would be around late April 2023).\n- Dog bed for Max: You got the Orthopedic Memory Foam dog bed from Petco **about three weeks ago** (from the conversation dated 2023-05-29, this would be around early May 2023).\n\nSince \"about a month ago\" comes before \"about three weeks ago,\" the training pads for Luna were purchased first.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0825, "ms": 15081, "ingest": { "rows": 739, "ms": 363, "cached": 739 }, "recalled": 92, "queries": [ "dog bed Max", "training pads Luna", "bought dog bed", "purchased training pads", "Max bed", "Luna pads" ], "blockRows": 48, "blockChars": 36140, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:39:58.606Z" } } }, { "id": "gpt4_70e84552", "type": "temporal-reasoning", "question": "Which task did I complete first, fixing the fence or trimming the goats' hooves?", "answer": "Fixing the fence", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you trimmed the goats' hooves first.\n\nHere's the timeline:\n- **Fence fixed**: three weeks ago (mentioned on 2023-05-25: \"I just fixed that broken fence on the east side of my property three weeks ago\")\n- **Hooves trimmed**: two weeks ago (mentioned on 2023-05-25: \"I did it two weeks ago\" regarding goat hoof trimming)\n\nSince two weeks ago is more recent than three weeks ago, the fence repair happened before the hoof trimming.\n\n**You fixed the fence first, approximately one week before you trimmed the goats' hooves.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0227, "ms": 16444, "ingest": { "rows": 714, "ms": 127, "cached": 714 }, "recalled": 96, "queries": [ "fixed the fence", "fixing the fence", "trimmed the goats' hooves", "trimming the goats' hooves", "goat hooves", "fence repair" ], "blockRows": 50, "blockChars": 36547, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:00.548Z" } } }, { "id": "a3838d2b", "type": "temporal-reasoning", "question": "How many charity events did I participate in before the 'Run for the Cure' event?", "answer": "4", "abstain": false, "mem": "on", "response": "Looking through the memory excerpts, I need to identify charity events you participated in before the \"Run for the Cure\" event on October 15th, 2023.\n\nHere are the events mentioned chronologically before October 15th:\n\n1. **\"Food for Thought\" charity gala** - September 25th, 2023 (volunteered)\n2. **\"Walk for Wildlife\" event** - June, 2023 (volunteered)\n3. **\"Dance for a Cause\" event** - May 1st, 2023 (participated/danced for 6 hours)\n4. **Charity golf tournament** - July 17th, 2023 (attended)\n\nBefore the \"Run for the Cure\" event on October 15th, you participated in at least **4 charity events**: the \"Dance for a Cause\" (May 1st), the Walk for Wildlife (June), the charity golf tournament (July 17th), and the \"Food for Thought\" charity gala (September 25th).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0185, "ms": 13251, "ingest": { "rows": 723, "ms": 110, "cached": 723 }, "recalled": 104, "queries": [ "Run for the Cure", "charity event", "fundraiser", "volunteered", "donated", "benefit" ], "blockRows": 49, "blockChars": 36185, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:02.563Z" } } }, { "id": "gpt4_93159ced", "type": "temporal-reasoning", "question": "How long have I been working before I started my current job at NovaTech?", "answer": "4 years and 9 months", "abstain": false, "mem": "on", "response": "Based on the memory, you've been working at NovaTech for about 4 years and 3 months. However, the excerpts don't contain information about how long you worked before joining NovaTech or what your previous positions were.\n\nWhat I can tell you is: **You've been at NovaTech for approximately 4 years and 3 months, but your total work experience before that is not documented in our conversations.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1111, "ms": 7798, "ingest": { "rows": 708, "ms": 139, "cached": 708 }, "recalled": 168, "queries": [ "NovaTech start date", "previous job", "employment history", "first job", "work experience", "career timeline" ], "blockRows": 53, "blockChars": 37015, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:04.587Z" } } }, { "id": "gpt4_2d58bcd6", "type": "temporal-reasoning", "question": "Which book did I finish reading first, 'The Hate U Give' or 'The Nightingale'?", "answer": "'The Hate U Give'", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can trace your reading timeline:\n\nIn one conversation on 2023-05-30, you mentioned you \"had to rush to finish\" **\"The Hate U Give\"** by Angie Thomas \"for my book club meeting two weeks ago\" — meaning you finished it about two weeks before 2023-05-30, so around **mid-May 2023**.\n\nIn another conversation on the same date (2023-05-30), you stated: \"I actually finished reading three fiction novels last weekend - 'The Seven Husbands of Evelyn Hugo', 'The Silent Patient', and **'The Nightingale'**.\" This means you finished **\"The Nightingale\"** last weekend relative to 2023-05-30, so around **late May 2023** (approximately 2023-05-27 or 2023-05-28).\n\n**You finished \"The Hate U Give\" first** — around mid-May 2023, about 1-2 weeks before you finished \"The Nightingale\" at the end of that same month.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0441, "ms": 15007, "ingest": { "rows": 725, "ms": 105, "cached": 725 }, "recalled": 102, "queries": [ "finished reading The Hate U Give", "finished reading The Nightingale", "read The Hate U Give", "read The Nightingale", "completed The Hate U Give", "completed The Nightingale" ], "blockRows": 49, "blockChars": 36692, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:06.786Z" } } }, { "id": "gpt4_65aabe59", "type": "temporal-reasoning", "question": "Which device did I set up first, the smart thermostat or the mesh network system?", "answer": "Smart thermostat", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you set up the **mesh network system first**.\n\nIn your conversation on 2023-05-25, you mentioned: \"I recently upgraded my home Wi-Fi router to a new mesh network system, which has significantly improved my internet connection.\"\n\nThen, in a later part of the same conversation, you stated: \"since I set up my smart thermostat a month ago, I've noticed that it's being helpful in reducing my energy bills.\"\n\nSince you set up the smart thermostat \"a month ago\" (which would be around late April 2023), and you were already describing the mesh network system as something you had \"recently upgraded\" to in the current conversation (2023-05-25), the mesh network system was set up first.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0345, "ms": 10644, "ingest": { "rows": 707, "ms": 111, "cached": 707 }, "recalled": 120, "queries": [ "set up smart thermostat", "installed smart thermostat", "set up mesh network", "installed mesh network", "mesh system setup", "thermostat installation" ], "blockRows": 46, "blockChars": 36399, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:08.801Z" } } }, { "id": "982b5123", "type": "temporal-reasoning", "question": "How many months ago did I book the Airbnb in San Francisco?", "answer": "Five months ago", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you stayed in Haight-Ashbury for your best friend's wedding and had to book three months in advance.\n\nSince your wedding trip to San Francisco was exactly two months ago (from today, 2023-05-21), that means you booked the Airbnb approximately **5 months ago** (2 months ago + 3 months in advance = 5 months before today).\n\nThe Airbnb was booked around mid-December 2022 for your early March 2023 wedding trip.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0519, "ms": 12273, "ingest": { "rows": 741, "ms": 140, "cached": 741 }, "recalled": 83, "queries": [ "Airbnb San Francisco", "booked Airbnb SF", "San Francisco reservation", "Airbnb confirmation", "stay in San Francisco", "SF rental" ], "blockRows": 51, "blockChars": 36266, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:10.757Z" } } }, { "id": "b9cfe692", "type": "temporal-reasoning", "question": "How long did I take to finish 'The Seven Husbands of Evelyn Hugo' and 'The Nightingale' combined?", "answer": "5.5 weeks", "abstain": false, "mem": "on", "response": "Based on the MEMORY excerpts, here's what I found:\n\n- **\"The Seven Husbands of Evelyn Hugo\"**: took you **two and a half weeks** to finish\n- **\"The Nightingale\"**: took you **three weeks** to finish\n\n**Combined time: 5 and a half weeks** (or about 38-39 days)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.093, "ms": 14281, "ingest": { "rows": 738, "ms": 82, "cached": 738 }, "recalled": 98, "queries": [ "\"The Seven Husbands of Evelyn Hugo\" finished", "\"The Seven Husbands of Evelyn Hugo\" started", "\"The Nightingale\" finished", "\"The Nightingale\" started", "finished reading Evelyn Hugo", "finished reading The Nightingale" ], "blockRows": 50, "blockChars": 36712, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:12.791Z" } } }, { "id": "gpt4_4edbafa2", "type": "temporal-reasoning", "question": "What was the date on which I attended the first BBQ event in June?", "answer": "June 3rd", "abstain": false, "mem": "on", "response": "According to the memory, you attended a backyard BBQ party at your colleague's house on **June 3rd**.\n\nThis was mentioned in a conversation where you said: \"I attended a backyard BBQ party at my colleague's house on the 3rd of June, and they had an amazing selection of BBQ sauces.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0833, "ms": 9063, "ingest": { "rows": 718, "ms": 120, "cached": 718 }, "recalled": 64, "queries": [ "BBQ June", "barbecue June", "went to a BBQ in June", "first BBQ June", "June cookout", "June grill" ], "blockRows": 50, "blockChars": 36140, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:14.896Z" } } }, { "id": "c8090214", "type": "temporal-reasoning", "question": "How many days before I bought the iPhone 13 Pro did I attend the Holiday Market?", "answer": "7 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you attended the annual Holiday Market at the local mall a week before Black Friday.\n\nBlack Friday 2023 was on November 24th, so a week before that would be approximately November 17th, 2023.\n\nYou bought your iPhone 13 Pro at Best Buy on Black Friday, which was November 24th, 2023.\n\nThe time between these two events: November 24th minus November 17th = **7 days**.\n\nYou attended the Holiday Market **7 days before** you bought the iPhone 13 Pro.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0714, "ms": 9234, "ingest": { "rows": 711, "ms": 131, "cached": 711 }, "recalled": 121, "queries": [ "iPhone 13 Pro", "bought iPhone", "Holiday Market", "attended Holiday Market", "purchased phone", "visited market" ], "blockRows": 49, "blockChars": 36331, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:16.847Z" } } }, { "id": "gpt4_483dd43c", "type": "temporal-reasoning", "question": "Which show did I start watching first, 'The Crown' or 'Game of Thrones'?", "answer": "'Game of Thrones'", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you started watching **'Game of Thrones'** first.\n\nIn one conversation, you mentioned: \"I've been meaning to check out 'Game of Thrones' for a while, and I finally started it about a month ago. I've finished the first four seasons so far, and I'm really enjoying it.\"\n\nIn a separate conversation, you said: \"I just finished binge-watching the third season of 'The Crown' on Netflix, and I'm looking for some new shows to watch. I started it on a Sunday afternoon and finished the entire season in just 14 days.\"\n\nSince both conversations occurred on 2023-05-29 (today), and you mentioned starting Game of Thrones \"about a month ago\" (roughly mid-April), while The Crown was a recent binge you just completed, **Game of Thrones was the show you started first**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0458, "ms": 11377, "ingest": { "rows": 761, "ms": 163, "cached": 761 }, "recalled": 89, "queries": [ "started watching The Crown", "started watching Game of Thrones", "watched The Crown", "watched Game of Thrones", "first episode of The Crown", "first episode of Game of Thrones" ], "blockRows": 51, "blockChars": 36769, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:18.739Z" } } }, { "id": "e4e14d04", "type": "temporal-reasoning", "question": "How long had I been a member of 'Book Lovers Unite' when I attended the meetup?", "answer": "Two weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can see that you attended a meetup organized by \"Book Lovers Unite\" last week (relative to 2023-05-28, today's date).\n\nHowever, the excerpts do not contain information about when you first joined \"Book Lovers Unite.\" One excerpt mentions you \"recently joined a Facebook group called 'Book Lovers Unite' three weeks ago,\" but this appears to be from a different conversation context and may refer to a Facebook group rather than the meetup organization.\n\nThe excerpts do not clearly state how long you had been a member of the meetup organization before attending the event.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0215, "ms": 12035, "ingest": { "rows": 723, "ms": 149, "cached": 723 }, "recalled": 50, "queries": [ "Book Lovers Unite membership date", "joined Book Lovers Unite", "Book Lovers Unite meetup", "attended Book Lovers Unite event", "when did I join Book Lovers Unite", "Book Lovers Unite meeting date" ], "blockRows": 53, "blockChars": 36582, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:20.734Z" } } }, { "id": "c9f37c46", "type": "temporal-reasoning", "question": "How long had I been watching stand-up comedy specials regularly when I attended the open mic night at the local comedy club?", "answer": "2 months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you started watching stand-up comedy regularly about 3 months ago after watching a John Mulaney Netflix special. You then attended an open mic night at a local comedy club last month.\n\nSo you had been watching stand-up comedy specials regularly for approximately **2 months** before you attended the open mic night (3 months of regular watching minus 1 month ago when you attended the open mic).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.058, "ms": 9923, "ingest": { "rows": 758, "ms": 145, "cached": 758 }, "recalled": 119, "queries": [ "stand-up comedy specials", "watching comedy regularly", "open mic night", "local comedy club", "first time at open mic", "started watching comedy" ], "blockRows": 54, "blockChars": 36658, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:22.710Z" } } }, { "id": "gpt4_2c50253f", "type": "temporal-reasoning", "question": "What time do I wake up on Tuesdays and Thursdays?", "answer": "6:45 AM", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you wake up 15 minutes earlier on Tuesdays and Thursdays compared to your usual wake-up time. However, the excerpts don't specify your exact wake-up time on those days.\n\nWhat I know from the conversations is:\n\n- You've recently started waking up at 7:00 AM (mentioned as \"a big improvement from my usual 8:30 AM wake-up call\")\n- On Tuesdays and Thursdays, you wake up 15 minutes earlier to meditate and practice yoga poses\n\nIf your current wake-up time is 7:00 AM, then on Tuesdays and Thursdays you would be waking up at **6:45 AM**. However, if you're still using your previous 8:30 AM wake-up time, it would be 8:15 AM on those days.\n\nThe excerpts don't clarify which wake-up time (7:00 AM or 8:30 AM) applies to your Tuesday and Thursday routine, so I cannot state your exact wake-up time with certainty.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.037, "ms": 18281, "ingest": { "rows": 826, "ms": 87, "cached": 826 }, "recalled": 74, "queries": [ "Tuesday wake up time", "Thursday wake up time", "Tuesday morning routine", "Thursday morning routine", "when do I wake up on Tuesdays", "when do I wake up on Thursdays" ], "blockRows": 67, "blockChars": 36809, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:24.652Z" } } }, { "id": "dcfa8644", "type": "temporal-reasoning", "question": "How many days had passed since I bought my Adidas running shoes when I realized one of the shoelaces on my old Converse sneakers had broken?", "answer": "14 days. 15 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Looking at the memory excerpts:\n\n- You bought your Adidas running shoes on **January 10th** (from conversation session answer_5e3eeb12_1)\n- You realized one of the shoelaces on your old Converse sneakers had broken on **January 24th** (from conversation session answer_5e3eeb12_2)\n\nJanuary 10th to January 24th = **14 days** had passed between these two events.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0635, "ms": 17372, "ingest": { "rows": 717, "ms": 113, "cached": 717 }, "recalled": 75, "queries": [ "bought Adidas running shoes", "Adidas shoes purchase date", "Converse shoelace broken", "broke Converse lace", "bought new running shoes", "Converse sneakers broken" ], "blockRows": 51, "blockChars": 36380, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:26.732Z" } } }, { "id": "gpt4_b4a80587", "type": "temporal-reasoning", "question": "Which event happened first, the road trip to the coast or the arrival of the new prime lens?", "answer": "The arrival of the new prime lens", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the new 50mm f/1.8 prime lens arrived first.\n\nHere's the timeline:\n\n1. **Got the 50mm f/1.8 lens**: You mentioned \"I recently got a new 50mm f/1.8 prime lens that I'm still getting used to\" in one conversation.\n\n2. **Road trip to the coast**: Later, you said \"I took it with me on the coastal trip and got some great portraits of my friends,\" referring to taking the lens on the coastal trip.\n\nYou also mentioned the coastal trip spanned three days of driving along the coastal highway, and this happened after you had already acquired and been experimenting with the 50mm lens for some time.\n\nAdditionally, one conversation mentions you took photos at a nearby park \"last Sunday\" experimenting with apertures and shutter speeds, and you noted \"the coastal shots from the week before that are more striking,\" suggesting the coastal trip occurred before the park visit.\n\n**The sequence was: Got the 50mm lens → Coastal road trip (using the new lens) → Park visit (experimenting with the lens)**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0488, "ms": 12424, "ingest": { "rows": 787, "ms": 85, "cached": 787 }, "recalled": 117, "queries": [ "road trip coast", "drove to the coast", "new prime lens", "lens arrived", "bought a prime lens", "got the new lens" ], "blockRows": 48, "blockChars": 36722, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:28.643Z" } } }, { "id": "gpt4_9a159967", "type": "temporal-reasoning", "question": "Which airline did I fly with the most in March and April?", "answer": "United Airlines", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can identify the following flights you took in March and April:\n\n**March:**\n- United Airlines: Chicago trip on March 10th-12th (two flights each way = 4 flights)\n- Southwest Airlines: Las Vegas trip March 15th-18th (direct flight mentioned)\n\n**April:**\n- American Airlines: Hawaii vacation April 20th-27th (you mentioned taking \"at least 10 Uber rides\" during this week-long trip, and you \"flew with American Airlines from our hometown to Honolulu, and then took a connecting flight to Maui\")\n\n**Summary:**\n- American Airlines: at least 10+ flights (Hawaii trip, week-long vacation)\n- United Airlines: 4 flights (Chicago business trip)\n- Southwest Airlines: at least 1-2 flights (Las Vegas trip)\n\n**American Airlines was the airline you flew with the most in March and April**, based on your week-long Hawaii vacation from April 20-27 with multiple flights including the domestic flight to Honolulu and a connecting flight to Maui.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0272, "ms": 11027, "ingest": { "rows": 743, "ms": 112, "cached": 743 }, "recalled": 73, "queries": [ "flights March", "flights April", "airline March", "airline April", "booked flight March", "booked flight April" ], "blockRows": 46, "blockChars": 36329, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:30.617Z" } } }, { "id": "cc6d1ec1", "type": "temporal-reasoning", "question": "How long had I been bird watching when I attended the bird watching workshop?", "answer": "Two months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you had been bird watching for about three months when you attended the bird watching workshop at the local Audubon society a month ago.\n\nThis is stated in one conversation where you said: \"I've been getting into bird watching for about three months now, and it's been really fascinating so far.\" And in another conversation, you mentioned: \"I recently attended a bird watching workshop at the local Audubon society a month ago.\"\n\nSo the timeline is: you started bird watching approximately 4 months ago (3 months + 1 month ago = about 4 months total), and you attended the workshop about 1 month ago when you had already been doing it for about 3 months.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0177, "ms": 18292, "ingest": { "rows": 705, "ms": 138, "cached": 705 }, "recalled": 84, "queries": [ "bird watching workshop", "started bird watching", "first time bird watching", "how long I've been bird watching", "birding hobby start date", "when did I start birding" ], "blockRows": 48, "blockChars": 36461, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:33.024Z" } } }, { "id": "gpt4_8c8961ae", "type": "temporal-reasoning", "question": "Which trip did I take first, the one to Europe with family or the solo trip to Thailand?", "answer": "The solo trip to Thailand", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you took the trip to Europe with your family first, and then the solo trip to Thailand afterward.\n\nIn one conversation, you mentioned: \"just last month, I went on a two-week trip to Europe with my parents and younger brother\" (from conversation on 2023-05-28). Later in that same conversation, you referred to your solo travel experience by saying \"I went to Thailand last year and had complete freedom to do whatever I wanted.\"\n\nSince \"last year\" from today's date (2023-05-28) would be 2022, and \"just last month\" would be April 2023, your Thailand trip occurred first (in 2022), followed by your Europe trip with family (in April 2023).\n\n**The solo trip to Thailand was first (2022), followed by the family trip to Europe (April 2023).**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0597, "ms": 9619, "ingest": { "rows": 740, "ms": 140, "cached": 740 }, "recalled": 92, "queries": [ "Europe family trip", "solo trip Thailand", "trip to Europe", "Thailand trip", "visited Europe", "visited Thailand" ], "blockRows": 44, "blockChars": 36094, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:35.050Z" } } }, { "id": "gpt4_d9af6064", "type": "temporal-reasoning", "question": "Which device did I set up first, the smart thermostat or the new router?", "answer": "new router", "abstain": false, "mem": "on", "response": "Based on the memory from our conversations, you set up the **smart thermostat first**.\n\nHere are the dates:\n- **Smart thermostat**: Set up on **2/10** (February 10th)\n- **New router**: Got on **January 15th**\n\nWait, let me correct that. Looking at the dates more carefully:\n- **New router**: January 15th\n- **Smart thermostat**: February 10th\n\nYou got the **new router first on January 15th**, and then set up the **smart thermostat on February 10th**, after procrastinating for weeks.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0563, "ms": 9581, "ingest": { "rows": 772, "ms": 149, "cached": 772 }, "recalled": 104, "queries": [ "set up smart thermostat", "installed smart thermostat", "set up new router", "installed new router", "router setup date", "thermostat setup date" ], "blockRows": 46, "blockChars": 36008, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:37.042Z" } } }, { "id": "gpt4_7de946e7", "type": "temporal-reasoning", "question": "Which health issue did I deal with first, the persistent cough or the skin tag removal?", "answer": "Persistent cough", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you dealt with the **skin tag removal first**.\n\nHere's the timeline:\n- **Skin tag removal**: February 22nd\n- **Persistent cough**: Started about 3 weeks before your visit to Dr. Smith on February 10th\n\nWait, let me reconsider — your visit to Dr. Smith on February 10th was for the persistent cough, which then led to your bronchitis diagnosis. So actually, the **persistent cough came first** (you visited Dr. Smith on February 10th), followed by the **skin tag removal on February 22nd**.\n\nThe cough was the first health issue you addressed, occurring about 12 days before your skin tag removal procedure.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0412, "ms": 8905, "ingest": { "rows": 773, "ms": 163, "cached": 773 }, "recalled": 130, "queries": [ "persistent cough", "coughing", "skin tag removal", "skin tag", "dermatologist", "doctor visit" ], "blockRows": 48, "blockChars": 36690, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:38.975Z" } } }, { "id": "d01c6aa8", "type": "temporal-reasoning", "question": "How old was I when I moved to the United States?", "answer": "27", "abstain": false, "mem": "on", "response": "The excerpts do not contain information about your age when you moved to the United States.\n\nHowever, I can tell you that you've been living in the United States for the past five years on a work visa, as you mentioned in a conversation on 2023-05-27. But your age at the time of moving is not specified in our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0345, "ms": 9294, "ingest": { "rows": 698, "ms": 127, "cached": 698 }, "recalled": 112, "queries": [ "moved to United States", "moved to USA", "immigration date", "when did I move to America", "my age when I moved", "birth date" ], "blockRows": 54, "blockChars": 36525, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-03T05:40:40.894Z" } } }, { "id": "993da5e2", "type": "temporal-reasoning", "question": "How long had I been using the new area rug when I rearranged my living room furniture?", "answer": "One week. Answers ranging from 7 days to 10 days are also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you got a new area rug for your living room a month ago (mentioned in the conversation on 2023-05-26), and you rearranged your furniture three weeks ago (also mentioned on 2023-05-26).\n\nSince you rearranged your furniture three weeks ago and had already had the rug for a month, you had been using the new area rug for approximately **one week before rearranging your furniture** (one month minus three weeks = one week).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0698, "ms": 10800, "ingest": { "rows": 736, "ms": 59, "cached": 736 }, "recalled": 107, "queries": [ "new area rug", "bought rug", "living room furniture", "rearranged living room", "moved the couch", "furniture layout" ], "blockRows": 49, "blockChars": 36686, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:42.804Z" } } }, { "id": "a3045048", "type": "temporal-reasoning", "question": "How many days before my best friend's birthday party did I order her gift?", "answer": "7 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find information about your best friend's birthday gift:\n\nYou ordered a personalized photo album from Shutterfly on **April 15th**, and it arrived on **April 20th**, just in time for her **birthday party on April 22nd**.\n\nSo you ordered the gift **7 days before** her birthday party (April 15th to April 22nd).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0606, "ms": 10377, "ingest": { "rows": 831, "ms": 202, "cached": 831 }, "recalled": 102, "queries": [ "best friend birthday party date", "ordered gift for best friend", "birthday gift order date", "best friend birthday", "when did I buy the gift", "party date" ], "blockRows": 60, "blockChars": 36741, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:44.806Z" } } }, { "id": "gpt4_d31cdae3", "type": "temporal-reasoning", "question": "Which trip did the narrator take first, the solo trip to Europe or the family road trip across the American Southwest?", "answer": "The family road trip across the American Southwest", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the family road trip across the American Southwest was taken first.\n\nThe user states in the conversation on 2023-05-22: \"I've been to the Grand Canyon before with my family on a road trip across the American Southwest a few years ago, but I'm looking to explore more of the state on my own this time.\"\n\nThe phrase \"a few years ago\" indicates this family trip happened in the past, before the current trip being planned to Arizona. The user is now planning a solo trip to Arizona to explore more of the state.\n\nThere is also mention of \"my trip to Europe last month\" in a different conversation on 2023-05-22, but the American Southwest trip is explicitly stated as occurring \"a few years ago,\" making it the earlier of the two trips.\n\n**The family road trip across the American Southwest occurred first (a few years ago), followed by the trip to Europe (last month).**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0828, "ms": 14377, "ingest": { "rows": 743, "ms": 96, "cached": 743 }, "recalled": 115, "queries": [ "solo trip to Europe", "family road trip American Southwest", "went to Europe", "drove through Southwest", "first trip", "travel history" ], "blockRows": 49, "blockChars": 36385, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:46.840Z" } } }, { "id": "gpt4_cd90e484", "type": "temporal-reasoning", "question": "How long did I use my new binoculars before I saw the American goldfinches returning to the area?", "answer": "Two weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you got your new binoculars exactly three weeks ago (from today, 2023-05-20, that would be around 2023-04-29). You then saw the American goldfinches returning to the area about a week ago (around 2023-05-13).\n\nSo you used your new binoculars for approximately **two weeks** before you saw the American goldfinches returning to the area.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0667, "ms": 17330, "ingest": { "rows": 752, "ms": 136, "cached": 752 }, "recalled": 138, "queries": [ "when did I get new binoculars", "bought binoculars", "saw American goldfinches", "goldfinches returning", "first time seeing goldfinches with binoculars", "date I got binoculars" ], "blockRows": 45, "blockChars": 36429, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:48.804Z" } } }, { "id": "gpt4_88806d6e", "type": "temporal-reasoning", "question": "Who did I meet first, Mark and Sarah or Tom?", "answer": "Tom", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you met Tom first.\n\nHere's the timeline:\n\n- **Tom**: You met him at a charity event \"a few months ago\" (mentioned in the conversation on 2023-05-28)\n- **Mark and Sarah**: You met them on \"a beach trip about a month ago\" (mentioned in the conversation on 2023-05-28)\n\nSince a few months ago comes before about a month ago, you met Tom before Mark and Sarah.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0313, "ms": 9452, "ingest": { "rows": 764, "ms": 92, "cached": 764 }, "recalled": 76, "queries": [ "met Mark", "met Sarah", "met Tom", "meeting Mark", "meeting Sarah", "meeting Tom" ], "blockRows": 52, "blockChars": 36820, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:50.764Z" } } }, { "id": "gpt4_4cd9eba1", "type": "temporal-reasoning", "question": "How many weeks have I been accepted into the exchange program when I started attending the pre-departure orientation sessions?", "answer": "one week", "abstain": false, "mem": "on", "response": "Based on the memory excerpts:\n\n- You were accepted to the UC Berkeley exchange program on **March 20th**\n- You started attending pre-departure orientation sessions on **March 27th** (every Friday since that date)\n\nFrom March 20th to March 27th = **1 week**\n\nSo you had been accepted for approximately **1 week** when you started attending the pre-departure orientation sessions.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0351, "ms": 16467, "ingest": { "rows": 756, "ms": 145, "cached": 756 }, "recalled": 117, "queries": [ "exchange program acceptance date", "accepted into exchange program", "pre-departure orientation start date", "started attending orientation", "orientation session date", "when did I start orientation" ], "blockRows": 49, "blockChars": 36736, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:52.731Z" } } }, { "id": "gpt4_93f6379c", "type": "temporal-reasoning", "question": "Which group did I join first, 'Page Turners' or 'Marketing Professionals'?", "answer": "Page Turners", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you joined the **\"Page Turners\"** book club group first.\n\nHere's the timeline:\n- **\"Page Turners\"** book club: You joined last week (mentioned on 2023-05-25 as \"I just joined a new book club group called 'Page Turners' last week\")\n- **\"Marketing Professionals\"** on LinkedIn: You joined this group yesterday (mentioned on 2023-05-25 as \"I joined it yesterday\")\n\nSince today is 2023-05-25, \"last week\" means you joined Page Turners approximately 7 days ago, while you joined Marketing Professionals just 1 day ago.\n\n**Answer: You joined \"Page Turners\" first.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0426, "ms": 17486, "ingest": { "rows": 717, "ms": 141, "cached": 717 }, "recalled": 99, "queries": [ "joined Page Turners", "joined Marketing Professionals", "Page Turners group", "Marketing Professionals group", "when did I join Page Turners", "when did I join Marketing Professionals" ], "blockRows": 46, "blockChars": 36375, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:40:54.643Z" } } }, { "id": "b29f3365", "type": "temporal-reasoning", "question": "How long had I been taking guitar lessons when I bought the new guitar amp?", "answer": "Four weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you had been taking guitar lessons with your instructor Alex for **six weeks** when you bought the new guitar amp two weeks ago.\n\nHere's the timeline:\n- You've been taking weekly guitar lessons with Alex for six weeks (mentioned in conversation on 2023-05-25)\n- You bought the new guitar amp two weeks ago (mentioned in the same conversation on 2023-05-25)\n\nSo when you purchased the amp, you were about **4 weeks into your lessons with Alex** (6 weeks total - 2 weeks ago = 4 weeks at the time of purchase).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0215, "ms": 11425, "ingest": { "rows": 759, "ms": 124, "cached": 759 }, "recalled": 117, "queries": [ "guitar lessons", "started guitar lessons", "bought guitar amp", "new amp", "guitar teacher", "guitar practice" ], "blockRows": 50, "blockChars": 36329, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:40:56.624Z" } } }, { "id": "gpt4_2f56ae70", "type": "temporal-reasoning", "question": "Which streaming service did I start using most recently?", "answer": "Disney+", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you started using **Apple TV+** most recently. \n\nIn a conversation from 2023-05-26, you mentioned: \"I've also been using Apple TV+ for a few months now, and I just finished watching 'For All Mankind', which was great.\"\n\nSince today is 2023-05-26, this indicates Apple TV+ is your most recent streaming service addition compared to Netflix, Hulu, and Amazon Prime Video, which you mentioned using for the past 6 months.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 11649, "ingest": { "rows": 709, "ms": 68, "cached": 709 }, "recalled": 142, "queries": [ "started using streaming service", "signed up for streaming", "new subscription", "Netflix", "Hulu", "Disney+" ], "blockRows": 65, "blockChars": 37146, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:40:58.542Z" } } }, { "id": "6613b389", "type": "temporal-reasoning", "question": "How many months before my anniversary did Rachel get engaged?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, Rachel got engaged on May 15th, 2023, and your anniversary is on July 22nd, 2023.\n\nFrom May 15th to July 22nd is approximately 2 months and 1 week.\n\nSo Rachel got engaged about 2 months before your anniversary.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0465, "ms": 12609, "ingest": { "rows": 726, "ms": 91, "cached": 726 }, "recalled": 102, "queries": [ "Rachel engaged", "Rachel engagement date", "anniversary date", "when did Rachel get engaged", "my anniversary", "Rachel proposal" ], "blockRows": 53, "blockChars": 36502, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:41:00.550Z" } } }, { "id": "gpt4_78cf46a3", "type": "temporal-reasoning", "question": "Which event happened first, the narrator losing their phone charger or the narrator receiving their new phone case?", "answer": "Receiving the new phone case", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the narrator received their new phone case first, and then lost their phone charger later.\n\nHere's the timeline:\n\n1. **New phone case received**: In the conversation on 2023-05-26 (session answer_5a78688d_1), the user states \"I just got my new phone case about a month ago\" — which means they received it around late April 2023.\n\n2. **Phone charger lost**: In the conversation on 2023-05-26 (session answer_5a78688d_2), the user states \"I lost my old one at the gym about two weeks ago\" — which means they lost it around early May 2023 (about 2 weeks before May 26).\n\nSo the new phone case arrived first (about a month before May 26), followed by losing the charger at the gym (about 2 weeks before May 26).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0476, "ms": 10005, "ingest": { "rows": 759, "ms": 148, "cached": 759 }, "recalled": 95, "queries": [ "lost phone charger", "missing charger", "new phone case", "received phone case", "bought phone case", "where is my charger" ], "blockRows": 55, "blockChars": 36769, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:02.456Z" } } }, { "id": "gpt4_0a05b494", "type": "temporal-reasoning", "question": "Who did I meet first, the woman selling jam at the farmer's market or the tourist from Australia?", "answer": "the woman selling jam at the farmer's market", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you met the tourist from Australia first.\n\nHere's the timeline:\n\n1. **Tourist from Australia**: You met him last Thursday (which would be 2023-05-18, since today is 2023-05-23) on the subway when you were on your way to work. He was lost and you helped him navigate the subway map. He sent you a photo of the Sydney Opera House the next day (Friday, 2023-05-19).\n\n2. **Jam maker at the farmer's market**: You met him two weeks ago on a Saturday morning. Two weeks before 2023-05-23 would be around 2023-05-09.\n\nSo the jam maker was actually first (around May 9), followed by the Australian tourist (May 18).\n\nI apologize for the confusion in my initial reading—the jam maker at the farmer's market was whom you met first.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.073, "ms": 14266, "ingest": { "rows": 748, "ms": 141, "cached": 748 }, "recalled": 117, "queries": [ "farmer's market jam", "woman selling jam", "tourist from Australia", "met Australian tourist", "visited farmer's market", "met woman at market" ], "blockRows": 51, "blockChars": 36598, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:04.483Z" } } }, { "id": "gpt4_1a1dc16d", "type": "temporal-reasoning", "question": "Which event happened first, the meeting with Rachel or the pride parade?", "answer": "The meeting with Rachel", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the pride parade happened first.\n\n- The pride parade occurred on **May 1st** (mentioned in conversation session answer_faad7d7a_2)\n- The meeting with Rachel happened on **April 10th** (mentioned in conversation session answer_faad7d7a_1)\n\nApril 10th comes before May 1st, so the meeting with Rachel on April 10th actually happened first, not the pride parade.\n\nLet me correct that: **The meeting with Rachel on April 10th happened first, followed by the pride parade on May 1st** (about 3 weeks later).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.075, "ms": 8325, "ingest": { "rows": 722, "ms": 154, "cached": 722 }, "recalled": 126, "queries": [ "meeting with Rachel", "met Rachel", "pride parade", "went to pride", "Rachel", "Pride" ], "blockRows": 53, "blockChars": 36818, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:06.361Z" } } }, { "id": "gpt4_2f584639", "type": "temporal-reasoning", "question": "Which gift did I buy first, the necklace for my sister or the photo album for my mom?", "answer": "the photo album for my mom", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you bought the necklace for your sister first.\n\nHere's the timeline:\n- You got the necklace from Tiffany's **last weekend** (which would be around 2023-05-20 to 2023-05-21, before today's date of 2023-05-30)\n- You ordered the customized photo album from Shutterfly **two weeks ago** (which would be around 2023-05-16, also before today)\n\nHowever, looking more carefully at the dates: \"two weeks ago\" from 2023-05-30 would be approximately 2023-05-16, while \"last weekend\" from the context of conversations happening on 2023-05-30 would be around 2023-05-20-2023-05-21.\n\nThis means you actually ordered the photo album first (around May 16), and then got the necklace from Tiffany's last weekend (around May 20-21).\n\n**The photo album for your mom was purchased first.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.058, "ms": 17018, "ingest": { "rows": 705, "ms": 92, "cached": 705 }, "recalled": 67, "queries": [ "bought necklace sister", "purchased necklace sister", "bought photo album mom", "purchased photo album mom", "gift for sister", "gift for mom" ], "blockRows": 55, "blockChars": 36530, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:08.313Z" } } }, { "id": "gpt4_213fd887", "type": "temporal-reasoning", "question": "Which event did I participate in first, the volleyball league or the charity 5K run to raise money for a local children's hospital?", "answer": "volleyball league", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you participated in the **charity 5K run first**.\n\nHere's the timeline:\n\n- **Charity 5K run**: You mentioned it was \"about a month ago\" in a conversation dated 2023-05-24. This means it occurred around late April 2023.\n\n- **Volleyball league**: You stated you \"joined a recreational volleyball league with some friends from work for about 2 months now\" in a conversation also dated 2023-05-24. This means you started around late March 2023.\n\nSo the volleyball league came first (approximately late March 2023), followed by the charity 5K run for the local children's hospital (approximately late April 2023).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0412, "ms": 17417, "ingest": { "rows": 694, "ms": 135, "cached": 694 }, "recalled": 99, "queries": [ "volleyball league", "charity 5K run", "children's hospital run", "joined volleyball", "ran 5K", "signed up for volleyball" ], "blockRows": 52, "blockChars": 36610, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:41:10.229Z" } } }, { "id": "gpt4_5438fa52", "type": "temporal-reasoning", "question": "Which event happened first, my attendance at a cultural festival or the start of my Spanish classes?", "answer": "Spanish classes", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I need to clarify the timeline:\n\nIn one conversation (2023-05-27, session answer_b10f3828_1), you mentioned: \"I attended a cultural festival in my hometown yesterday\" — which means you attended it on 2023-05-26.\n\nIn another conversation (2023-05-27, session answer_b10f3828_2), you mentioned: \"I've been taking Spanish classes for the past three months\" — which means you started around late February 2023.\n\n**Your Spanish classes started first** (around late February 2023), followed by your attendance at the cultural festival (2023-05-26).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0449, "ms": 14501, "ingest": { "rows": 749, "ms": 88, "cached": 749 }, "recalled": 125, "queries": [ "cultural festival", "Spanish classes", "went to a cultural festival", "started Spanish classes", "Spanish course", "festival attendance" ], "blockRows": 49, "blockChars": 36405, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:12.190Z" } } }, { "id": "gpt4_c27434e8", "type": "temporal-reasoning", "question": "Which project did I start first, the Ferrari model or the Japanese Zero fighter plane model?", "answer": "Japanese Zero fighter plane model", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you started the **Ferrari 288 GTO model first**.\n\nHere's the timeline:\n- **Ferrari 288 GTO**: You started this model about three weeks ago on a Sunday afternoon (conversation on 2023-05-29). Since today is 2023-05-29, that means you started it around early May 2023.\n- **Japanese Zero fighter plane**: You started this model about a month ago (conversation on 2023-05-29), which would be around late April 2023.\n\nSo the Ferrari 288 GTO was started first, approximately one week before the Japanese Zero fighter plane.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1099, "ms": 15572, "ingest": { "rows": 739, "ms": 80, "cached": 739 }, "recalled": 68, "queries": [ "Ferrari model", "Japanese Zero fighter plane model", "started Ferrari model", "started Zero fighter plane model", "building Ferrari model", "building Zero fighter plane model" ], "blockRows": 44, "blockChars": 36474, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:41:14.203Z" } } }, { "id": "gpt4_fe651585", "type": "temporal-reasoning", "question": "Who became a parent first, Rachel or Alex?", "answer": "Alex", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, **Alex became a parent first**.\n\nHere's the timeline:\n\n- **Alex**: Adopted a baby girl from China in **January 2023** (conversation on 2023-03-17)\n- **Rachel**: Is the sister-in-law caring for twins Jackson and Julia, who were born on **February 12th** (conversation on 2023-03-17)\n\nSince Alex's adoption was completed in January and Rachel's twins were born on February 12th, Alex became a parent first, about 1-2 weeks before Rachel's twins were born.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0253, "ms": 9894, "ingest": { "rows": 717, "ms": 77, "cached": 717 }, "recalled": 91, "queries": [ "Rachel baby", "Rachel child", "Rachel parent", "Alex baby", "Alex child", "Alex parent" ], "blockRows": 52, "blockChars": 36588, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:41:16.151Z" } } }, { "id": "8c18457d", "type": "temporal-reasoning", "question": "How many days had passed between the day I bought a gift for my brother's graduation ceremony and the day I bought a birthday gift for my best friend?", "answer": "7 days. 8 days (including the last day) is also acceptable.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find both dates:\n\n1. **Brother's graduation gift (wireless headphone)**: 3/8 (March 8, 2023)\n2. **Best friend's 30th birthday gift (silver necklace)**: 3/15 (March 15, 2023)\n\nThe time between these two dates:\nMarch 15 - March 8 = **7 days**\n\nSeven days had passed between when you bought the wireless headphone for your brother's graduation and when you bought the silver necklace for your best friend's 30th birthday.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0952, "ms": 12071, "ingest": { "rows": 701, "ms": 147, "cached": 701 }, "recalled": 67, "queries": [ "bought gift brother graduation", "graduation gift", "bought birthday gift best friend", "best friend birthday gift", "gift for brother", "gift for best friend" ], "blockRows": 53, "blockChars": 36579, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:18.191Z" } } }, { "id": "gpt4_70e84552_abs", "type": "temporal-reasoning", "question": "Which task did I complete first, fixing the fence or purchasing three cows from Peter?", "answer": "The information provided is not enough. You mentioned fixing the fence but did not mention purchasing cows from Peter.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I can only find evidence of one task being completed:\n\n**Fixing the fence**: You mentioned that you \"just fixed that broken fence on the east side of my property three weeks ago, where my goats like to graze.\"\n\nHowever, I cannot find any information in the excerpts about purchasing three cows from Peter. The excerpts mention that you were *thinking* of getting a new cow (either a Brown Swiss or Jersey) and that you were considering making the investment soon, but there is no record of you actually having purchased three cows from anyone named Peter.\n\nTherefore, I can only confirm that you fixed the fence three weeks ago (around early May 2023), but I cannot answer which task you completed first since there is no evidence in the memory that you purchased cows from Peter.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 10385, "ingest": { "rows": 775, "ms": 150, "cached": 775 }, "recalled": 96, "queries": [ "fixing the fence", "fixed the fence", "purchasing cows from Peter", "bought cows from Peter", "Peter cows", "fence repair" ], "blockRows": 49, "blockChars": 36374, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:20.049Z" } } }, { "id": "gpt4_93159ced_abs", "type": "temporal-reasoning", "question": "How long have I been working before I started my current job at Google?", "answer": "The information provided is not enough. From the information provided, You haven't started working at Google yet.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I can see that you mentioned being \"a software engineer, specifically a backend developer\" who \"graduated with a degree in Computer Science from the University of California, Berkeley\" and have \"been working at NovaTech for about 4 years and 3 months now.\"\n\nHowever, the excerpts do not contain information about when you started working before NovaTech, or when you started your current job at Google. The only employment information stated is your tenure at NovaTech (4 years and 3 months as of the conversation on 2023-05-30), but there is no mention of Google or your work history prior to NovaTech.\n\nI cannot provide an answer to your question about how long you worked before starting at Google, as this information is not in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15820, "ingest": { "rows": 851, "ms": 149, "cached": 851 }, "recalled": 183, "queries": [ "Google start date", "previous job", "employment history", "first job", "work experience", "career timeline" ], "blockRows": 55, "blockChars": 37301, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:21.921Z" } } }, { "id": "982b5123_abs", "type": "temporal-reasoning", "question": "When did I book the Airbnb in Sacramento?", "answer": "The information provided is not enough. You only mentioned booking Airbnb in San Francisco.", "abstain": true, "mem": "on", "response": "I don't see any information in our past conversations about you booking an Airbnb in Sacramento. The excerpts show that you've discussed Airbnbs in other locations—such as Haight-Ashbury in San Francisco (where you stayed for your best friend's wedding), and Harajuku in Tokyo—but there's no mention of a Sacramento booking.\n\nCould you provide more context about when you booked it, or would you like help with something related to that booking?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 15364, "ingest": { "rows": 759, "ms": 165, "cached": 759 }, "recalled": 123, "queries": [ "Airbnb Sacramento", "booked Sacramento", "Sacramento rental", "Airbnb confirmation Sacramento", "stay in Sacramento", "Sacramento trip booking" ], "blockRows": 58, "blockChars": 36645, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:23.833Z" } } }, { "id": "c8090214_abs", "type": "temporal-reasoning", "question": "How many days before I bought my iPad did I attend the Holiday Market?", "answer": "The information provided is not enough. You mentioned getting the iPhone 13 Pro and attending the market, but you did not mention buying an iPad.", "abstain": true, "mem": "on", "response": "I've scanned through all the conversations in MEMORY, but I cannot find any information about when you bought an iPad. The excerpts mention that you attended the annual Holiday Market at the local mall a week before Black Friday, but there is no reference to an iPad purchase date.\n\nTo answer your question about how many days before the iPad purchase you attended the Holiday Market, I would need the iPad purchase date, which is not in these conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 14708, "ingest": { "rows": 754, "ms": 141, "cached": 754 }, "recalled": 118, "queries": [ "iPad purchase", "bought iPad", "Holiday Market", "attended Holiday Market", "went to Holiday Market", "iPad order" ], "blockRows": 52, "blockChars": 36763, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:25.741Z" } } }, { "id": "gpt4_c27434e8_abs", "type": "temporal-reasoning", "question": "Which project did I start first, the Ferrari model or the Porsche 991 Turbo S model?", "answer": "The information provided is not enough. You did not mention starting the Porsche 991 Turbo S model.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I can only find information about your Ferrari 288 GTO model, which you started about three weeks ago on a Sunday afternoon (from conversation on 2023-05-23).\n\nI do not see any mention of a Porsche 991 Turbo S model in the memory excerpts provided. Therefore, I cannot determine which project you started first, as there is no information about a Porsche project in our past conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9233, "ingest": { "rows": 730, "ms": 82, "cached": 730 }, "recalled": 88, "queries": [ "Ferrari model", "Porsche 991 Turbo S", "started Ferrari", "started Porsche", "building Ferrari", "building Porsche" ], "blockRows": 46, "blockChars": 36654, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:27.750Z" } } }, { "id": "gpt4_fe651585_abs", "type": "temporal-reasoning", "question": "Who became a parent first, Tom or Alex?", "answer": "The information provided is not enough. You mentioned Alex becoming a parent in January, but you didn't mention anything about Tom.", "abstain": true, "mem": "on", "response": "The excerpts do not contain information about Tom or Alex becoming a parent.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 7385, "ingest": { "rows": 739, "ms": 148, "cached": 739 }, "recalled": 99, "queries": [ "Tom baby", "Tom child", "Tom father", "Alex baby", "Alex child", "Alex father" ], "blockRows": 62, "blockChars": 37202, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:29.715Z" } } }, { "id": "6a1eabeb", "type": "knowledge-update", "question": "What was my personal best time in the charity 5K run?", "answer": "25 minutes and 50 seconds (or 25:50)", "abstain": false, "mem": "on", "response": "According to the memory excerpts, your personal best time in the charity 5K run was **27:12**.\n\nThis was mentioned in a conversation on 2023-05-23, where you said: \"I recently set a personal best time in a charity 5K run with a time of 27:12.\"\n\nHowever, I also see in a later conversation on 2023-05-30 that you mentioned a different personal best time of **25:50** for a 5K run. This suggests you may have improved your time between these two conversations, or these could be different 5K runs. The more recent personal best mentioned is 25:50.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.099, "ms": 18940, "ingest": { "rows": 679, "ms": 134, "cached": 679 }, "recalled": 83, "queries": [ "charity 5K run time", "5K personal best", "charity run result", "5K race time", "how did I do in the 5K", "charity run finish time" ], "blockRows": 51, "blockChars": 36510, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:31.657Z" } } }, { "id": "6aeb4375", "type": "knowledge-update", "question": "How many Korean restaurants have I tried in my city?", "answer": "four", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've mentioned trying Korean restaurants on two separate occasions:\n\n1. **Conversation on 2023-08-11**: You mentioned trying \"three different ones recently\" - one with amazing bibimbap, one with really spicy kimchi stew, and one with a unique take on Japchae.\n\n2. **Conversation on 2023-09-30**: You mentioned trying \"four different ones so far.\"\n\nThe most recent statement indicates that you have tried **four Korean restaurants** in your city.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0274, "ms": 10813, "ingest": { "rows": 709, "ms": 63, "cached": 709 }, "recalled": 74, "queries": [ "Korean restaurant", "Korean food", "ate at Korean", "tried Korean", "Korean place", "Korean dinner" ], "blockRows": 59, "blockChars": 36492, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:33.566Z" } } }, { "id": "830ce83f", "type": "knowledge-update", "question": "Where did Rachel move to after her recent relocation?", "answer": "the suburbs", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, Rachel moved to **Chicago**. \n\nThis is mentioned in the conversation on 2023-05-24 (Wed), where you stated: \"She moved to Chicago.\" You were discussing visiting your friend Rachel who had recently moved to a new apartment in the city, and when asked which city, you clarified it was Chicago.\n\nHowever, there's also a later mention on 2023-05-27 (Sat) where you note that \"My friend Rachel actually just moved back to the suburbs again,\" suggesting she may have relocated from Chicago to the suburbs after that initial move. The memory does not specify which suburbs or which city's suburbs you're referring to in that second move.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0183, "ms": 16652, "ingest": { "rows": 751, "ms": 159, "cached": 751 }, "recalled": 97, "queries": [ "Rachel move", "Rachel relocation", "Rachel new city", "Rachel new house", "Rachel moved to", "where did Rachel move" ], "blockRows": 52, "blockChars": 36518, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:35.495Z" } } }, { "id": "852ce960", "type": "knowledge-update", "question": "What was the amount I was pre-approved for when I got my mortgage from Wells Fargo?", "answer": "$400,000", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can see two different pre-approval amounts mentioned:\n\n1. **On 2023-08-11**: You were pre-approved for **$350,000** from Wells Fargo for a $325,000 house purchase.\n\n2. **On 2023-11-30**: You mentioned being pre-approved for **$400,000** from Wells Fargo (though I noted in my response that I don't have access to personal information across conversations).\n\nThe first amount ($350,000) is the one explicitly stated in our earlier conversation where we discussed your closing costs and monthly mortgage payments. The second amount ($400,000) was mentioned later but wasn't confirmed in the memory records from that earlier transaction.\n\n**The amount from your original pre-approval was $350,000.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0342, "ms": 12329, "ingest": { "rows": 694, "ms": 134, "cached": 694 }, "recalled": 98, "queries": [ "Wells Fargo pre-approval amount", "Wells Fargo mortgage pre-approved", "how much was I pre-approved for", "Wells Fargo loan amount", "mortgage pre-approval letter", "Wells Fargo mortgage" ], "blockRows": 53, "blockChars": 36766, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:41:37.473Z" } } }, { "id": "945e3d21", "type": "knowledge-update", "question": "How often do I attend yoga classes to help with my anxiety?", "answer": "Three times a week.", "abstain": false, "mem": "on", "response": "Based on our past conversations, you attend yoga classes **three times a week**.\n\nThis was mentioned on 2023-11-30, when you told me: \"I've also got a meeting on Wednesday from 2-3pm. Oh, and I've noticed that I'm more focused on days when I attend yoga classes, which is three times a week - it really helps me clear my head.\"\n\nYou've consistently noted that yoga is helpful for managing your anxiety and improving your focus, and it's been incorporated into your work schedules as a regular part of your self-care routine.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0612, "ms": 8753, "ingest": { "rows": 736, "ms": 148, "cached": 736 }, "recalled": 104, "queries": [ "yoga classes", "yoga for anxiety", "went to yoga", "yoga schedule", "anxiety relief", "yoga sessions" ], "blockRows": 54, "blockChars": 36443, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:39.294Z" } } }, { "id": "d7c942c3", "type": "knowledge-update", "question": "Is my mom using the same grocery list method as me?", "answer": "Yes.", "abstain": false, "mem": "on", "response": "Based on the memory, yes, your mom is now using the same grocery list app as you.\n\nIn your conversation on 2023-04-30, you said: \"By the way, I was just thinking, my mom is actually using the same grocery list app as me now, so we can easily share lists and keep track of what we need.\"\n\nThis was an update from an earlier conversation on 2023-03-11, where you mentioned you were \"using that new grocery list app to keep track of all the ingredients I need\" and I asked which app you were using. At that time, your mom was still using paper lists, but by late April, she had started using the same app as you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0174, "ms": 17216, "ingest": { "rows": 772, "ms": 144, "cached": 772 }, "recalled": 119, "queries": [ "grocery list method", "how I make my grocery list", "mom's grocery list", "how mom does her grocery list", "grocery list app", "grocery list paper" ], "blockRows": 55, "blockChars": 37011, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:41.120Z" } } }, { "id": "71315a70", "type": "knowledge-update", "question": "How many hours have I spent on my abstract ocean sculpture?", "answer": "10-12 hours", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, you've spent **10-12 hours** on your abstract ocean sculpture.\n\nYou mentioned this on 2023-06-17 (Sat), when you said: \"I've been spending a lot of time on my abstract ocean sculpture lately - I've already put in 10-12 hours, and it's still a work in progress.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1017, "ms": 9892, "ingest": { "rows": 773, "ms": 136, "cached": 773 }, "recalled": 65, "queries": [ "abstract ocean sculpture hours", "sculpture time spent", "working on ocean sculpture", "ocean sculpture progress", "how long did I spend on sculpture", "sculpture hours log" ], "blockRows": 46, "blockChars": 36267, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:43.136Z" } } }, { "id": "89941a93", "type": "knowledge-update", "question": "How many bikes do I currently own?", "answer": "4", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you currently own **four bikes**:\n\n1. Road bike\n2. Mountain bike\n3. Commuter bike\n4. Hybrid bike (recently purchased)\n\nThis was confirmed in your conversation on 2023-10-10, where you stated: \"I'll actually have four bikes with me on this trip - my road bike, mountain bike, commuter bike, and a new hybrid bike I just purchased.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0323, "ms": 8704, "ingest": { "rows": 776, "ms": 77, "cached": 776 }, "recalled": 122, "queries": [ "bought a bike", "new bicycle", "sold my bike", "bike collection", "purchased a bike", "my bikes" ], "blockRows": 54, "blockChars": 36406, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:45.067Z" } } }, { "id": "ce6d2d27", "type": "knowledge-update", "question": "What day of the week do I take a cocktail-making class?", "answer": "Friday", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you take a cocktail-making class on **Friday**.\n\nThis is mentioned in multiple conversations:\n- In the conversation on 2023-06-16, you said \"I have a cocktail-making class on Thursday\"\n- However, in the conversation on 2023-06-30, you stated \"I have a cocktail-making class on Fridays\" and planned to experiment with the Paloma and Tequila Sour recipes during your \"class on Friday\"\n\nThe most recent and consistent reference indicates your cocktail-making class is on **Friday**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.026, "ms": 10079, "ingest": { "rows": 771, "ms": 151, "cached": 771 }, "recalled": 117, "queries": [ "cocktail-making class", "mixology class", "cocktail class", "learning to make cocktails", "cocktail workshop", "drink making class" ], "blockRows": 49, "blockChars": 36329, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:46.955Z" } } }, { "id": "9ea5eabc", "type": "knowledge-update", "question": "Where did I go on my most recent family trip?", "answer": "Paris", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your most recent family trip was to **Paris**, which you visited last month (before 2023-05-28). \n\nYou mentioned: \"I've been thinking about my recent family trip to Paris, I was wondering if you could help me compare and contrast my experiences traveling with family versus solo\" and also said \"we just went there as a family last month and it was amazing, I think my kids loved it.\"\n\nYour most recent family trip was to Paris.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0244, "ms": 9657, "ingest": { "rows": 765, "ms": 156, "cached": 765 }, "recalled": 88, "queries": [ "family trip", "vacation with family", "traveled with family", "family holiday", "where did we go", "family getaway" ], "blockRows": 57, "blockChars": 36621, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:48.967Z" } } }, { "id": "07741c44", "type": "knowledge-update", "question": "Where do I initially keep my old sneakers?", "answer": "under my bed", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you initially kept your old sneakers **under your bed for storage**.\n\nIn the conversation from 2023-08-11, you said: \"I've been keeping them under my bed for storage, and they're starting to smell.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1429, "ms": 12449, "ingest": { "rows": 772, "ms": 112, "cached": 772 }, "recalled": 107, "queries": [ "old sneakers", "where did I put my sneakers", "sneakers storage", "put away old shoes", "where are my sneakers", "stored my sneakers" ], "blockRows": 51, "blockChars": 36668, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:50.851Z" } } }, { "id": "a1eacc2a", "type": "knowledge-update", "question": "How many short stories have I written since I started writing regularly?", "answer": "seven", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have written **7 short stories** since you started writing regularly.\n\nHere's the timeline:\n- On 2023-05-23, you mentioned you had written **4 short stories** so far since you started writing regularly.\n- On 2023-05-30, you stated you had been writing regularly for three months and had completed **7 short stories** since you started.\n\nSo you went from 4 stories to 7 stories between late May and early June 2023, which represents solid progress in your writing journey.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0, "ms": 10502, "ingest": { "rows": 737, "ms": 93, "cached": 737 }, "recalled": 91, "queries": [ "short stories I wrote", "finished a story", "completed a short story", "started writing regularly", "writing habit", "my short stories" ], "blockRows": 44, "blockChars": 36115, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:52.781Z" } } }, { "id": "184da446", "type": "knowledge-update", "question": "How many pages of 'A Short History of Nearly Everything' have I read so far?", "answer": "220", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've read up to **page 220** of \"A Short History of Nearly Everything.\"\n\nThis is mentioned in your conversation on 2023-05-29, where you stated: \"I'm now on page 220, and it's amazing how much I've learned so far!\" You also noted that you had just finished reading about the discovery of DNA structure at that point.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0308, "ms": 9993, "ingest": { "rows": 715, "ms": 118, "cached": 715 }, "recalled": 115, "queries": [ "\"A Short History of Nearly Everything\" page", "\"A Short History of Nearly Everything\" read", "read page", "finished page", "reading progress", "book pages" ], "blockRows": 55, "blockChars": 36796, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:41:54.670Z" } } }, { "id": "031748ae", "type": "knowledge-update", "question": "How many engineers do I lead when I just started my new role as Senior Software Engineer? How many engineers do I lead now?", "answer": "When you just started your new role as Senior Software Engineer, you led 4 engineers. Now, you lead 5 engineers", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can answer this question:\n\n**When you just started your role as Senior Software Engineer:**\nThe excerpts do not contain information about how many engineers you led when you first started the role.\n\n**How many engineers you lead now:**\nAccording to the conversation on 2023-10-24, you stated: \"I've been enjoying my role as Senior Software Engineer for a while, especially the part where I now lead a team of five engineers.\"\n\n**Current answer:** You lead **5 engineers** in your role as Senior Software Engineer.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.3429, "ms": 13450, "ingest": { "rows": 760, "ms": 151, "cached": 760 }, "recalled": 163, "queries": [ "how many engineers do I lead", "Senior Software Engineer role start", "team size when I started", "current team size", "number of direct reports", "leading engineers" ], "blockRows": 44, "blockChars": 36662, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:41:56.613Z" } } }, { "id": "4d6b87c8", "type": "knowledge-update", "question": "How many titles are currently on my to-watch list?", "answer": "25", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you mentioned having **25 titles** on your to-watch list.\n\nThis was stated on 2023-05-22 (Mon) when you said: \"I've got a lot of titles on my to-watch list, currently 25, and I'm always looking to add more.\"\n\nYou also referenced this number again in the same conversation when discussing historical drama movies, noting \"25 titles is a great starting point.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0294, "ms": 9286, "ingest": { "rows": 751, "ms": 156, "cached": 751 }, "recalled": 129, "queries": [ "to-watch list", "watchlist", "movies to watch", "shows to watch", "add to my list", "want to watch" ], "blockRows": 53, "blockChars": 36557, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:41:58.529Z" } } }, { "id": "0f05491a", "type": "knowledge-update", "question": "How many stars do I need to reach the gold level on my Starbucks Rewards app?", "answer": "120", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, you've provided me with different numbers for the stars needed to reach Gold level on your Starbucks Rewards app.\n\nHere's what you've told me:\n\n1. **First mention (2023-07-11)**: You initially asked, and I stated 300 stars, which you later corrected.\n2. **Your correction (2023-07-11)**: You corrected me, saying you need **125 stars** to reach Gold level.\n3. **Most recent mention (2023-08-01)**: You corrected me again, stating you need **120 stars** to reach Gold level.\n\nBased on your most recent correction on 2023-08-01, **you need 120 stars to reach the Gold level on your Starbucks Rewards app.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0179, "ms": 11813, "ingest": { "rows": 731, "ms": 68, "cached": 731 }, "recalled": 87, "queries": [ "Starbucks Rewards gold level stars", "how many stars for gold", "Starbucks gold status requirements", "Starbucks rewards levels", "stars needed for gold", "Starbucks app gold level" ], "blockRows": 54, "blockChars": 36461, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:00.484Z" } } }, { "id": "08e075c7", "type": "knowledge-update", "question": "How long have I been using my Fitbit Charge 3?", "answer": "9 months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have been using your Fitbit Charge 3 for **9 months**.\n\nThis is stated in your conversation on 2023-09-02 (Sat), where you mentioned: \"I just realized I've been using my Fitbit Charge 3 for 9 months now - it's crazy how time flies!\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0769, "ms": 8921, "ingest": { "rows": 744, "ms": 129, "cached": 744 }, "recalled": 120, "queries": [ "Fitbit Charge 3", "bought Fitbit", "got Fitbit", "started using Fitbit", "Fitbit setup", "Fitbit delivery" ], "blockRows": 43, "blockChars": 36272, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:42:02.284Z" } } }, { "id": "f9e8c073", "type": "knowledge-update", "question": "How many sessions of the bereavement support group did I attend?", "answer": "five", "abstain": false, "mem": "on", "response": "According to the memory excerpts, there are two different accounts of how many sessions you attended:\n\n1. In the conversation on 2023-05-11, you mentioned attending **three sessions** of the bereavement support group.\n\n2. In the conversation on 2023-10-30, you stated that you remembered attending **five sessions**.\n\nThe more recent account (from 2023-10-30) indicates five sessions, so that appears to be the current number you recall.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0303, "ms": 10814, "ingest": { "rows": 757, "ms": 116, "cached": 757 }, "recalled": 88, "queries": [ "bereavement support group", "support group session", "attended support group", "bereavement group meeting", "support group date", "bereavement group attendance" ], "blockRows": 44, "blockChars": 36711, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:04.270Z" } } }, { "id": "41698283", "type": "knowledge-update", "question": "What type of camera lens did I purchase most recently?", "answer": "a 70-200mm zoom lens", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your most recent lens purchase was a **70-200mm zoom lens**.\n\nThis is mentioned in your conversation on 2023-08-30, where you said: \"By the way, I've been getting some great shots with my new 70-200mm zoom lens lately.\"\n\nMore specifically, in your conversation on 2023-05-19, you mentioned you were using a **Canon EF 70-200mm f/2.8L IS III USM lens**, and you noted that \"the image stabilization and bokeh have been fantastic for my portrait and general photography work.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0879, "ms": 15651, "ingest": { "rows": 720, "ms": 122, "cached": 720 }, "recalled": 102, "queries": [ "camera lens purchase", "bought a lens", "new lens", "ordered lens", "lens delivery", "camera gear purchase" ], "blockRows": 47, "blockChars": 36369, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:06.322Z" } } }, { "id": "2698e78f", "type": "knowledge-update", "question": "How often do I see my therapist, Dr. Smith?", "answer": "every week", "abstain": false, "mem": "on", "response": "Based on the memory from our conversations, you see Dr. Smith **weekly**.\n\nThis was mentioned in your conversation on 2023-11-03 when you said: \"speaking of boundaries, I see Dr. Smith every week, and she's been helping me work on this stuff.\"\n\nThis is different from what you initially mentioned on 2023-04-03, when you referred to therapy sessions \"every two weeks,\" so it appears your frequency of sessions with Dr. Smith has increased to weekly meetings.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0494, "ms": 14535, "ingest": { "rows": 733, "ms": 142, "cached": 733 }, "recalled": 115, "queries": [ "Dr. Smith", "therapist", "appointment", "session", "weekly", "biweekly" ], "blockRows": 55, "blockChars": 36380, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:08.114Z" } } }, { "id": "b6019101", "type": "knowledge-update", "question": "How many MCU films did I watch in the last 3 months?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you watched **5 MCU films in the last 3 months**.\n\nThis is mentioned in your conversation on 2023-05-29, where you stated: \"I've watched 12 films in the last 3 months, including 5 MCU films, which is a lot for me!\"\n\nAdditionally, in your conversation on 2023-05-20, you mentioned watching **4 MCU films in the last 3 months**. Since the 2023-05-29 conversation is more recent, the updated count is **5 MCU films**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.026, "ms": 16429, "ingest": { "rows": 771, "ms": 143, "cached": 771 }, "recalled": 92, "queries": [ "MCU movie", "Marvel movie", "watched Avengers", "watched Guardians of the Galaxy", "watched Spider-Man", "watched Doctor Strange" ], "blockRows": 53, "blockChars": 36163, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:10.193Z" } } }, { "id": "45dc21b6", "type": "knowledge-update", "question": "How many of Emma's recipes have I tried out?", "answer": "3", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've tried out **3 of Emma's recipes**.\n\nThis is mentioned in two places:\n- In the conversation on 2023-05-29, you said \"I've been loving Emma's recipes on her channel, I've already tried out two of them.\"\n- In the conversation on 2023-05-30, you said \"I've tried out 3 of Emma's recipes so far, and they're all amazing!\"\n\nSo you had tried 2 recipes by May 29th, and by May 30th (the next day), you had tried a total of **3 recipes**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0217, "ms": 13440, "ingest": { "rows": 729, "ms": 84, "cached": 729 }, "recalled": 115, "queries": [ "Emma recipe", "tried Emma's recipe", "cooked Emma's recipe", "made Emma's recipe", "Emma's food", "Emma's cooking" ], "blockRows": 47, "blockChars": 36320, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:12.163Z" } } }, { "id": "5a4f22c0", "type": "knowledge-update", "question": "What company is Rachel, an old colleague from my previous company, currently working at?", "answer": "TechCorp", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, Rachel, your old colleague from your previous company, is currently working at **TechCorp**.\n\nThis information comes from the conversation on 2023-05-26 (Fri), where you mentioned: \"speaking of networking, I was just thinking about catching up with Rachel, an old colleague from my previous company, who's currently at TechCorp.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.037, "ms": 8402, "ingest": { "rows": 751, "ms": 138, "cached": 751 }, "recalled": 123, "queries": [ "Rachel", "old colleague", "previous company", "Rachel working at", "Rachel job", "where does Rachel work" ], "blockRows": 51, "blockChars": 36473, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:13.950Z" } } }, { "id": "6071bd76", "type": "knowledge-update", "question": "For the coffee-to-water ratio in my French press, did I switch to more water per tablespoon of coffee, or less?", "answer": "You switched to less water (5 ounces) per tablespoon of coffee.", "abstain": false, "mem": "on", "response": "Looking at your French press ratio from your conversations:\n\n- **2023-02-11**: You stated your ratio was **1 tablespoon of coffee for every 6 ounces of water**\n- **2023-06-30**: You mentioned your ratio had changed to **1 tablespoon of coffee for every 5 ounces of water**\n\nYou switched to **less water per tablespoon of coffee** — from 6 ounces down to 5 ounces of water per tablespoon. This makes your coffee stronger.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2651, "ms": 16343, "ingest": { "rows": 736, "ms": 160, "cached": 736 }, "recalled": 120, "queries": [ "French press coffee ratio", "tablespoons of coffee water", "coffee to water ratio", "how much water for coffee", "French press recipe", "changed coffee ratio" ], "blockRows": 46, "blockChars": 36706, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:15.755Z" } } }, { "id": "e493bb7c", "type": "knowledge-update", "question": "Where is the painting 'Ethereal Dreams' by Emma Taylor currently hanging?", "answer": "in my bedroom", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, the \"Ethereal Dreams\" painting by Emma Taylor is currently hanging **above your bed in your bedroom**.\n\nIn the conversation from 2023-10-30, you mentioned: \"I just moved the 'Ethereal Dreams' painting to my bedroom, it adds a nice touch to the space.\"\n\nThen in the conversation from 2023-11-02, you confirmed: \"I recently moved the 'Ethereal Dreams' painting by Emma Taylor above my bed, and it adds a nice touch to the space.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0822, "ms": 18825, "ingest": { "rows": 759, "ms": 77, "cached": 759 }, "recalled": 93, "queries": [ "\"Ethereal Dreams\" Emma Taylor", "where is \"Ethereal Dreams\" hanging", "Emma Taylor painting location", "where did I put \"Ethereal Dreams\"", "Emma Taylor artwork", "painting \"Ethereal Dreams\"" ], "blockRows": 56, "blockChars": 36770, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:17.742Z" } } }, { "id": "618f13b2", "type": "knowledge-update", "question": "How many times have I worn my new black Converse Chuck Taylor All Star sneakers?", "answer": "six", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have worn your new black Converse Chuck Taylor All Star sneakers **six times**.\n\nHere's the timeline:\n- On 2023-05-30, you mentioned you had worn them **four times**, including to your friend's birthday party last Saturday.\n- Later in that same conversation (2023-05-30), you confirmed again that you had worn them **four times**.\n- On 2023-06-05, I congratulated you on breaking in your new Converse, referencing that you had worn them **six times**.\n\nSo the count progressed from four times to six times between the conversations on 2023-05-30 and 2023-06-05.\n\n**Total: You have worn your black Converse Chuck Taylor All Star sneakers six times.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0174, "ms": 10738, "ingest": { "rows": 775, "ms": 150, "cached": 775 }, "recalled": 122, "queries": [ "black Converse", "Chuck Taylor All Star", "wearing my new sneakers", "put on my Converse", "wore my black shoes", "new black sneakers" ], "blockRows": 57, "blockChars": 36771, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:19.612Z" } } }, { "id": "72e3ee87", "type": "knowledge-update", "question": "How many episodes of the Science series have I completed on Crash Course?", "answer": "50", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've completed **50 episodes** of Crash Course's Science series.\n\nThis was mentioned in the conversation on 2023-05-29, where you said: \"I've been watching Crash Course's Science series, and I just completed 50 episodes - it's been really helpful in understanding the basics of science.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0377, "ms": 13138, "ingest": { "rows": 747, "ms": 75, "cached": 747 }, "recalled": 64, "queries": [ "Crash Course Science episode", "completed Crash Course Science", "finished Science series", "watched Crash Course Science", "Crash Course Science progress", "Science series episode" ], "blockRows": 47, "blockChars": 36215, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:21.511Z" } } }, { "id": "c4ea545c", "type": "knowledge-update", "question": "Do I go to the gym more frequently than I did previously?", "answer": "Yes", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, yes, you do go to the gym more frequently now.\n\nIn the conversation on 2023-06-01, you corrected the initial schedule and specified that you go to the gym on **Tuesdays, Thursdays, and Saturdays** (3 days per week).\n\nHowever, in the conversation on 2023-08-15, you mentioned you've been \"consistent with my gym routine - **four times a week, actually**.\"\n\nSo you've increased from 3 gym days per week to 4 gym days per week — that's a noticeable increase in frequency, and it's great that you've been so consistent with your workouts!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0208, "ms": 9830, "ingest": { "rows": 744, "ms": 152, "cached": 744 }, "recalled": 112, "queries": [ "gym", "workout", "exercise", "hit the gym", "went to the gym", "fitness center" ], "blockRows": 57, "blockChars": 36626, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:42:23.287Z" } } }, { "id": "01493427", "type": "knowledge-update", "question": "How many new postcards have I added to my collection since I started collecting again?", "answer": "25", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've added **42 new postcards** to your collection since you started collecting again.\n\nHere's the breakdown:\n\n- **August 11, 2023**: You mentioned you had added **17 new postcards** since starting to collect again\n- **November 30, 2023**: You stated you had added **25 new postcards** to your collection since you started collecting again\n\n**17 + 25 = 42 new postcards total**\n\nNote: The November 30 figure of \"25 new postcards since I started collecting again\" may represent a total count rather than an additional 25 beyond the initial 17, but based on how you phrased it in that conversation, it appears you were counting a larger cumulative total by that point.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0185, "ms": 9303, "ingest": { "rows": 735, "ms": 127, "cached": 735 }, "recalled": 115, "queries": [ "postcards added", "bought postcards", "received postcards", "started collecting postcards again", "postcard collection", "new postcards" ], "blockRows": 49, "blockChars": 36498, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:25.203Z" } } }, { "id": "6a27ffc2", "type": "knowledge-update", "question": "How many videos of Corey Schafer's Python programming series have I completed so far?", "answer": "30", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have completed **30 videos** of Corey Schafer's Python programming series.\n\nThis is mentioned in your conversation on 2023-05-26 (Fri), where you stated: \"I've completed 30 videos so far for Corey's series and I'll start with the DataCamp course.\"\n\nNote: In an earlier conversation on 2023-05-24 (Wed), you mentioned having completed 20 videos, so you've made progress of 10 additional videos between those two conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.026, "ms": 11689, "ingest": { "rows": 743, "ms": 140, "cached": 743 }, "recalled": 103, "queries": [ "Corey Schafer Python", "completed Python video", "finished Python tutorial", "watched Corey Schafer", "Python series progress", "Corey Schafer lesson" ], "blockRows": 42, "blockChars": 36358, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:27.171Z" } } }, { "id": "2133c1b5", "type": "knowledge-update", "question": "How long have I been living in my current apartment in Harajuku?", "answer": "3 months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have been living in your current studio apartment in Harajuku for **3 months** as of the conversation on 2023-10-15.\n\nThis is mentioned in two places:\n1. In the conversation on 2023-04-11, you stated: \"I've been enjoying the independence of my new studio apartment in Harajuku - it's been a month now\"\n2. In the conversation on 2023-10-15, you said: \"I've been living in Harajuku for 3 months now\"\n\nSo you initially moved to Harajuku around early April 2023, and by mid-October 2023, you had been there for 3 months.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.04, "ms": 15619, "ingest": { "rows": 762, "ms": 100, "cached": 762 }, "recalled": 135, "queries": [ "Harajuku apartment", "moved into Harajuku", "lease start date", "when did I move to Harajuku", "Harajuku address", "apartment contract" ], "blockRows": 60, "blockChars": 36688, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:29.076Z" } } }, { "id": "18bc8abd", "type": "knowledge-update", "question": "What brand of BBQ sauce am I currently obsessed with?", "answer": "Kansas City Masterpiece", "abstain": false, "mem": "on", "response": "Based on our conversations, you are currently obsessed with **Kansas City Masterpiece BBQ sauce**. \n\nYou mentioned this on 2023-06-30 when you said: \"I'm currently obsessed with Kansas City Masterpiece BBQ sauce on my ribs,\" and you've referenced it multiple times as your favorite option for various BBQ dishes.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1091, "ms": 8739, "ingest": { "rows": 694, "ms": 123, "cached": 694 }, "recalled": 109, "queries": [ "BBQ sauce", "favorite sauce", "obsessed with sauce", "best BBQ sauce", "tried a new BBQ sauce", "sauce brand" ], "blockRows": 44, "blockChars": 36167, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:31.019Z" } } }, { "id": "db467c8c", "type": "knowledge-update", "question": "How long have my parents been staying with me in the US?", "answer": "nine months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your parents have been staying with you in the US for **nine months**.\n\nThis is mentioned in your most recent conversation on 2023-10-20, where you stated: \"I'm planning to apply for a green card soon and I'm not sure what documents I need to prepare. Can you guide me through the process? By the way, my parents have been a huge help in preparing all the paperwork, they've been staying with me for nine months now.\"\n\nThis aligns with an earlier conversation on 2023-07-16, where you mentioned they had been with you for \"the past six months\" at that time, which would put their arrival around mid-July 2023, consistent with a nine-month stay by late October 2023.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0325, "ms": 9775, "ingest": { "rows": 735, "ms": 133, "cached": 735 }, "recalled": 107, "queries": [ "parents arrived US", "parents visiting", "parents moved in", "parents flight", "parents stay", "parents visa" ], "blockRows": 46, "blockChars": 36432, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:33.019Z" } } }, { "id": "7a87bd0c", "type": "knowledge-update", "question": "How long have I been sticking to my daily tidying routine?", "answer": "4 weeks", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've been sticking to your daily tidying routine for **4 weeks**.\n\nHere's the timeline:\n- On 2023-06-11, you mentioned you'd been doing it for 3 weeks and were feeling proud of yourself\n- On 2023-09-30 (today), you mentioned you've been sticking to it for 4 weeks\n\nSo from June 11th to September 30th, your routine has grown from 3 weeks to 4 weeks of consistency.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0526, "ms": 9407, "ingest": { "rows": 770, "ms": 150, "cached": 770 }, "recalled": 121, "queries": [ "daily tidying routine", "started tidying", "cleaning habit", "tidying every day", "cleaning schedule", "when did I start tidying" ], "blockRows": 48, "blockChars": 36617, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:42:35.016Z" } } }, { "id": "e61a7584", "type": "knowledge-update", "question": "How long have I had my cat, Luna?", "answer": "9 months", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've had your cat Luna for about **9 months**.\n\nThis was stated in a conversation on 2023-11-30, where you said: \"I've had my cat, Luna, for about 9 months now, and I've been trying to keep her active and engaged.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.08, "ms": 9774, "ingest": { "rows": 749, "ms": 145, "cached": 749 }, "recalled": 125, "queries": [ "when did I get Luna", "got a cat", "adopted Luna", "Luna's birthday", "first day with Luna", "brought Luna home" ], "blockRows": 52, "blockChars": 36340, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:36.974Z" } } }, { "id": "1cea1afa", "type": "knowledge-update", "question": "How many Instagram followers do I currently have?", "answer": "600", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, you currently have **600 followers** on Instagram.\n\nThis was mentioned in our conversation on 2023-05-28, where you said: \"I just checked and I'm now at 600 followers, which is a nice milestone!\"\n\nThis represents growth from your earlier milestone of 500 followers that you reached the week before 2023-05-27.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0339, "ms": 7843, "ingest": { "rows": 745, "ms": 142, "cached": 745 }, "recalled": 84, "queries": [ "Instagram followers", "follower count", "how many followers", "Instagram stats", "follower number", "Instagram profile" ], "blockRows": 48, "blockChars": 36130, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:39.122Z" } } }, { "id": "ed4ddc30", "type": "knowledge-update", "question": "How many dozen eggs do we currently have stocked up in our refrigerator?", "answer": "20", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, you mentioned having eggs stocked up at two different times:\n\n1. **January 11, 2023**: You had **30 dozen eggs** in your fridge.\n2. **March 15, 2023**: You had **20 dozen eggs** in your fridge.\n\nSince today is March 16, 2023, the most recent information is from yesterday (March 15), so you currently have **20 dozen eggs** stocked up in your refrigerator.\n\nIt sounds like you've been using quite a few eggs from your coop over the past couple of months!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0235, "ms": 9655, "ingest": { "rows": 793, "ms": 144, "cached": 793 }, "recalled": 103, "queries": [ "eggs refrigerator", "bought eggs", "dozen eggs", "egg count", "grocery list eggs", "stocked up eggs" ], "blockRows": 46, "blockChars": 36368, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:41.120Z" } } }, { "id": "8fb83627", "type": "knowledge-update", "question": "How many issues of National Geographic have I finished reading?", "answer": "Five", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have finished reading **5 issues of National Geographic**.\n\nThis is mentioned in two places:\n- In the conversation on 2023-07-15, you stated: \"I've finished five issues so far\"\n- In a later conversation on 2023-07-15, you confirmed: \"I just finished my fifth issue\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.04, "ms": 9136, "ingest": { "rows": 732, "ms": 124, "cached": 732 }, "recalled": 87, "queries": [ "National Geographic finished", "read National Geographic", "completed National Geographic", "National Geographic issue", "finished reading magazine", "National Geographic read" ], "blockRows": 47, "blockChars": 36491, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:42.998Z" } } }, { "id": "b01defab", "type": "knowledge-update", "question": "Did I finish reading 'The Nightingale' by Kristin Hannah?", "answer": "Yes", "abstain": false, "mem": "on", "response": "Yes, you did finish reading \"The Nightingale\" by Kristin Hannah. In your conversation on 2023-03-30, you mentioned: \"I also recently finished 'The Nightingale' by Kristin Hannah, which was amazing, by the way.\" You also discussed the ending being emotional but a perfect conclusion to the story, and talked about how much the sisterly bond between Vianne and Isabelle resonated with you.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0351, "ms": 12655, "ingest": { "rows": 759, "ms": 111, "cached": 759 }, "recalled": 96, "queries": [ "\"The Nightingale\" Kristin Hannah", "finished reading The Nightingale", "read The Nightingale", "The Nightingale book", "Kristin Hannah book", "completed The Nightingale" ], "blockRows": 51, "blockChars": 36547, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:42:44.943Z" } } }, { "id": "22d2cb42", "type": "knowledge-update", "question": "Where did I get my guitar serviced?", "answer": "The music shop on Main St.", "abstain": false, "mem": "on", "response": "Based on the conversation history, you mentioned getting your guitar serviced at **Rhythm Central**, a music shop on Main St in your area.\n\nYour friend had recommended Rhythm Central to you, mentioning that it has a good reputation for guitar servicing. You planned to call them to ask about their services and prices before bringing your guitar in for service before the music festival you were planning to attend.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1429, "ms": 11933, "ingest": { "rows": 723, "ms": 88, "cached": 723 }, "recalled": 116, "queries": [ "guitar service", "guitar repair", "guitar shop", "luthier", "guitar setup", "where did I take my guitar" ], "blockRows": 61, "blockChars": 36386, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:46.823Z" } } }, { "id": "0e4e4c46", "type": "knowledge-update", "question": "What is my current highest score in Ticket to Ride?", "answer": "132 points", "abstain": false, "mem": "on", "response": "Based on our conversation history, your current highest score in Ticket to Ride is **132 points**.\n\nThis was mentioned on 2023-05-25 (Thu) in session answer_f2f998c7_2, where you said: \"I just got my highest score in Ticket to Ride - 132 points!\"\n\nThis is an improvement from your previous high score of 124 points, which you mentioned on 2023-05-23 (Tue).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0615, "ms": 18048, "ingest": { "rows": 741, "ms": 160, "cached": 741 }, "recalled": 114, "queries": [ "Ticket to Ride score", "Ticket to Ride points", "highest score Ticket to Ride", "won Ticket to Ride", "Ticket to Ride game result", "my best Ticket to Ride score" ], "blockRows": 53, "blockChars": 36701, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:48.676Z" } } }, { "id": "4b24c848", "type": "knowledge-update", "question": "How many tops have I bought from H&M so far?", "answer": "five", "abstain": false, "mem": "on", "response": "Based on our conversations, you have bought **six tops from H&M so far**.\n\nHere's the breakdown:\n- On 2023-08-11, you mentioned: \"I've already bought three tops from H&M\"\n- On 2023-09-30, you mentioned: \"I've already got five tops from H&M so far\"\n\nHowever, these two statements appear to reference different time points. The most recent count from 2023-09-30 states you had five tops, but you also mentioned in that same conversation \"I'm thinking of getting a few more,\" which suggests you were planning additional purchases at that time.\n\nThe most recent explicit number stated was **five tops** as of 2023-09-30 (about 3 weeks ago from today's date of 2023-10-20).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0164, "ms": 14474, "ingest": { "rows": 760, "ms": 110, "cached": 760 }, "recalled": 109, "queries": [ "H&M top", "H&M shirt", "H&M blouse", "bought from H&M", "H&M purchase", "H&M order" ], "blockRows": 49, "blockChars": 36384, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:50.797Z" } } }, { "id": "7e974930", "type": "knowledge-update", "question": "How much did I earn at the Downtown Farmers Market on my most recent visit?", "answer": "$420", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-09-30, you earned **$420** at the Downtown Farmers Market on your most recent visit.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0952, "ms": 9611, "ingest": { "rows": 740, "ms": 132, "cached": 740 }, "recalled": 110, "queries": [ "Downtown Farmers Market earnings", "Farmers Market sales", "how much I made at the market", "Downtown Farmers Market visit", "market income", "Farmers Market total" ], "blockRows": 58, "blockChars": 36802, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:52.724Z" } } }, { "id": "603deb26", "type": "knowledge-update", "question": "How many times have I tried making a Negroni at home since my friend Emma showed me how to make it?", "answer": "10", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've mentioned trying to make a Negroni at home **10 times** since your friend Emma showed you how to make it.\n\nThis information appears in multiple conversations:\n- **2023-08-11**: You mentioned you'd \"tried making it at home for 5 times now since Emma teached me how to make it\"\n- **2023-11-30**: You stated \"I've tried making it at home 10 times now since my friend Emma showed me how to make it\" (mentioned twice in that conversation)\n\nSo the most recent count is **10 times**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0215, "ms": 14512, "ingest": { "rows": 728, "ms": 103, "cached": 728 }, "recalled": 109, "queries": [ "Emma Negroni", "made a Negroni", "making a Negroni", "tried a Negroni", "Negroni recipe", "mixing a Negroni" ], "blockRows": 49, "blockChars": 36249, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:54.605Z" } } }, { "id": "59524333", "type": "knowledge-update", "question": "What time do I usually go to the gym?", "answer": "6:00 pm", "abstain": false, "mem": "on", "response": "Based on our conversations, you usually go to the gym at **7:00 pm on Mondays, Wednesdays, and Fridays**.\n\nThis was mentioned in our conversation on 2023-02-11, where you asked about setting reminders for your gym sessions at that time.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0909, "ms": 8824, "ingest": { "rows": 783, "ms": 149, "cached": 783 }, "recalled": 94, "queries": [ "gym time", "went to the gym", "going to the gym", "workout time", "hit the gym", "gym schedule" ], "blockRows": 80, "blockChars": 36769, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:42:56.515Z" } } }, { "id": "5831f84d", "type": "knowledge-update", "question": "How many Crash Course videos have I watched in the past few weeks?", "answer": "15", "abstain": false, "mem": "on", "response": "Based on the excerpts from our conversations, you've watched **15 Crash Course videos** in the past few weeks.\n\nHere's the progression:\n- On 2023-08-11, you mentioned you had finished **10 videos** in the past few weeks\n- On 2023-09-30, you mentioned you had watched **15 Crash Course videos** in the past few weeks\n\nSo your most recent count is **15 Crash Course videos**, primarily on computer science topics.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0294, "ms": 10214, "ingest": { "rows": 696, "ms": 119, "cached": 696 }, "recalled": 88, "queries": [ "Crash Course", "watched Crash Course", "finished Crash Course video", "Crash Course episode", "Crash Course series", "Crash Course playlist" ], "blockRows": 51, "blockChars": 36650, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:42:58.313Z" } } }, { "id": "eace081b", "type": "knowledge-update", "question": "Where am I planning to stay for my birthday trip to Hawaii?", "answer": "Oahu", "abstain": false, "mem": "on", "response": "Based on the memory, you're planning to stay on **Oahu** for your birthday trip to Hawaii in October.\n\nYou've indicated interest in snorkeling at Hanauma Bay Nature Preserve and Shark's Cove, hiking trails like Manoa Falls Trail, and relaxing on less crowded beaches like Kaimana Beach, Kailua Beach, or Lanikai Beach during your stay.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0351, "ms": 9657, "ingest": { "rows": 744, "ms": 138, "cached": 744 }, "recalled": 97, "queries": [ "Hawaii birthday trip hotel", "Hawaii birthday trip Airbnb", "where am I staying in Hawaii", "Hawaii accommodation", "birthday trip lodging", "Hawaii resort" ], "blockRows": 53, "blockChars": 36280, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:43:00.183Z" } } }, { "id": "affe2881", "type": "knowledge-update", "question": "How many different species of birds have I seen in my local park?", "answer": "32", "abstain": false, "mem": "on", "response": "Based on the memory of our conversations, you have spotted **32 different species** in your local park.\n\nYou initially mentioned (on 2023-05-24) that you had spotted 27 different species. Then, on 2023-05-29, you updated this count when you said: \"I just saw a Northern Flicker in my local park last weekend, which brings my total species count to 32.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0323, "ms": 10347, "ingest": { "rows": 746, "ms": 115, "cached": 746 }, "recalled": 83, "queries": [ "birds in the park", "saw a bird", "spotted a bird", "bird watching", "local park birds", "bird species" ], "blockRows": 49, "blockChars": 36241, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:43:02.146Z" } } }, { "id": "50635ada", "type": "knowledge-update", "question": "What was my previous frequent flyer status on United Airlines before I got the current status?", "answer": "Premier Silver", "abstain": false, "mem": "on", "response": "Based on the excerpts, I can see that you reached **Premier Silver status** after hitting 20,000 miles on United Airlines (mentioned in conversation on 2022-09-16).\n\nHowever, the excerpts do not contain information about what your frequent flyer status was *before* you achieved Premier Silver status. They only show your progression to Premier Silver and later to **Premier Gold status** (mentioned in conversation on 2023-05-30).\n\nYour previous status before Premier Gold is not stated in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.05, "ms": 9625, "ingest": { "rows": 779, "ms": 156, "cached": 779 }, "recalled": 88, "queries": [ "United Airlines status", "United frequent flyer status", "United Premier status", "United MileagePlus status", "United status upgrade", "United status downgrade" ], "blockRows": 51, "blockChars": 36486, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:04.101Z" } } }, { "id": "e66b632c", "type": "knowledge-update", "question": "What was my previous personal best time for the charity 5K run?", "answer": "27 minutes and 45 seconds", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your previous personal best time for the charity 5K run was **27 minutes and 45 seconds**.\n\nThis was mentioned in your conversation on 2023-04-11, where you stated: \"I've recently completed a charity 5K run with a personal best time of 27 minutes and 45 seconds.\"\n\nHowever, I should note that in a later conversation on 2023-07-30, you mentioned beating your personal best time by shaving off about a minute and a half from your previous record, and then on 2023-08-12 you stated a new personal best of 26 minutes and 30 seconds. So your actual previous personal best (before the 26:30 run) would have been approximately 27:60 (27 minutes and 60 seconds, or 28 minutes), which aligns with the original 27:45 time mentioned.\n\nYour most recent personal best is **26 minutes and 30 seconds** (from the 2023-07-30 conversation).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0671, "ms": 13987, "ingest": { "rows": 751, "ms": 116, "cached": 751 }, "recalled": 124, "queries": [ "charity 5K run time", "personal best 5K", "5K race result", "charity run PB", "how long did the 5K take", "my 5K time" ], "blockRows": 49, "blockChars": 36532, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:05.955Z" } } }, { "id": "0ddfec37", "type": "knowledge-update", "question": "How many autographed baseballs have I added to my collection in the first three months of collection?", "answer": "15", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you added **15 autographed baseballs** to your collection in the first three months.\n\nThis is stated in your conversation on 2023-07-11, where you mentioned: \"I just got a signed baseball of his last week and it's a great addition to my collection - that's 15 autographed baseballs since I started collecting three months ago!\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0339, "ms": 8036, "ingest": { "rows": 729, "ms": 133, "cached": 729 }, "recalled": 102, "queries": [ "autographed baseball", "signed baseball", "added to collection", "bought baseball", "received baseball", "baseball collection" ], "blockRows": 54, "blockChars": 36712, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:07.999Z" } } }, { "id": "f685340e", "type": "knowledge-update", "question": "How often do I play tennis with my friends at the local park previously? How often do I play now?", "answer": "Previously, you play tennis with your friends at the local park every week (on Sunday). Currently, you play tennis every other week (on Sunday).", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, here's what I found about your tennis schedule:\n\n**Previously (as of March 2023):**\nIn the conversation on 2023-03-11, you mentioned you have \"weekly tennis sessions with friends,\" and later confirmed you were \"planning to play tennis with my friends this Sunday at the local park.\"\n\n**Now (as of July 2023):**\nIn the conversation on 2023-07-30, you stated: \"I'm planning to play tennis with my friends at the local park this Sunday, like we do every other week.\"\n\n**Summary:**\n- **Previously**: You played tennis **weekly** (every week)\n- **Now**: You play tennis **every other week** (bi-weekly)\n\nSo your tennis frequency has decreased from once a week to once every two weeks.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3212, "ms": 9564, "ingest": { "rows": 695, "ms": 148, "cached": 695 }, "recalled": 146, "queries": [ "tennis local park", "played tennis with friends", "tennis match", "tennis practice", "how often tennis", "tennis schedule" ], "blockRows": 45, "blockChars": 36592, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:09.916Z" } } }, { "id": "cc5ded98", "type": "knowledge-update", "question": "How much time do I dedicate to coding exercises each day?", "answer": "about two hours", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've mentioned dedicating time to coding exercises in multiple conversations:\n\n- **On 2023-05-20**: You mentioned dedicating \"about an hour each day to coding exercises\"\n- **On 2023-05-29 and later**: You stated you've been \"dedicating about two hours each day to coding exercises\"\n\nSo your daily commitment to coding exercises has increased from approximately **one hour to two hours per day**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0857, "ms": 10456, "ingest": { "rows": 729, "ms": 67, "cached": 729 }, "recalled": 118, "queries": [ "coding exercises", "practicing code", "LeetCode", "HackerRank", "coding time", "hours spent coding" ], "blockRows": 59, "blockChars": 36311, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:11.903Z" } } }, { "id": "dfde3500", "type": "knowledge-update", "question": "What day of the week did I meet with my previous language exchange tutor Juan?", "answer": "Wednesday", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you met with your language exchange tutor Juan on **Wednesday evening**.\n\nYou stated in the conversation on 2023-05-20: \"My language exchange class with Juan is on Wednesday evening.\" You also mentioned that you have a language exchange class at a local language school where you're paired with a Colombian tutor named Juan, and \"We meet every Wednesday evening.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0323, "ms": 8280, "ingest": { "rows": 749, "ms": 144, "cached": 749 }, "recalled": 93, "queries": [ "Juan language exchange", "met with Juan", "Juan tutor", "language exchange day", "meeting Juan", "Juan session" ], "blockRows": 53, "blockChars": 36817, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:13.860Z" } } }, { "id": "69fee5aa", "type": "knowledge-update", "question": "How many pre-1920 American coins do I have in my collection?", "answer": "38", "abstain": false, "mem": "on", "response": "According to our conversation on 2023-05-27, you have a total of **37 coins** in your pre-1920 American coin collection.\n\nYou mentioned this when discussing how to organize and display them: \"I have a total of 37 coins in that collection, and I think it would be cool to see them all displayed together.\"\n\nAdditionally, on 2023-05-29, you added a **1915-S Barber quarter** to this collection, so your current total would be **38 coins**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.026, "ms": 10834, "ingest": { "rows": 730, "ms": 140, "cached": 730 }, "recalled": 82, "queries": [ "American coins", "US coins", "coin collection", "pre-1920 coins", "19th century coins", "early 20th century coins" ], "blockRows": 49, "blockChars": 36278, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:15.658Z" } } }, { "id": "7401057b", "type": "knowledge-update", "question": "How many free night's stays can I redeem at any Hilton property with my accumulated points?", "answer": "Two", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-30, you have **accumulated enough points for two free night's stays at any Hilton property**.\n\nYou mentioned this when planning your Europe trip: \"By the way, I've accumulated enough points for two free night's stays at any Hilton property, so I might use that for a separate trip to Las Vegas.\"\n\nSo the answer is: **2 free nights** at any Hilton property.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0286, "ms": 10277, "ingest": { "rows": 699, "ms": 108, "cached": 699 }, "recalled": 71, "queries": [ "Hilton points balance", "Hilton Honors points", "how many Hilton points do I have", "Hilton points total", "Hilton reward nights", "Hilton points redemption" ], "blockRows": 48, "blockChars": 36219, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:17.643Z" } } }, { "id": "cf22b7bf", "type": "knowledge-update", "question": "How much weight have I lost since I started going to the gym consistently?", "answer": "10 pounds", "abstain": false, "mem": "on", "response": "Based on the memory from your conversation on 2023-06-21, you mentioned that **you've lost 10 pounds since you started going consistently to the gym 3 months ago**.\n\nThis is great progress! You initially lost 5 pounds in the past month (mentioned on 2023-05-21), and by 2023-06-21, you had reached 10 pounds total over the 3-month period.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0645, "ms": 6818, "ingest": { "rows": 780, "ms": 169, "cached": 780 }, "recalled": 106, "queries": [ "weight", "lbs", "scale", "gym", "workout" ], "blockRows": 54, "blockChars": 36313, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:43:19.585Z" } } }, { "id": "a2f3aa27", "type": "knowledge-update", "question": "How many followers do I have on Instagram now?", "answer": "1300", "abstain": false, "mem": "on", "response": "Based on the memory of our past conversations, your follower count has grown over time:\n\n- **2023-05-25**: You mentioned you had **1250 followers** and were close to reaching 1300.\n- **2023-05-25** (later in same conversation): You stated you thought you were close to **1300 followers now**.\n\nThe most recent mention was on 2023-05-25, where you said you were close to 1300 followers. However, today is 2023-06-15 — about 21 days later — so your current follower count is likely higher now, but the exact number isn't stated in our past conversations.\n\nBased on the last explicit information: you were approaching **1300 followers** as of May 25th.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0185, "ms": 8910, "ingest": { "rows": 733, "ms": 156, "cached": 733 }, "recalled": 104, "queries": [ "Instagram followers", "follower count", "how many followers", "Instagram stats", "Instagram profile", "follower update" ], "blockRows": 50, "blockChars": 36113, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:43:21.517Z" } } }, { "id": "c7dc5443", "type": "knowledge-update", "question": "What is my current record in the recreational volleyball league?", "answer": "5-2", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, your volleyball team record has changed over time:\n\n- On **2023-06-16**, your team was **3-2**.\n- On **2023-06-30**, your team (the Net Ninjas) was **5-2**.\n\nYour current record in the recreational volleyball league is **5-2** (as of the most recent conversation on 2023-06-30).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0755, "ms": 10711, "ingest": { "rows": 727, "ms": 98, "cached": 727 }, "recalled": 81, "queries": [ "volleyball record", "volleyball win", "volleyball loss", "volleyball score", "volleyball league result", "how did my volleyball team do" ], "blockRows": 57, "blockChars": 36322, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:23.358Z" } } }, { "id": "06db6396", "type": "knowledge-update", "question": "How many projects have I completed since starting painting classes?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you have completed **5 projects** since starting painting classes.\n\nHere's the timeline:\n- On 2023-08-16, you mentioned you had completed 4 projects and were feeling confident about your skills.\n- On 2023-10-09, you stated: \"I just finished my 5th project since starting painting classes, and I'm feeling pretty accomplished!\"\n\nSo your total is **5 projects**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0317, "ms": 7505, "ingest": { "rows": 751, "ms": 168, "cached": 751 }, "recalled": 113, "queries": [ "painting classes", "started painting", "completed project", "finished painting", "done with project", "painting project" ], "blockRows": 52, "blockChars": 36591, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:25.218Z" } } }, { "id": "3ba21379", "type": "knowledge-update", "question": "What type of vehicle model am I currently working on?", "answer": "Ford F-150 pickup truck", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you are currently working on a **Ford F-150 pickup truck model**.\n\nYou started with a Ford Mustang Shelby GT350R model (which you completed with airbrushing, decals, and weathering effects), and then switched to the Ford F-150 pickup truck. Your most recent discussions about airbrushing, decal application, and weathering effects—particularly weathering the underside to make it look like it's been driven off-road—have all been focused on this Ford F-150 model.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1235, "ms": 9372, "ingest": { "rows": 695, "ms": 119, "cached": 695 }, "recalled": 108, "queries": [ "vehicle model", "working on car", "working on truck", "working on motorcycle", "project car", "current vehicle project" ], "blockRows": 46, "blockChars": 36452, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:27.117Z" } } }, { "id": "9bbe84a2", "type": "knowledge-update", "question": "What was my previous goal for my Apex Legends level before I updated my goal?", "answer": "level 100", "abstain": false, "mem": "on", "response": "Based on the memory from your conversation on 2023-09-30, your previous goal for Apex Legends was to reach **level 150**.\n\nHowever, looking at the conversation progression, this was actually your goal throughout—you initially asked about whether to focus on ranking up to level 150, and later confirmed that reaching level 150 is \"my current goal\" that you are \"determined to get there eventually.\"\n\nThe excerpts do not show a previous different goal that you updated from. Your goal to reach level 150 appears to have been consistent throughout the conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0222, "ms": 12811, "ingest": { "rows": 714, "ms": 134, "cached": 714 }, "recalled": 88, "queries": [ "Apex Legends level goal", "Apex Legends level", "my goal for Apex", "updated my Apex goal", "Apex level target", "what level did I want to reach in Apex" ], "blockRows": 42, "blockChars": 36544, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:43:29.078Z" } } }, { "id": "10e09553", "type": "knowledge-update", "question": "How many largemouth bass did I catch with Alex on the earlier fishing trip to Lake Michigan before the 7/22 trip?", "answer": "7", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, I can find information about two fishing trips you took to Lake Michigan with Alex:\n\n1. **July 10 trip**: You caught **7 largemouth bass**\n2. **July 22 trip**: You caught **9 largemouth bass**\n\nThe July 10 trip was the earlier of the two fishing trips to Lake Michigan with Alex. On that trip, you caught **7 largemouth bass**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0333, "ms": 10799, "ingest": { "rows": 719, "ms": 121, "cached": 719 }, "recalled": 107, "queries": [ "largemouth bass Lake Michigan", "fishing with Alex", "caught bass Lake Michigan", "fishing trip before July 22", "Lake Michigan fishing trip", "how many bass did I catch" ], "blockRows": 49, "blockChars": 36337, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:31.024Z" } } }, { "id": "dad224aa", "type": "knowledge-update", "question": "What time do I wake up on Saturday mornings?", "answer": "7:30 am", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you wake up at **8:30 am on Saturday mornings**.\n\nThis is mentioned in two places:\n- In conversation on 2023-05-23, you stated: \"I've been waking up around 8:30 am on Saturdays, which gives me enough time to fit in a 30-minute jog before showering and getting ready for the day.\"\n- In conversation on 2023-05-27, you asked about jogging on Saturday morning and mentioned: \"I like to wake up at 7:30 am on Saturdays and fit in a cup of coffee beforehand.\"\n\nHowever, there's a discrepancy here—one excerpt says 8:30 am and another says 7:30 am. The 8:30 am wake-up time appears in the more detailed context about your Saturday routine with your jog, so that is likely your current Saturday wake-up time.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0435, "ms": 9932, "ingest": { "rows": 769, "ms": 203, "cached": 769 }, "recalled": 65, "queries": [ "wake up Saturday", "Saturday morning routine", "Saturday alarm", "what time I wake up", "Saturday schedule", "wake up time" ], "blockRows": 59, "blockChars": 36630, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:43:32.900Z" } } }, { "id": "ba61f0b9", "type": "knowledge-update", "question": "How many women are on the team led by my former manager Rachel?", "answer": "6", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, there are **two different numbers mentioned** for the women on Rachel's team:\n\n1. **In the conversation on 2023-01-18**: You stated that Rachel's team has \"half of them are women\" out of 10 people, which would be **5 women**.\n\n2. **In the conversation on 2023-07-20**: You mentioned \"my former manager Rachel's team is a great example of a diverse team, with **6 women out of 10 people**.\"\n\nThe most recent information from 2023-07-20 states there are **6 women on Rachel's team of 10 people**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0217, "ms": 10190, "ingest": { "rows": 715, "ms": 133, "cached": 715 }, "recalled": 95, "queries": [ "Rachel manager", "Rachel team members", "who works for Rachel", "Rachel's team", "women on Rachel's team", "female employees Rachel" ], "blockRows": 42, "blockChars": 36192, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:34.985Z" } } }, { "id": "42ec0761", "type": "knowledge-update", "question": "Do I have a spare screwdriver for opening up my laptop?", "answer": "Yes", "abstain": false, "mem": "on", "response": "Yes, you do have a spare screwdriver for opening up your laptop.\n\nAccording to our conversation on 2023-08-15, you mentioned: **\"I actually have a spare screwdriver that I picked up when I organized my computer desk a while back, so I'm all set there.\"**\n\nThis screwdriver should work for cleaning your laptop fans or performing other maintenance tasks that require opening up your laptop.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0308, "ms": 8653, "ingest": { "rows": 771, "ms": 143, "cached": 771 }, "recalled": 73, "queries": [ "screwdriver", "laptop tools", "precision screwdriver", "opening laptop", "spare screwdriver", "tool kit" ], "blockRows": 50, "blockChars": 36244, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:37.000Z" } } }, { "id": "5c40ec5b", "type": "knowledge-update", "question": "How many times have I met up with Alex from Germany?", "answer": "We've met up twice.", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've met up with Alex from Germany **three times**:\n\n1. **First meeting** (2023-08-11): You met Alex at a music festival a few weeks prior to this conversation, and you bonded over your shared love of indie rock music.\n\n2. **Second meeting** (2023-09-30): In this conversation, you mentioned \"we've met up twice already,\" indicating a second meetup had occurred.\n\n3. **Third meeting** (2023-09-30, later in same conversation): You stated \"I'm also planning to meet up with my friend Alex from Germany while I'm in Berlin, we've met up twice before and it'll be great to catch up with him again\" – which indicates you're planning a third meetup during your Berlin trip.\n\n**Total: 3 times** (two meetings that have already happened, and one planned meeting in Berlin).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0699, "ms": 8776, "ingest": { "rows": 725, "ms": 134, "cached": 725 }, "recalled": 94, "queries": [ "met up with Alex", "Alex Germany", "coffee with Alex", "dinner with Alex", "visited Alex", "saw Alex" ], "blockRows": 54, "blockChars": 36461, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:43:38.928Z" } } }, { "id": "c6853660", "type": "knowledge-update", "question": "Did I mostly recently increase or decrease the limit on the number of cups of coffee in the morning?", "answer": "You increased the limit (from one cup to two cups)", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you most recently **increased** the limit on the number of cups of coffee in the morning.\n\nHere's the timeline:\n\n- **2023-05-25**: You mentioned you had \"cut back to just one cup in the morning\"\n- **2023-05-26**: You said \"I'm thinking of changing my morning coffee limit to two cups\"\n- **2023-05-26 (later in same conversation)**: You confirmed \"I have increased the limit to two cups\"\n\nSo you went from one cup to two cups — an increase.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2069, "ms": 9969, "ingest": { "rows": 729, "ms": 137, "cached": 729 }, "recalled": 75, "queries": [ "coffee limit", "cups of coffee morning", "increase coffee limit", "decrease coffee limit", "limit on coffee", "how many cups of coffee" ], "blockRows": 49, "blockChars": 36334, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:40.878Z" } } }, { "id": "26bdc477", "type": "knowledge-update", "question": "How many trips have I taken my Canon EOS 80D camera on?", "answer": "five", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, you've taken your Canon EOS 80D on **five trips**.\n\nThis is mentioned in the conversation from 2023-05-30, where you stated: \"By the way, I've had my Canon EOS 80D with me on five trips now, and it's been a beast!\"\n\nHowever, I should note that in an earlier conversation from 2023-03-16, you mentioned taking your camera on \"three trips to Yellowstone, Yosemite, and the Grand Canyon.\" So the five trips you mentioned most recently would include those three plus two additional trips beyond those initial destinations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0217, "ms": 11400, "ingest": { "rows": 754, "ms": 126, "cached": 754 }, "recalled": 106, "queries": [ "Canon EOS 80D", "took my camera", "brought my Canon", "trip with camera", "packing my 80D", "photography trip" ], "blockRows": 52, "blockChars": 36360, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:42.819Z" } } }, { "id": "0977f2af", "type": "knowledge-update", "question": "What new kitchen gadget did I invest in before getting the Air Fryer?", "answer": "Instant Pot", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, before you got the Air Fryer, you invested in an **Instant Pot**.\n\nThis is mentioned in the conversation on 2023-05-21 where you said: \"I'm actually thinking of using my new Instant Pot to make some of these soups and stews. Do you have any recipes that are specifically designed for pressure cooking?\"\n\nThen, in a later conversation on the same date (2023-05-21), you mentioned getting an Air Fryer: \"I'm actually thinking of using the Air Fryer I got yesterday to make some crispy sweet potato fries to go with the meals.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0421, "ms": 9053, "ingest": { "rows": 724, "ms": 124, "cached": 724 }, "recalled": 145, "queries": [ "kitchen gadget", "bought for kitchen", "new appliance", "Air Fryer", "purchased", "cooking tool" ], "blockRows": 54, "blockChars": 36404, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:44.759Z" } } }, { "id": "6aeb4375_abs", "type": "knowledge-update", "question": "How many Italian restaurants have I tried in my city?", "answer": "The information provided is not enough. You mentioned trying Korean restaurants but not Italian restaurants.", "abstain": true, "mem": "on", "response": "I've scanned through all the conversations in MEMORY, and I don't find any mention of Italian restaurants you've tried in your city.\n\nThe excerpts do mention several restaurants you've explored:\n- **Korean restaurants**: You mentioned trying four different Korean restaurants (from the conversation on 2023-05-26), with specific dishes like bibimbap, kimchi stew, and japchae with sweet potato noodles (from 2023-05-20).\n- **Indian restaurants**: You mentioned a new Indian restaurant in your neighborhood that you were interested in trying.\n\nHowever, there is no information about Italian restaurants you have tried.\n\nI cannot provide a count of Italian restaurants you've tried, as none are mentioned in the conversations.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9595, "ingest": { "rows": 750, "ms": 118, "cached": 750 }, "recalled": 129, "queries": [ "Italian restaurant", "ate at Italian", "dinner Italian", "tried Italian", "Italian food", "restaurant in my city" ], "blockRows": 54, "blockChars": 36595, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:46.664Z" } } }, { "id": "031748ae_abs", "type": "knowledge-update", "question": "How many engineers do I lead when I just started my new role as Software Engineer Manager?", "answer": "The information provided is not enough. You mentioned starting the role as Senior Software Engineer but not Software Engineer Manager.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I cannot find information about how many engineers you lead in a role as \"Software Engineer Manager.\"\n\nHowever, I do find that in a previous conversation on 2023-05-25 (Thu), you clarified that you lead **4 engineers** in your role as **Senior Software Engineer**. Later in that same conversation, you then corrected yourself, stating: \"I lead a team of 4 engineers in my new role as Senior Software Engineer. So, we'll have 4 engineers, plus my manager Rachel, making it a total of 5 people from our team attending the outing.\"\n\nThen on 2023-05-27 (Sat), there was a mention of you leading \"a team of five engineers,\" though this appears to be a discrepancy with the earlier clarification of 4 engineers.\n\nIf you've recently started a new role as **Software Engineer Manager** (distinct from Senior Software Engineer), that information is not in the memory excerpts provided. Could you clarify if this is a new role you've recently taken on, or if you're asking about your current role as Senior Software Engineer?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 11456, "ingest": { "rows": 770, "ms": 128, "cached": 770 }, "recalled": 146, "queries": [ "how many engineers", "team size", "direct reports", "new role", "Software Engineer Manager", "started as manager" ], "blockRows": 55, "blockChars": 36904, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:48.791Z" } } }, { "id": "2698e78f_abs", "type": "knowledge-update", "question": "How often do I see Dr. Johnson?", "answer": "The information provided is not enough. You mentioned seeing Dr. Smith but not Dr. Johnson.", "abstain": true, "mem": "on", "response": "I don't have any information in my memory about you seeing a Dr. Johnson. \n\nHowever, I do have information about **Dr. Smith**, whom you see regularly for therapy. According to our conversations, you mentioned that you see Dr. Smith **every week** (as of late May 2023), and you have therapy sessions with her every two weeks to discuss your progress on topics like anxiety management, self-care, and setting healthy boundaries.\n\nIs it possible you meant Dr. Smith, or do you have a separate doctor named Dr. Johnson that we haven't discussed?", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 11244, "ingest": { "rows": 714, "ms": 89, "cached": 714 }, "recalled": 99, "queries": [ "Dr. Johnson", "appointment with Dr. Johnson", "visit Dr. Johnson", "seeing Dr. Johnson", "medical checkup Dr. Johnson", "schedule Dr. Johnson" ], "blockRows": 62, "blockChars": 36519, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:50.601Z" } } }, { "id": "2133c1b5_abs", "type": "knowledge-update", "question": "How long have I been living in my current apartment in Shinjuku?", "answer": "The information provided is not enough. You mentioned living in Harajuku but not Shinjuku.", "abstain": true, "mem": "on", "response": "I cannot find information in the excerpts about you living in an apartment in Shinjuku. \n\nThe excerpts show that you've been living in **Harajuku** for 3 months (as of 2023-10-15), and before that you mentioned living in a studio apartment in Harajuku for about a month as of 2023-04-11. However, there is no mention of Shinjuku in the memory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 10401, "ingest": { "rows": 720, "ms": 132, "cached": 720 }, "recalled": 149, "queries": [ "Shinjuku apartment", "moved into Shinjuku", "lease start date", "when did I move to Shinjuku", "apartment contract", "Shinjuku address" ], "blockRows": 57, "blockChars": 36695, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:52.535Z" } } }, { "id": "0ddfec37_abs", "type": "knowledge-update", "question": "How many autographed football have I added to my collection in the first three months of collection?", "answer": "The information provided is not enough. You mentioned collecting autographed baseball but not football.", "abstain": true, "mem": "on", "response": "Based on the memory excerpts, I cannot find information about autographed **footballs** in your collection. \n\nHowever, I did find information about autographed **baseballs**. According to a conversation on 2023-05-20 (Sat), you mentioned: \"I just got a signed baseball of his last week and it's a great addition to my collection - that's 15 autographed baseballs since I started collecting three months ago!\"\n\nThen, in a later conversation on 2023-05-22 (Mon), you noted that you had added 20 autographed baseballs in the past few months.\n\nIf you're asking about autographed **baseballs** specifically in your first three months of collecting, the answer is **15 autographed baseballs** (as stated on 2023-05-20).", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 9157, "ingest": { "rows": 714, "ms": 130, "cached": 714 }, "recalled": 98, "queries": [ "autographed football", "signed football", "football collection", "added to collection", "bought football", "received football" ], "blockRows": 63, "blockChars": 36648, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:54.538Z" } } }, { "id": "f685340e_abs", "type": "knowledge-update", "question": "How often do I play table tennis with my friends at the local park?", "answer": "The information provided is not enough. You mentioned playing tennis but not table tennis.", "abstain": true, "mem": "on", "response": "Based on the excerpts in my memory, I don't have information about you playing table tennis with friends at the local park.\n\nHowever, I do have information about you playing **tennis** (not table tennis) with your friends. According to the conversation on 2023-05-22, you mentioned you play tennis with your friends at the local park on a weekly basis during your tennis sessions. In a later conversation on 2023-05-23, you clarified that you play tennis with your friends \"every other week\" at the local park on Sundays.\n\nSo to clarify: **You play tennis (not table tennis) with your friends every other week on Sundays at the local park.**", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 1, "ms": 10978, "ingest": { "rows": 724, "ms": 94, "cached": 724 }, "recalled": 86, "queries": [ "table tennis park", "ping pong park", "played table tennis with friends", "went to the park for table tennis", "table tennis session", "ping pong with friends" ], "blockRows": 53, "blockChars": 36499, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:56.465Z" } } }, { "id": "89941a94", "type": "knowledge-update", "question": "Before I purchased the gravel bike, do I have other bikes in addition to my mountain bike and my commuter bike?", "answer": "Yes. (You have a road bike too.)", "abstain": false, "mem": "on", "response": "Based on the memory excerpts, before you purchased the gravel bike, you had three bikes: a road bike, a mountain bike, and a commuter bike.\n\nYou mentioned this on 2023-05-25: \"I've been using it along with my other two bikes, a mountain bike and a commuter bike,\" referring to your road bike. Then on 2023-05-28, you stated: \"I'll actually have four bikes with me on this trip - my road bike, mountain bike, commuter bike, and a new hybrid bike I just purchased.\"\n\nHowever, I should note that the excerpts do not mention a \"gravel bike\" specifically. You purchased a new hybrid bike, not a gravel bike. Before that purchase, you had three bikes: road bike, mountain bike, and commuter bike.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0667, "ms": 9575, "ingest": { "rows": 773, "ms": 145, "cached": 773 }, "recalled": 63, "queries": [ "my bikes", "bought a bike", "new bike", "bicycle collection", "mountain bike", "commuter bike" ], "blockRows": 51, "blockChars": 35993, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:43:58.449Z" } } }, { "id": "07741c45", "type": "knowledge-update", "question": "Where do I currently keep my old sneakers?", "answer": "in a shoe rack in my closet", "abstain": false, "mem": "on", "response": "Based on our past conversations, you initially kept your old sneakers **under your bed for storage** (mentioned on 2023-05-25). However, you've since made plans to address this storage situation.\n\nYou mentioned on 2023-05-29 that you were planning to **organize your closet this weekend and store your old sneakers in a shoe rack** in your closet, as they were taking up space.\n\nSo your current storage plan is to keep them in a **shoe rack in your closet** rather than under the bed.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1111, "ms": 9315, "ingest": { "rows": 755, "ms": 335, "cached": 755 }, "recalled": 84, "queries": [ "old sneakers", "where did I put my sneakers", "sneakers storage", "shoe box", "closet sneakers", "garage sneakers" ], "blockRows": 57, "blockChars": 36222, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:00.416Z" } } }, { "id": "7161e7e2", "type": "single-session-assistant", "question": "I'm checking our previous chat about the shift rotation sheet for GM social media agents. Can you remind me what was the rotation for Admon on a Sunday?", "answer": "Admon was assigned to the 8 am - 4 pm (Day Shift) on Sundays.", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-24, here's what the shift rotation sheet showed for Admon on Sunday:\n\n**Sunday: Admon - 8 am - 4 pm (Day Shift)**\n\nAdmon was assigned to work the 8 am to 4 pm day shift on Sunday in that week's rotation.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3793, "ms": 9363, "ingest": { "rows": 785, "ms": 145, "cached": 785 }, "recalled": 110, "queries": [ "shift rotation sheet GM social media agents", "Admon Sunday rotation", "Admon shift Sunday", "GM social media agent schedule", "rotation for Admon", "Sunday shift rotation" ], "blockRows": 61, "blockChars": 37094, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:02.385Z" } } }, { "id": "c4f10528", "type": "single-session-assistant", "question": "I'm planning to visit Bandung again and I was wondering if you could remind me of the name of that restaurant in Cihampelas Walk that serves a great Nasi Goreng?", "answer": "Miss Bee Providore", "abstain": false, "mem": "on", "response": "Based on our previous conversation, the restaurant you're thinking of is **Miss Bee Providore**, located in the Cihampelas Walk area. \n\nYou mentioned that you were definitely going to try their **Miss Bee's Nasi Goreng** and finish it off with their chocolate brownie. Their Nasi Goreng is served with a side of prawn crackers and topped with a fried egg, and it's one of their signature dishes that comes highly recommended!\n\nI hope you have another great meal there on your next visit to Bandung!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0698, "ms": 15540, "ingest": { "rows": 739, "ms": 88, "cached": 739 }, "recalled": 120, "queries": [ "Bandung Cihampelas Walk restaurant", "Nasi Goreng Cihampelas Walk", "best Nasi Goreng Bandung", "Cihampelas Walk food", "where did I eat Nasi Goreng in Bandung", "restaurants in Cihampelas Walk" ], "blockRows": 52, "blockChars": 36659, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:04.304Z" } } }, { "id": "89527b6b", "type": "single-session-assistant", "question": "I'm going back to our previous conversation about the children's book on dinosaurs. Can you remind me what color was the scaly body of the Plesiosaur in the image?", "answer": "The Plesiosaur had a blue scaly body.", "abstain": false, "mem": "on", "response": "Based on the children's book we created together on 2023-05-23, the Plesiosaur had a **blue scaly body**. \n\nHere's the exact description from the image we wrote: \"A Plesiosaur is shown swimming in the ocean, with its long neck and flippers in motion. The Plesiosaur has a blue scaly body, and its eyes are fixed on something in the distance.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1724, "ms": 12101, "ingest": { "rows": 724, "ms": 172, "cached": 724 }, "recalled": 122, "queries": [ "children's book dinosaurs", "Plesiosaur color", "Plesiosaur image", "scaly body color", "dinosaur book illustration", "what color was the Plesiosaur" ], "blockRows": 40, "blockChars": 36535, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:06.333Z" } } }, { "id": "e9327a54", "type": "single-session-assistant", "question": "I'm planning to revisit Orlando. I was wondering if you could remind me of that unique dessert shop with the giant milkshakes we talked about last time?", "answer": "The Sugar Factory at Icon Park.", "abstain": false, "mem": "on", "response": "Based on our previous conversation, the dessert shop you're looking for is **The Sugar Factory**, located at Icon Park in Orlando. \n\nI recommended it to you on 2023-05-21 as a place your family could visit after dinner, and I specifically mentioned that it \"offers an enormous menu of sweet treats, including specialty drinks and giant milkshakes.\"\n\nThis sounds like it would be perfect for another visit to Orlando!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1389, "ms": 8587, "ingest": { "rows": 764, "ms": 133, "cached": 764 }, "recalled": 119, "queries": [ "Orlando dessert shop", "giant milkshakes Orlando", "unique dessert Orlando", "milkshake shop", "Orlando sweets", "best milkshakes Orlando" ], "blockRows": 59, "blockChars": 36617, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:08.367Z" } } }, { "id": "4c36ccef", "type": "single-session-assistant", "question": "Can you remind me of the name of the romantic Italian restaurant in Rome you recommended for dinner?", "answer": "Roscioli", "abstain": false, "mem": "on", "response": "Based on our conversation, the romantic Italian restaurant in Rome I recommended for dinner is **Roscioli**.\n\nI suggested it because it has a cozy and intimate atmosphere with soft lighting and excellent service, along with a great wine list and high-quality menu made with fresh ingredients. You can even request a private wine and cheese tasting for a unique and romantic dining experience.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0333, "ms": 9851, "ingest": { "rows": 757, "ms": 95, "cached": 757 }, "recalled": 82, "queries": [ "romantic Italian restaurant Rome", "dinner recommendation Rome", "restaurant in Rome", "where to eat in Rome", "best romantic dinner Rome", "Italian restaurant Rome recommendation" ], "blockRows": 58, "blockChars": 36511, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:10.316Z" } } }, { "id": "6ae235be", "type": "single-session-assistant", "question": "I remember you told me about the refining processes at CITGO's three refineries earlier. Can you remind me what kind of processes are used at the Lake Charles Refinery?", "answer": "Atmospheric distillation, fluid catalytic cracking (FCC), alkylation, and hydrotreating.", "abstain": false, "mem": "on", "response": "Based on our earlier conversation on 2023-05-28, here are the refining processes used at the CITGO Lake Charles Refinery:\n\n1. **Atmospheric distillation**: This is the first step in the refining process, where crude oil is heated and separated into different fractions based on their boiling points.\n\n2. **Fluid catalytic cracking (FCC)**: This process breaks down heavier fractions of crude oil into lighter, more valuable products such as gasoline and diesel fuel.\n\n3. **Alkylation**: This process combines smaller molecules to form larger ones, creating high-octane gasoline components.\n\n4. **Hydrotreating**: This process removes impurities from the gasoline and diesel fractions to improve their quality.\n\nThese four processes work together to convert crude oil into refined petroleum products at the Lake Charles facility.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1429, "ms": 12238, "ingest": { "rows": 718, "ms": 154, "cached": 718 }, "recalled": 104, "queries": [ "CITGO Lake Charles refinery processes", "Lake Charles refining", "CITGO refineries", "refining processes", "what happens at Lake Charles", "CITGO refining operations" ], "blockRows": 52, "blockChars": 36638, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:12.282Z" } } }, { "id": "7e00a6cb", "type": "single-session-assistant", "question": "I'm planning my trip to Amsterdam again and I was wondering, what was the name of that hostel near the Red Light District that you recommended last time?", "answer": "International Budget Hostel", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-27, the hostel near the Red Light District that I recommended was the **International Budget Hostel**. \n\nI described it as \"situated near the famous Red Light District and offers affordable dormitory-style rooms and private rooms. The hostel has a fully equipped kitchen and a lounge area.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1176, "ms": 11967, "ingest": { "rows": 795, "ms": 150, "cached": 795 }, "recalled": 133, "queries": [ "Amsterdam hostel Red Light District", "recommended hostel Amsterdam", "where to stay in Amsterdam", "hostel near Red Light District", "Amsterdam trip recommendations", "hostel name Amsterdam" ], "blockRows": 54, "blockChars": 37207, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:14.227Z" } } }, { "id": "1903aded", "type": "single-session-assistant", "question": "I think we discussed work from home jobs for seniors earlier. Can you remind me what was the 7th job in the list you provided?", "answer": "Transcriptionist.", "abstain": false, "mem": "on", "response": "Yes, we did discuss work from home jobs for seniors! Looking back at the conversation from 2023-05-26 (Fri), the 7th job in the list I provided was:\n\n**Transcriptionist**\n\nHere's the full context - the list included:\n1. Virtual customer service representative\n2. Telehealth professional\n3. Remote bookkeeper\n4. Virtual tutor or teacher\n5. Freelance writer or editor\n6. Online survey taker\n7. **Transcriptionist**\n8. Social media manager\n9. Virtual travel agent\n10. E-commerce seller\n... and more", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0267, "ms": 14714, "ingest": { "rows": 735, "ms": 120, "cached": 735 }, "recalled": 109, "queries": [ "work from home jobs for seniors", "remote jobs for seniors", "remote work list seniors", "jobs for elderly work from home", "WFH jobs for seniors", "senior remote employment options" ], "blockRows": 51, "blockChars": 36739, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:16.083Z" } } }, { "id": "ceb54acb", "type": "single-session-assistant", "question": "In our previous chat, you suggested 'sexual compulsions' and a few other options for alternative terms for certain behaviors. Can you remind me what the other four options were?", "answer": "I suggested 'sexual fixations', 'problematic sexual behaviors', 'sexual impulsivity', and 'compulsive sexuality'.", "abstain": false, "mem": "on", "response": "I can see from the memory that on 2023-05-27 (Sat), in session answer_sharegpt_cGdjmYo_0, I suggested four alternatives to \"sexual compulsions\":\n\n1. **Sexual fixations** - This term implies a strong preoccupation with sexual thoughts or behaviors that may interfere with other areas of life.\n2. **Problematic sexual behaviors** - This phrase is straightforward and describes behaviors that cause problems or difficulties in an individual's life.\n3. **Sexual impulsivity** - This term emphasizes the impulsive or compulsive nature of certain sexual behaviors and the difficulties individuals may face in controlling them.\n4. **Compulsive sexuality** - This phrase emphasizes the compulsive nature of certain sexual behaviors and the difficulties individuals may face in breaking free from them.\n\nThese were the four options I provided when you asked me to think of something better than my initial suggestions.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1714, "ms": 11509, "ingest": { "rows": 735, "ms": 132, "cached": 735 }, "recalled": 127, "queries": [ "sexual compulsions", "alternative terms for behaviors", "suggested terms for behaviors", "terminology for sexual behaviors", "options for sexual compulsions", "behavioral labels" ], "blockRows": 56, "blockChars": 37170, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:18.035Z" } } }, { "id": "f523d9fe", "type": "single-session-assistant", "question": "I wanted to check back on our previous conversation about Netflix. I mentioned that I wanted to be able to access all seasons of old shows? Do you remember what show I used as an example, the one that only had the last season available?", "answer": "Doc Martin", "abstain": false, "mem": "on", "response": "Yes, I remember! You used **\"Doc Martin\"** as your example. You mentioned that after a while, Netflix took down the show, and now you only have access to the last season, when you'd prefer to be able to watch all the seasons.\n\nThis was part of your feedback during the Netflix interview on 2023-05-26, where you were discussing ways Netflix could improve its service.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0625, "ms": 9144, "ingest": { "rows": 747, "ms": 154, "cached": 747 }, "recalled": 110, "queries": [ "Netflix old shows", "Netflix seasons available", "Netflix example show", "only last season available", "Netflix missing seasons", "show with only one season" ], "blockRows": 56, "blockChars": 36719, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T05:44:20.007Z" } } }, { "id": "0e5e2d1a", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about binaural beats for anxiety and depression. Can you remind me how many subjects were in the study published in the journal Music and Medicine that found significant reductions in symptoms of depression, anxiety, and stress?", "answer": "38 subjects", "abstain": false, "mem": "on", "response": "Based on the memory of our previous conversation on 2023-05-26 (Fri), the study published in the journal Music and Medicine involved **38 subjects** who listened to binaural beats for 30 minutes daily for three weeks. The study found significant reductions in symptoms of depression, anxiety, and stress.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0851, "ms": 14595, "ingest": { "rows": 716, "ms": 110, "cached": 716 }, "recalled": 100, "queries": [ "binaural beats anxiety depression", "Music and Medicine study", "binaural beats study subjects", "Music and Medicine binaural beats", "reductions in symptoms of depression anxiety and stress", "how many subjects in the binaural beats study" ], "blockRows": 54, "blockChars": 36450, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:21.957Z" } } }, { "id": "fea54f57", "type": "single-session-assistant", "question": "I was thinking about our previous conversation about the Fifth Album, and I was wondering if you could remind me what song you said best exemplified the band's growth and development as artists?", "answer": "Evolution", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-25, I recommended the song **\"Evolution\"** as the one that best exemplifies the band's growth and development as artists.\n\nI noted that \"Evolution\" showcases a departure from the band's earlier, more straightforward pop rock sound and leans towards a more experimental, genre-bending approach, particularly with the use of electronic and synthetic sounds. Lyrically, it reflects the band's maturity, moving away from themes of teenage angst and rebellion to more introspective themes such as personal growth and change.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0244, "ms": 8610, "ingest": { "rows": 774, "ms": 136, "cached": 774 }, "recalled": 136, "queries": [ "Fifth Album", "band's growth", "band's development", "best song", "exemplified growth", "artist development" ], "blockRows": 52, "blockChars": 36701, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:23.923Z" } } }, { "id": "cc539528", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about front-end and back-end development. Can you remind me of the specific back-end programming languages you recommended I learn?", "answer": "I recommended learning Ruby, Python, or PHP as a back-end programming language.", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-26 (Fri), I recommended the following back-end programming languages for you to learn:\n\n1. **Ruby**\n2. **Python**\n3. **PHP**\n\nI suggested that once you've mastered the basics of front-end development (HTML, CSS, and JavaScript), you should start learning one of these back-end programming languages so you can build server-side applications and work with databases.\n\nI also mentioned that there are online resources available for learning these languages, including:\n- **NodeSchool** for Node.js\n- **Udacity** for courses on Python, SQL, and web frameworks like Flask and Django\n- **Coursera** for courses on Java and web application frameworks like Spring and Hibernate\n\nThe key was to find a resource that works for your learning style and to practice by building projects that incorporate both front-end and back-end development.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1224, "ms": 11686, "ingest": { "rows": 746, "ms": 142, "cached": 746 }, "recalled": 110, "queries": [ "back-end programming languages", "recommended back-end languages", "learn back-end development", "back-end vs front-end", "server-side languages", "what back-end language should I learn" ], "blockRows": 62, "blockChars": 36620, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:25.927Z" } } }, { "id": "dc439ea3", "type": "single-session-assistant", "question": "I was looking back at our previous conversation about Native American powwows and I was wondering, which traditional game did you say was often performed by skilled dancers at powwows?", "answer": "Hoop Dance", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-23, I mentioned that **Hoop Dance** is a traditional dance that involves intricate movements with multiple hoops, and is often performed by skilled dancers at powwows.\n\nTo quote what I said: \"Hoop Dance - This traditional dance involves intricate movements with multiple hoops, and is often performed by skilled dancers at powwows.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0667, "ms": 12959, "ingest": { "rows": 735, "ms": 126, "cached": 735 }, "recalled": 106, "queries": [ "Native American powwow games", "traditional game skilled dancers", "powwow dance games", "what game is performed at powwows", "traditional powwow activities", "skilled dancers game" ], "blockRows": 49, "blockChars": 36639, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:28.003Z" } } }, { "id": "18dcd5a5", "type": "single-session-assistant", "question": "I'm going back to our previous chat about the Lost Temple of the Djinn one-shot. Can you remind me how many mummies the party will face in the temple?", "answer": "4", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-29 (Mon), in \"The Lost Temple of the Djinn\" one-shot, the party will face **4 Mummies**.\n\nThe stat block listed them as:\n* Mummies (4)\n\nThese mummies are among the enemies guarding the temple's treasures, along with 2 Construct Guardians and 6 Skeletal Warriors.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0435, "ms": 11833, "ingest": { "rows": 765, "ms": 149, "cached": 765 }, "recalled": 134, "queries": [ "Lost Temple of the Djinn mummies", "how many mummies", "mummy encounter", "mummies in the temple", "mummy count", "Djinn one-shot enemies" ], "blockRows": 64, "blockChars": 36635, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:29.999Z" } } }, { "id": "488d3006", "type": "single-session-assistant", "question": "I'm planning to go back to the Natural Park of Moncayo mountain in Aragón and I was wondering, what was the name of that hiking trail you recommended that takes you through the park's most stunning landscapes and offers panoramic views of the surrounding mountainside?", "answer": "The GR-90 trail.", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-30, the hiking trail I recommended was the **GR-90**.\n\nI described it as a circular hiking trail that runs for approximately 36 kilometers and takes between two to three days to complete. The trail passes through several small towns and villages in the area and offers highlights including reaching the summit of Moncayo mountain (the highest peak in the park) and experiencing the beautiful Fuenfría waterfall. Along the way, you'll also see beautiful meadows, forests, and rock formations.\n\nI also recommended visiting during autumn, which you indicated was your preferred time to plan your trip.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0612, "ms": 10754, "ingest": { "rows": 758, "ms": 129, "cached": 758 }, "recalled": 106, "queries": [ "Natural Park of Moncayo", "Moncayo hiking trail", "Moncayo recommendation", "Aragón hiking", "Moncayo panoramic views", "Moncayo landscapes" ], "blockRows": 54, "blockChars": 36455, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:31.810Z" } } }, { "id": "58470ed2", "type": "single-session-assistant", "question": "I was going through our previous conversation about The Library of Babel, and I wanted to confirm - what did Borges say about the center and circumference of the Library?", "answer": "According to Borges, 'The Library is a sphere whose exact center is any one of its hexagons and whose circumference is inaccessible.'", "abstain": false, "mem": "on", "response": "Based on the memory from our conversation on 2023-05-28, Borges wrote:\n\n\"The Library is a sphere whose exact center is any one of its hexagons and whose circumference is inaccessible.\"\n\nThis quote highlights a key paradox in the story—the library's structure is such that any point can be considered the center, yet the circumference (the boundary or end of the library) remains impossible to reach. This reinforces the theme of infinite possibilities and the fundamental disorientation experienced by those searching for meaning within it.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3958, "ms": 12043, "ingest": { "rows": 740, "ms": 140, "cached": 740 }, "recalled": 93, "queries": [ "Borges Library of Babel center circumference", "Library of Babel center", "Library of Babel circumference", "what did Borges say about the center", "what did Borges say about the circumference", "Borges Library of Babel geometry" ], "blockRows": 43, "blockChars": 36512, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:33.610Z" } } }, { "id": "8cf51dda", "type": "single-session-assistant", "question": "I'm going back to our previous conversation about the grant aim page on molecular subtypes and endometrial cancer. Can you remind me what were the three objectives we outlined for the project?", "answer": "The three objectives were: 1) to identify molecular subtypes of endometrial cancer, 2) to investigate their clinical and biological significance, and 3) to develop biomarkers for early detection and prognosis.", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-29 (Mon), the three objectives we outlined for the grant aim page on molecular subtypes and endometrial cancer were:\n\n1. To identify molecular subtypes of endometrial cancer using a combination of genomic and transcriptomic approaches.\n\n2. To investigate the clinical and biological significance of the identified molecular subtypes, including their association with patient outcomes and response to therapy.\n\n3. To develop biomarkers for the early detection and prognosis of endometrial cancer based on the identified molecular subtypes.\n\nThese objectives were designed to provide a comprehensive approach to understanding the molecular mechanisms underlying endometrial cancer development and to translate that understanding into clinically useful tools for diagnosis and treatment.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.4328, "ms": 14631, "ingest": { "rows": 717, "ms": 108, "cached": 717 }, "recalled": 135, "queries": [ "grant aim page molecular subtypes endometrial cancer", "objectives for endometrial cancer project", "three objectives molecular subtypes", "endometrial cancer grant goals", "molecular subtypes project aims", "what are the objectives for the grant" ], "blockRows": 47, "blockChars": 36766, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:35.550Z" } } }, { "id": "1d4da289", "type": "single-session-assistant", "question": "I was thinking about our previous conversation about data privacy and security. You mentioned that companies use two-factor authentication to enhance security. Can you remind me what kind of two-factor authentication methods you were referring to?", "answer": "I mentioned biometric authentication or one-time passwords (OTP) as examples of two-factor authentication methods.", "abstain": false, "mem": "on", "response": "Yes, of course! In our previous conversation on 2023-05-23, when discussing data privacy and security measures that companies take, I mentioned two-factor authentication as a security enhancement.\n\nSpecifically, I stated: \"Two-factor authentication: Requiring two-factor authentication, such as biometric authentication or one-time passwords (OTP), enhances security by ensuring that only authorized users can access sensitive data.\"\n\nSo the two main types of two-factor authentication methods I was referring to were:\n\n1. **Biometric authentication** - This involves using physical characteristics like fingerprints, facial recognition, or iris scans to verify identity.\n\n2. **One-time passwords (OTP)** - These are temporary codes that are typically sent to a user's mobile device or email and must be entered along with the standard password to gain access.\n\nThese methods work by requiring two different forms of verification before granting access, making it much harder for unauthorized users to gain access even if they have obtained someone's password.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1765, "ms": 13040, "ingest": { "rows": 761, "ms": 181, "cached": 761 }, "recalled": 120, "queries": [ "two-factor authentication methods", "2FA types", "data privacy and security", "how companies enhance security", "authentication examples", "multi-factor authentication" ], "blockRows": 58, "blockChars": 36393, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:37.534Z" } } }, { "id": "8464fc84", "type": "single-session-assistant", "question": "I'm planning to visit the Vatican again and I was wondering if you could remind me of the name of that famous deli near the Vatican that serves the best cured meats and cheeses?", "answer": "Roscioli", "abstain": false, "mem": "on", "response": "Based on our previous conversation about visiting Rome and the Vatican, the famous deli you're thinking of is **Roscioli**. \n\nI recommended it to you on 2023-05-26 as \"a famous deli that serves the best cured meats, cheeses, and traditional Roman cuisine.\"\n\nIt's a great spot to grab some high-quality cured meats and cheeses near the Vatican!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0357, "ms": 11114, "ingest": { "rows": 738, "ms": 154, "cached": 738 }, "recalled": 141, "queries": [ "Vatican deli", "best cured meats Vatican", "cheese shop near Vatican", "Vatican food recommendations", "deli near St. Peter's", "where to eat near Vatican" ], "blockRows": 51, "blockChars": 36818, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:39.390Z" } } }, { "id": "8aef76bc", "type": "single-session-assistant", "question": "I'm going back to our previous conversation about DIY home decor projects using recycled materials. Can you remind me what sealant you recommended for the newspaper flower vase?", "answer": "Mod Podge or another sealant", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-20, when I suggested the Newspaper Flower Vase project, I recommended using **Mod Podge** as the sealant to make the vase water-resistant.\n\nHere's the exact line from that conversation: \"Roll up strips of newspaper to create a sturdy base, then weave them together to make a vase. Seal the vase with Mod Podge or another sealant to make it water-resistant.\"\n\nSo Mod Podge was my primary recommendation, with the option of using another sealant if you preferred.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1176, "ms": 10136, "ingest": { "rows": 735, "ms": 136, "cached": 735 }, "recalled": 126, "queries": [ "DIY home decor recycled materials", "newspaper flower vase", "sealant for newspaper vase", "newspaper vase project", "recycled materials home decor", "sealant recommendation" ], "blockRows": 56, "blockChars": 36701, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:41.319Z" } } }, { "id": "71a3fd6b", "type": "single-session-assistant", "question": "I'm planning my trip to Speyer again and I wanted to confirm, what's the phone number of the Speyer tourism board that you provided me earlier?", "answer": "+49 (0) 62 32 / 14 23 - 0", "abstain": false, "mem": "on", "response": "Based on our earlier conversation on 2023-05-29 (Mon), the phone number of the Speyer tourism board that I provided is:\n\n**+49 (0) 62 32 / 14 23 - 0**\n\nThis is the contact number for Speyer Tourismus Marketing GmbH, located at Maximilianstraße 13, 67346 Speyer. You can also reach them via email at info@speyer.de or visit their website at https://www.speyer.de/", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2029, "ms": 12402, "ingest": { "rows": 694, "ms": 64, "cached": 694 }, "recalled": 107, "queries": [ "Speyer tourism board phone number", "Speyer tourism office contact", "Speyer tourism board", "phone number Speyer", "tourism board Speyer", "Speyer travel contact" ], "blockRows": 50, "blockChars": 36837, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:43.556Z" } } }, { "id": "2bf43736", "type": "single-session-assistant", "question": "I was going through our previous chat and I wanted to clarify something about the prayer of beginners in Tanqueray's Spiritual Life treatise. Can you remind me which chapter of the second part discusses vocal prayer and meditation?", "answer": "Chapter 4 of Book 1, titled 'Vocal Prayer and Meditation'.", "abstain": false, "mem": "on", "response": "Based on our previous conversation, Chapter 4 of Book 1 of the second part of Adolphe Tanqueray's Spiritual Life treatise is titled \"Vocal Prayer and Meditation\" and discusses the prayer of beginners. This is the chapter where Tanqueray talks about vocal prayer and meditation as forms of prayer suitable for those beginning their spiritual journey.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.3175, "ms": 11351, "ingest": { "rows": 731, "ms": 128, "cached": 731 }, "recalled": 87, "queries": [ "Tanqueray Spiritual Life prayer of beginners", "Tanqueray second part vocal prayer", "Tanqueray second part meditation", "vocal prayer and meditation chapter", "Tanqueray treatise prayer of beginners", "which chapter discusses vocal prayer" ], "blockRows": 49, "blockChars": 36719, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:45.402Z" } } }, { "id": "70b3e69b", "type": "single-session-assistant", "question": "I was going through our previous conversation about the impact of the political climate in Catalonia on its literature and music. Can you remind me of the example you gave of a Spanish-Catalan singer-songwriter who supports unity between Catalonia and Spain?", "answer": "Manolo García", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-21, the Spanish-Catalan singer/songwriter I mentioned who supports unity between Catalonia and Spain is **Manolo García**. \n\nI noted that he \"has spoken publicly about his support for unity between catalonia and spain. he has expressed his belief that catalonia is an integral part of spain and that the two should work together to resolve their differences.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0625, "ms": 11103, "ingest": { "rows": 753, "ms": 171, "cached": 753 }, "recalled": 82, "queries": [ "Catalonia political climate literature music", "Spanish-Catalan singer-songwriter unity", "singer-songwriter Catalonia Spain unity", "Catalan music political impact", "Catalonia unity artist", "Spanish-Catalan musician unity" ], "blockRows": 64, "blockChars": 36708, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:47.279Z" } } }, { "id": "8752c811", "type": "single-session-assistant", "question": "I remember you provided a list of 100 prompt parameters that I can specify to influence your output. Can you remind me what was the 27th parameter on that list?", "answer": "The 27th parameter was 'Sound effects (e.g., ambient, diegetic, non-diegetic, etc.)'.", "abstain": false, "mem": "on", "response": "Looking back at the conversation from 2023-05-22, I provided you with a list of 100 prompt parameters. However, the memory excerpt shows the list was cut off and incomplete—it goes from parameter 20 (Allusion) and then jumps to parameters 45-49 (Pitch, Speed, Diction, Rhythm, Timing), with significant gaps in between.\n\nThe excerpt does not contain parameter 27, so I cannot tell you what it was from the information available to me. The list appears to have been truncated in the memory record, and the complete parameter 27 is not included in what was saved from that conversation.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0385, "ms": 12400, "ingest": { "rows": 742, "ms": 169, "cached": 742 }, "recalled": 111, "queries": [ "100 prompt parameters", "list of prompt parameters", "influence your output parameters", "27th parameter", "prompt parameters list", "parameters to influence output" ], "blockRows": 57, "blockChars": 37375, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T05:44:49.217Z" } } }, { "id": "3249768e", "type": "single-session-assistant", "question": "I'm looking back at our previous conversation about building a cocktail bar. You recommended five bottles to make the widest variety of gin-based cocktails. Can you remind me what the fifth bottle was?", "answer": "Absinthe", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-23, I recommended these five bottles for making the widest variety of gin-based cocktails:\n\n1. Sweet Vermouth\n2. Dry Vermouth\n3. Campari\n4. Elderflower Liqueur\n5. **Absinthe**\n\nThe fifth bottle was **Absinthe** - described as \"a strong and herbal liqueur that is used in classic cocktails like the Sazerac and Corpse Reviver #2. It adds a complex and anise-flavored element to drinks.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0299, "ms": 11439, "ingest": { "rows": 727, "ms": 138, "cached": 727 }, "recalled": 109, "queries": [ "cocktail bar gin bottles", "five bottles gin cocktails", "recommended gin bottles", "gin-based cocktail list", "fifth bottle gin", "building a cocktail bar" ], "blockRows": 46, "blockChars": 36529, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:51.141Z" } } }, { "id": "1b9b7252", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about mindfulness techniques. You mentioned some great resources for guided imagery exercises, can you remind me of the website that had free exercises like 'The Mountain Meditation' and 'The Body Scan Meditation'?", "answer": "Mindful.org.", "abstain": false, "mem": "on", "response": "Based on our previous conversation, the website you're looking for is **Mindful.org**. \n\nI mentioned it as a resource that includes guided imagery exercises available for free, specifically citing \"The Mountain Meditation\" and \"The Body Scan Meditation\" as examples of the types of exercises they offer.\n\nThis was discussed on 2023-05-25 (Thu) when we were talking about guided imagery exercises and resources to support your mindfulness practice.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0597, "ms": 8969, "ingest": { "rows": 720, "ms": 162, "cached": 720 }, "recalled": 134, "queries": [ "mindfulness techniques", "guided imagery exercises", "The Mountain Meditation", "The Body Scan Meditation", "free meditation website", "meditation resources" ], "blockRows": 47, "blockChars": 36446, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:52.954Z" } } }, { "id": "1568498a", "type": "single-session-assistant", "question": "I'm looking back at our previous chess game and I was wondering, what was the move you made after 27. Kg2 Bd5+?", "answer": "28. Kg3", "abstain": false, "mem": "on", "response": "Looking back at our chess game from 2023-05-21, after you played 27. Kg2 Bd5+, I responded with:\n\n**28. Kg3**\n\nThis was my move to get my king out of check from your bishop on d5.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1026, "ms": 8959, "ingest": { "rows": 732, "ms": 138, "cached": 732 }, "recalled": 121, "queries": [ "chess game", "27. Kg2 Bd5+", "move after Bd5+", "chess match", "chess notation", "last chess game" ], "blockRows": 68, "blockChars": 36552, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:54.792Z" } } }, { "id": "6222b6eb", "type": "single-session-assistant", "question": "I was going through our previous conversation about atmospheric correction methods, and I wanted to confirm - you mentioned that 6S, MAJA, and Sen2Cor are all algorithms for atmospheric correction of remote sensing images. Can you remind me which one is implemented in the SIAC_GEE tool?", "answer": "The 6S algorithm is implemented in the SIAC_GEE tool.", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-27, I can confirm that **6S (Second Simulation of a Satellite Signal in the Solar Spectrum)** is the algorithm implemented in the SIAC_GEE tool.\n\nHere's the relevant quote from that conversation:\n\n\"6S (Second Simulation of a Satellite Signal in the Solar Spectrum) algorithm, is a radiative transfer model that simulates the interactions between electromagnetic radiation and the Earth's atmosphere, land, and water surfaces. It is implemented in the SIAC_GEE (Sentinel-2 Image Atmospheric Correction in Google Earth Engine) tool.\"\n\nSo to recap the three methods:\n- **6S** → implemented in SIAC_GEE\n- **MAJA** → implemented in MAJA software (developed by CNES, the French Space Agency)\n- **Sen2Cor** → implemented in Sen2Cor software (developed by ESA, the European Space Agency)", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 13350, "ingest": { "rows": 762, "ms": 146, "cached": 762 }, "recalled": 103, "queries": [ "SIAC_GEE atmospheric correction", "SIAC_GEE 6S", "SIAC_GEE MAJA", "SIAC_GEE Sen2Cor", "atmospheric correction methods remote sensing", "which algorithm is in SIAC_GEE" ], "blockRows": 65, "blockChars": 36406, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:56.864Z" } } }, { "id": "e8a79c70", "type": "single-session-assistant", "question": "I was going through our previous conversation about making a classic French omelette, and I wanted to confirm - how many eggs did you say we need for the recipe?", "answer": "2-3 eggs", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-21, I recommended **2-3 eggs** for a classic French omelette.\n\nHowever, I should note that in a later conversation on 2023-05-22, I provided a recipe for a **3-egg omelette** specifically, which gave more detailed instructions for that larger version.\n\nSo the answer depends on which version you're making: the original classic French omelette called for 2-3 eggs, while the \"outstanding 3 egg omelette\" recipe used 3 large eggs.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0779, "ms": 10408, "ingest": { "rows": 739, "ms": 112, "cached": 739 }, "recalled": 112, "queries": [ "classic French omelette recipe", "how many eggs for omelette", "French omelette ingredients", "eggs for French omelette", "making a French omelette", "omelette recipe eggs" ], "blockRows": 50, "blockChars": 36372, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:44:58.776Z" } } }, { "id": "d596882b", "type": "single-session-assistant", "question": "I'm planning another trip to New York City and I was wondering if you could remind me of that vegan eatery you recommended last time, the one with multiple locations throughout the city?", "answer": "By Chloe", "abstain": false, "mem": "on", "response": "Based on our previous conversations, the vegan eatery I recommended was **By Chloe**, which has multiple locations throughout New York City. They offer vegan burgers, salads, pastas, and baked goods.\n\nI also recommended several other vegan and vegetarian options in NYC during our earlier conversation on 2023-05-25, including:\n- **Candle 79** (Upper East Side) - upscale vegan cuisine with organic, locally-sourced ingredients\n- **Superiority Burger** (East Village) - popular for plant-based burgers and unique vegetarian sides\n- **Peacefood Cafe** - cozy spot with vegan soups, sandwiches, salads, and desserts\n\nI hope this helps with your upcoming NYC trip! Enjoy your meals!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.04, "ms": 12029, "ingest": { "rows": 735, "ms": 154, "cached": 735 }, "recalled": 113, "queries": [ "vegan eatery New York City", "NYC vegan restaurant recommendation", "vegan food NYC multiple locations", "where to eat vegan in New York", "vegan spots in NYC", "recommended vegan restaurant NYC" ], "blockRows": 53, "blockChars": 36596, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:00.792Z" } } }, { "id": "e3fc4d6e", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about the fusion breakthrough at Lawrence Livermore National Laboratory. Can you remind me who is the President's Chief Advisor for Science and Technology mentioned in the article?", "answer": "Dr. Arati Prabhakar", "abstain": false, "mem": "on", "response": "Based on the memory from our conversation on 2023-05-26, the President's Chief Advisor for Science and Technology mentioned in the fusion breakthrough article is **Dr. Arati Prabhakar**, who also serves as Director of the White House Office of Science and Technology Policy.\n\nShe was quoted in the article saying: \"We have had a theoretical understanding of fusion for over a century, but the journey from knowing to doing can be long and arduous. Today's milestone shows what we can do with perseverance.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0741, "ms": 12820, "ingest": { "rows": 760, "ms": 170, "cached": 760 }, "recalled": 143, "queries": [ "fusion breakthrough Lawrence Livermore National Laboratory", "President's Chief Advisor for Science and Technology", "LLNL fusion article", "who is the science advisor", "fusion energy breakthrough", "Chief Advisor for Science and Technology name" ], "blockRows": 43, "blockChars": 36931, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:02.730Z" } } }, { "id": "51b23612", "type": "single-session-assistant", "question": "I was going through our previous conversation about political propaganda and humor, and I was wondering if you could remind me of that Soviet cartoon you mentioned that mocked Western culture?", "answer": "Nu, pogodi!", "abstain": false, "mem": "on", "response": "Yes, I mentioned that Soviet propaganda used humor and satire to criticize Western powers and promote Communist ideology. The specific example I provided was **\"Nu, pogodi!\"** (which translates to \"Just you wait!\").\n\nAccording to what I said in our conversation on 2023-05-29, this was a popular Soviet cartoon that mocked Western culture and portrayed the Soviet Union as superior.\n\nHowever, I should note that while I provided this example, I don't have detailed information in our conversation history about the specific content or episodes of this cartoon. If you're interested in learning more about how this cartoon specifically mocked Western culture, I'd recommend doing some additional research on the show itself.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": true, "f1": 0.0354, "ms": 10711, "ingest": { "rows": 734, "ms": 102, "cached": 734 }, "recalled": 105, "queries": [ "Soviet cartoon Western culture", "Soviet animation propaganda", "mocking Western culture cartoon", "political propaganda humor", "Soviet satire West", "cartoon about capitalism" ], "blockRows": 50, "blockChars": 36643, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:04.549Z" } } }, { "id": "3e321797", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about natural remedies for dark circles under the eyes. You mentioned applying tomato juice mixed with lemon juice, how long did you say I should leave it on for?", "answer": "10 minutes", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-28, I recommended applying tomato juice mixed with lemon juice on your under-eye area and washing it off after **10 minutes** with cold water for lightening dark circles.\n\nHowever, I should note that as an AI, I haven't personally tried these remedies. I also want to remind you that it's important to consult with your doctor before trying any new remedies, especially if you have sensitive skin or any pre-existing conditions. You mentioned you were planning to book an appointment with your doctor the following week, so it would be good to discuss this remedy with them first to ensure it's safe for your skin type.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0339, "ms": 11153, "ingest": { "rows": 749, "ms": 141, "cached": 749 }, "recalled": 121, "queries": [ "dark circles natural remedies", "tomato juice lemon juice eyes", "how long to leave tomato juice on", "tomato lemon mixture for eyes", "remedies for under eye circles", "applying tomato juice to face" ], "blockRows": 50, "blockChars": 36891, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:06.545Z" } } }, { "id": "e982271f", "type": "single-session-assistant", "question": "I was going through our previous chat. Can you remind me of the name of the last venue you recommended in the list of popular venues in Portland for indie music shows?", "answer": "Revolution Hall", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-25 (Thu), the last venue I recommended in the list of popular venues in Portland for indie music shows was **Revolution Hall**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1333, "ms": 9134, "ingest": { "rows": 830, "ms": 134, "cached": 830 }, "recalled": 101, "queries": [ "popular venues in Portland indie music", "Portland indie music show recommendations", "Portland music venues list", "last venue recommended Portland", "indie music venues Portland", "Portland venue suggestions" ], "blockRows": 64, "blockChars": 37155, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:08.572Z" } } }, { "id": "352ab8bd", "type": "single-session-assistant", "question": "Can you remind me what was the average improvement in framerate when using the Hardware-Aware Modular Training (HAMT) agent in the 'To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation' submission?", "answer": "The average improvement in framerate was approximately 20% when using the Hardware-Aware Modular Training (HAMT) agent.", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-22, the experimental results showed that the proposed HAMLET framework achieved \"an average improvement in framerate of approximately 20% when using the Hardware-Aware Modular Training (HAMT) agent.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.6222, "ms": 10627, "ingest": { "rows": 770, "ms": 176, "cached": 770 }, "recalled": 126, "queries": [ "Hardware-Aware Modular Training HAMT framerate", "HAMT agent average improvement", "To Adapt or Not to Adapt Semantic Segmentation", "HAMT framerate results", "HAMT performance improvement", "HAMT agent FPS" ], "blockRows": 50, "blockChars": 36676, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:10.477Z" } } }, { "id": "fca762bc", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about language learning apps. You mentioned a few options, and I was wondering if you could remind me of the one that uses mnemonics to help learners memorize words and phrases?", "answer": "Memrise", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-25, the language learning app that uses mnemonics to help learners memorize words and phrases is **Memrise**.\n\nIn that conversation, I described it as: \"Memrise uses mnemonics to help learners memorize words, phrases, and grammatical concepts.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0455, "ms": 11025, "ingest": { "rows": 709, "ms": 75, "cached": 709 }, "recalled": 125, "queries": [ "language learning apps", "mnemonics app", "memorize words and phrases", "app for language learning", "learning language mnemonics", "recommendations for language apps" ], "blockRows": 55, "blockChars": 36738, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:12.415Z" } } }, { "id": "7a8d0b71", "type": "single-session-assistant", "question": "I'm looking back at our previous chat about the DHL Wellness Retreats campaign. Can you remind me how much was allocated for influencer marketing in the campaign plan?", "answer": "$2,000", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-24, in the influencer marketing campaign plan for the DHL Wellness Retreats, the budget allocated for influencer marketing was **$2,000**.\n\nThis budget was designated for the influencer outreach, content creation, engagement, and partnership tactics outlined in the campaign, which ran from May 1st through May 31st.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0769, "ms": 11239, "ingest": { "rows": 744, "ms": 119, "cached": 744 }, "recalled": 131, "queries": [ "DHL Wellness Retreats influencer budget", "DHL Wellness Retreats campaign plan", "influencer marketing allocation", "how much for influencers DHL", "DHL Wellness Retreats spending", "influencer marketing costs" ], "blockRows": 52, "blockChars": 36675, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:14.333Z" } } }, { "id": "a40e080f", "type": "single-session-assistant", "question": "I was going through our previous conversation and I was wondering if you could remind me of the two companies you mentioned that prioritize employee safety and well-being like Triumvirate?", "answer": "Patagonia and Southwest Airlines.", "abstain": false, "mem": "on", "response": "Based on our conversation on 2023-05-26, the two companies I mentioned that prioritize employee safety and well-being like Triumvirate are:\n\n1. **Patagonia** - the outdoor clothing and gear company that is well-known for its commitment to environmental conservation and prioritizes employee well-being. The company offers flexible work arrangements, generous maternity and paternity leave, and invests in employee education and wellness. In 2020, Patagonia was named one of the world's most ethical companies by the Ethisphere Institute for the tenth time.\n\n2. **Southwest Airlines** - this popular airline puts a strong emphasis on its employees, who they call \"Warriors\". Southwest offers its \"Warriors\" top-of-the-line training, generous benefits packages, and a positive work environment. Southwest has consistently been recognized for its emphasis on employee well-being, including being named one of the best places to work by Glassdoor.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0584, "ms": 11993, "ingest": { "rows": 759, "ms": 141, "cached": 759 }, "recalled": 132, "queries": [ "companies employee safety well-being", "Triumvirate safety", "companies like Triumvirate", "employee well-being examples", "prioritize employee safety", "companies mentioned with Triumvirate" ], "blockRows": 52, "blockChars": 36904, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:16.237Z" } } }, { "id": "8b9d4367", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about private sector businesses in Chaudhary. Can you remind me of the company that employs over 40,000 people in the rug-manufacturing industry?", "answer": "Jaipur Rugs", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-29, the company that employs over 40,000 people in the rug-manufacturing industry in Chaudhary is **Jaipur Rugs**. \n\nAccording to what was discussed, the company provides training and employment opportunities to rural women, enabling them to become self-employed and improve their living standards.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0769, "ms": 9442, "ingest": { "rows": 781, "ms": 133, "cached": 781 }, "recalled": 108, "queries": [ "private sector businesses Chaudhary", "rug-manufacturing company Chaudhary", "company 40,000 employees Chaudhary", "rug industry Chaudhary", "largest employer Chaudhary", "businesses in Chaudhary" ], "blockRows": 53, "blockChars": 36941, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:18.197Z" } } }, { "id": "5809eb10", "type": "single-session-assistant", "question": "I'm looking back at our previous conversation about the Bajimaya v Reward Homes Pty Ltd case. Can you remind me what year the construction of the house began?", "answer": "2014.", "abstain": false, "mem": "on", "response": "Based on our previous conversation about the Bajimaya v Reward Homes Pty Ltd case, the construction of the house began in **2014**.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1, "ms": 12528, "ingest": { "rows": 836, "ms": 148, "cached": 836 }, "recalled": 117, "queries": [ "Bajimaya v Reward Homes Pty Ltd", "Bajimaya construction start date", "when did construction begin Bajimaya", "Reward Homes Pty Ltd house construction", "Bajimaya case year", "construction of the house began" ], "blockRows": 60, "blockChars": 36817, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:20.080Z" } } }, { "id": "41275add", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about YouTube videos for workplace posture. Can you remind me of the Mayo Clinic video you recommended?", "answer": "The video is 'How to Sit Properly at a Desk to Avoid Back Pain' and the link is https://www.youtube.com/watch?v=UfOvNlX9Hh0.", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-23, the Mayo Clinic video I recommended was:\n\n**\"How to Sit Properly at a Desk to Avoid Back Pain\" by the Mayo Clinic:** https://www.youtube.com/watch?v=UfOvNlX9Hh0\n\nThis was one of several videos I suggested that you could share with your staff to demonstrate proper workplace posture and provide tips for staying comfortable while working at a desk.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.4368, "ms": 9808, "ingest": { "rows": 766, "ms": 94, "cached": 766 }, "recalled": 132, "queries": [ "Mayo Clinic YouTube video", "workplace posture video", "posture recommendations", "Mayo Clinic posture", "ergonomics YouTube", "videos for posture" ], "blockRows": 55, "blockChars": 36722, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:22.234Z" } } }, { "id": "4388e9dd", "type": "single-session-assistant", "question": "I was going through our previous chat and I was wondering, what was Andy wearing in the script you wrote for the comedy movie scene?", "answer": "Andy was wearing an untidy, stained white shirt.", "abstain": false, "mem": "on", "response": "Based on the script I wrote on 2023-05-20, Andy was wearing **an untidy, stained white shirt**.\n\nThis detail was part of the character description you provided, and I incorporated it into the scene to help establish his disheveled appearance and lack of personal hygiene.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2857, "ms": 8082, "ingest": { "rows": 735, "ms": 125, "cached": 735 }, "recalled": 103, "queries": [ "Andy outfit", "Andy clothes", "comedy movie script", "what was Andy wearing", "script scene Andy", "comedy scene costume" ], "blockRows": 52, "blockChars": 36524, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:24.146Z" } } }, { "id": "4baee567", "type": "single-session-assistant", "question": "I was looking back at our previous chat and I wanted to confirm, how many times did the Chiefs play the Jaguars at Arrowhead Stadium?", "answer": "The Chiefs played the Jaguars 12 times at Arrowhead Stadium.", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-28, I found the answer to your question.\n\nAccording to the information I provided, the Kansas City Chiefs and the Jacksonville Jaguars have played **12 games** at Arrowhead Stadium in Kansas City, Missouri. Of those 12 games, the Chiefs won 10 games, while the Jaguars won 2 games.\n\nPlease note that these statistics are based on regular season games only and do not include playoff games. Also, as my knowledge cut-off date is 2021, these statistics may have changed since then.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1522, "ms": 11276, "ingest": { "rows": 744, "ms": 155, "cached": 744 }, "recalled": 108, "queries": [ "Chiefs vs Jaguars Arrowhead", "Chiefs Jaguars game", "played the Jaguars at Arrowhead", "Chiefs Jaguars score", "Chiefs vs Jaguars home game", "Jaguars at Arrowhead Stadium" ], "blockRows": 71, "blockChars": 36955, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:25.987Z" } } }, { "id": "561fabcd", "type": "single-session-assistant", "question": "I was thinking back to our previous conversation about the Radiation Amplified zombie, and I was wondering if you remembered what we finally decided to name it?", "answer": "Fissionator.", "abstain": false, "mem": "on", "response": "Yes, I do! We finally settled on **Fissionator** as the name for the Radiation Amplified zombie. You particularly liked this name because it had a machine-like quality that would work well with the design concept of the host being infected while wearing protective clothing in a radiated environment. The protective suit being melted and fused to the host's body really reinforced that mechanical, industrial feel of the name.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0323, "ms": 13185, "ingest": { "rows": 743, "ms": 94, "cached": 743 }, "recalled": 108, "queries": [ "Radiation Amplified zombie name", "what should we name the zombie", "Radiation Amplified zombie", "naming the zombie", "zombie name ideas", "Radiation Amplified" ], "blockRows": 60, "blockChars": 36670, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:27.896Z" } } }, { "id": "b759caee", "type": "single-session-assistant", "question": "I was looking back at our previous conversation about buying unique engagement rings directly from designers. Can you remind me of the Instagram handle of the UK-based designer who works with unusual gemstones?", "answer": "@jessica_poole_jewellery", "abstain": false, "mem": "on", "response": "Based on our previous conversation on 2023-05-27, the UK-based designer who works with unusual gemstones is **Jessica Poole**, and her Instagram handle is **@jessica\\_poole\\_jewellery**.\n\nThe assistant noted that Jessica is \"a UK-based jewelry designer who creates stunning, unique engagement rings using a combination of traditional and contemporary techniques. She has a passion for working with unusual gemstones and creates rings that are both modern and timeless.\"", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0857, "ms": 10299, "ingest": { "rows": 775, "ms": 156, "cached": 775 }, "recalled": 111, "queries": [ "unique engagement rings designers", "UK designer unusual gemstones", "Instagram handle engagement rings", "buying rings directly from designers", "UK gemstone designer Instagram", "unusual gemstone rings UK" ], "blockRows": 48, "blockChars": 36495, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:29.883Z" } } }, { "id": "ac031881", "type": "single-session-assistant", "question": "I'm trying to recall what the designation on my jumpsuit was that helped me find the file number in the records room?", "answer": "The designation on your jumpsuit was 'LIV'.", "abstain": false, "mem": "on", "response": "Based on the memory of our conversation on 2023-05-21, the designation on your jumpsuit was **\"LIV\"** with a square around it. This was the key clue that helped you realize you needed to search for file number 54, since LIV is the Roman numeral for 54.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2449, "ms": 8964, "ingest": { "rows": 760, "ms": 156, "cached": 760 }, "recalled": 131, "queries": [ "jumpsuit designation", "records room file number", "jumpsuit ID", "finding the file number", "what was on my jumpsuit", "records room search" ], "blockRows": 68, "blockChars": 36659, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:31.833Z" } } }, { "id": "28bcfaac", "type": "single-session-assistant", "question": "I'm going back to our previous conversation about music theory. You mentioned some online resources for learning music theory. Can you remind me of the website you recommended for free lessons and exercises?", "answer": "MusicTheory.net", "abstain": false, "mem": "on", "response": "Yes, in our conversation on 2023-05-20, I recommended **MusicTheory.net** as a website offering free lessons and exercises on music theory. \n\nHere's what I said: \"MusicTheory.net: This website offers free lessons and exercises on music theory, covering topics such as rhythm, chords, and scales.\"\n\nYou then decided to start with MusicTheory.net and also check out some YouTube channels for learning music theory.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0588, "ms": 12048, "ingest": { "rows": 746, "ms": 148, "cached": 746 }, "recalled": 95, "queries": [ "music theory online resources", "free music theory lessons", "music theory exercises website", "recommended music theory site", "where to learn music theory for free", "music theory websites" ], "blockRows": 51, "blockChars": 36682, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:33.959Z" } } }, { "id": "16c90bf4", "type": "single-session-assistant", "question": "I'm looking back at our previous conversation about the Seco de Cordero recipe from Ancash. You mentioned using a light or medium-bodied beer, but I was wondering if you could remind me what type of beer you specifically recommended?", "answer": "I recommended using a Pilsner or Lager for the recipe.", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-28, when you asked about what type of beer to use in the Seco de Cordero recipe, I recommended a **Pilsner or lager**. \n\nSpecifically, I said: \"a pilsner or lager would work well, but you can also use a local beer from ancash to give the dish a more authentic touch.\"\n\nI also noted that you could experiment with different types to find your favorite one, and ultimately it comes down to your personal preference.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1412, "ms": 13862, "ingest": { "rows": 752, "ms": 111, "cached": 752 }, "recalled": 98, "queries": [ "Seco de Cordero Ancash beer", "beer for Seco de Cordero", "light medium bodied beer recommendation", "Ancash lamb recipe beer", "what beer for Seco de Cordero", "Seco de Cordero ingredients" ], "blockRows": 55, "blockChars": 36542, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:36.013Z" } } }, { "id": "c8f1aeed", "type": "single-session-assistant", "question": "I wanted to follow up on our previous conversation about fracking in the Marcellus Shale region. You mentioned that some states require fracking companies to monitor groundwater quality at nearby wells before drilling and for a certain period after drilling is complete. Can you remind me which state you mentioned as an example that has this requirement?", "answer": "Pennsylvania", "abstain": false, "mem": "on", "response": "Based on the memory from our conversation on 2023-05-21, I mentioned **Pennsylvania** as the example state that has this requirement.\n\nHere's the exact quote from that conversation: \"Pennsylvania requires fracking companies to monitor groundwater quality at nearby wells before drilling and for a certain period after drilling is complete.\"\n\nI also noted in that same conversation that Pennsylvania requires operators to submit pre-drilling water quality test reports to the state's Department of Environmental Protection, which helps establish a baseline water quality standard.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0244, "ms": 11518, "ingest": { "rows": 747, "ms": 135, "cached": 747 }, "recalled": 118, "queries": [ "fracking Marcellus Shale", "groundwater monitoring requirements", "fracking groundwater quality wells", "state fracking regulations example", "pre-drilling groundwater testing", "post-drilling groundwater monitoring" ], "blockRows": 57, "blockChars": 36778, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:37.947Z" } } }, { "id": "eaca4986", "type": "single-session-assistant", "question": "I'm looking back at our previous conversation where you created two sad songs for me. Can you remind me what was the chord progression for the chorus in the second song?", "answer": "C D E F G A B A G F E D C", "abstain": false, "mem": "on", "response": "Looking back at the second song I created for you (the more romantic and heart-felt version), the chord progression for the chorus was:\n\nC D E F G A B A G F E D C\n\nThis progression was used for all repetitions of the chorus:\n\n\"You're the one I want, the one I need\nIn your eyes, I see my destiny\nWith you by my side, I can face anything\nForever and always, my heart will sing\"\n\nThis ascending and descending progression creates a sweeping, emotional feel that matches the romantic tone of the song.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.2268, "ms": 9514, "ingest": { "rows": 766, "ms": 139, "cached": 766 }, "recalled": 87, "queries": [ "sad songs", "chord progression chorus", "second sad song", "wrote a song", "lyrics for sad song", "chords for the second song" ], "blockRows": 62, "blockChars": 36938, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:39.850Z" } } }, { "id": "c7cf7dfd", "type": "single-session-assistant", "question": "I'm going back to our previous conversation about traditional Indian embroidery and tailoring techniques. Can you remind me of the name of that online store based in India that sells traditional Indian fabrics, threads, and embellishments?", "answer": "Nostalgia", "abstain": false, "mem": "on", "response": "Based on our previous conversation about traditional Indian embroidery and tailoring techniques, the online store based in India that I recommended was **Nostalgia**. \n\nAccording to what I suggested, Nostalgia offers \"an expansive collection of traditional Indian fabrics, threads, and embellishments,\" making it a great resource for sourcing authentic materials for your embroidery and tailoring projects.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0377, "ms": 13136, "ingest": { "rows": 752, "ms": 145, "cached": 752 }, "recalled": 97, "queries": [ "online store India traditional fabrics", "Indian embroidery supplies shop", "where to buy Indian threads and embellishments", "Indian fabric store recommendation", "traditional Indian tailoring materials", "Indian textile shop online" ], "blockRows": 50, "blockChars": 36664, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:41.703Z" } } }, { "id": "e48988bc", "type": "single-session-assistant", "question": "I was looking back at our previous conversation about environmentally responsible supply chain practices, and I was wondering if you could remind me of the company you mentioned that's doing a great job with sustainability?", "answer": "Patagonia", "abstain": false, "mem": "on", "response": "Looking back at our conversation on 2023-05-28, the company I mentioned that's doing a great job with sustainability is **Patagonia**.\n\nI highlighted several ways Patagonia has implemented environmentally responsible practices in its supply chain:\n\n1. **Sustainable sourcing**: They use organic cotton, recycled polyester, and other sustainable materials in their products, and work closely with suppliers to minimize environmental impact.\n\n2. **Green transportation**: They encourage suppliers to use more efficient transportation methods, such as shipping by sea instead of air, to reduce carbon emissions.\n\n3. **Packaging optimization**: They use recycled and recyclable materials in their packaging and encourage customers to recycle.\n\n4. **Waste reduction**: They have implemented a take-back program where customers can return old clothes for recycling or repair, and they employ circular business models to reduce waste.\n\n5. **Compliance with environmental regulations**: They closely monitor their supply chain's compliance with environmental regulations and invest in third-party certifications to validate that their supply chain is environmentally responsible.\n\nPatagonia has received several recognitions and awards for its sustainability efforts in its supply chain.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0114, "ms": 12594, "ingest": { "rows": 783, "ms": 145, "cached": 783 }, "recalled": 109, "queries": [ "environmentally responsible supply chain", "sustainability company", "sustainable supply chain example", "green supply chain practices", "company doing a great job with sustainability", "eco-friendly supply chain" ], "blockRows": 49, "blockChars": 36544, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:43.525Z" } } }, { "id": "1de5cff2", "type": "single-session-assistant", "question": "I was going through our previous conversation about high-end fashion brands, and I was wondering if you could remind me of the brand that uses wild rubber sourced from the Amazon rainforest?", "answer": "Veja", "abstain": false, "mem": "on", "response": "Based on our previous conversation from 2023-05-29, the brand you're thinking of is **Veja**. This French brand produces eco-friendly sneakers using organic cotton, recycled plastic bottles, and wild rubber sourced from the Amazon rainforest. They're known for their commitment to sustainability and ethical production practices.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.0408, "ms": 8094, "ingest": { "rows": 729, "ms": 144, "cached": 729 }, "recalled": 123, "queries": [ "high-end fashion brands", "wild rubber", "Amazon rainforest", "rubber sourced from Amazon", "sustainable fashion brands", "luxury brand rubber" ], "blockRows": 49, "blockChars": 36567, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:45.468Z" } } }, { "id": "65240037", "type": "single-session-assistant", "question": "I remember you told me to dilute tea tree oil with a carrier oil before applying it to my skin. Can you remind me what the recommended ratio is?", "answer": "The recommended ratio is 1:10, meaning one part tea tree oil to ten parts carrier oil.", "abstain": false, "mem": "on", "response": "Yes, that's correct! Based on our previous conversations about tea tree oil, the recommended dilution ratio is **1:10**, which means mixing a few drops of tea tree oil with a carrier oil such as coconut oil, jojoba oil, or almond oil in a 1:10 ratio.\n\nThis dilution is important because tea tree oil is too strong to apply directly to the skin, as it can cause irritation, redness, itching, and even acne breakouts. The 1:10 ratio ensures that the tea tree oil is properly diluted and safe for topical application.\n\nThis same dilution ratio applies whether you're using tea tree oil for acne, scars, dark spots, dandruff, itchiness, flakiness, or fungal infections like athlete's foot.", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1692, "ms": 14787, "ingest": { "rows": 743, "ms": 73, "cached": 743 }, "recalled": 68, "queries": [ "tea tree oil dilution", "tea tree oil carrier oil ratio", "dilute tea tree oil skin", "tea tree oil percentage", "how to mix tea tree oil", "carrier oil for tea tree" ], "blockRows": 51, "blockChars": 36734, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:47.400Z" } } }, { "id": "778164c6", "type": "single-session-assistant", "question": "I was looking back at our previous conversation about Caribbean dishes and I was wondering, what was the name of that Jamaican dish you recommended I try with snapper that has fruit in it?", "answer": "Grilled Snapper with Mango Salsa", "abstain": false, "mem": "on", "response": "Based on our conversation, the Jamaican dish I recommended you try first was **Escovitch Fish** - a crispy fried snapper topped with a spicy pickled vegetable sauce made with carrots, onion, bell peppers, and vinegar.\n\nHowever, if you're thinking of a dish with fruit, you might be referring to **Grilled Snapper with Mango Salsa**, which I mentioned as a popular Caribbean dish where grilled snapper is topped with a fruity and spicy mango salsa.\n\nThe Escovitch Fish doesn't contain fruit, but the Mango Salsa version does, so that's likely the one you're remembering!", "model": "claude-haiku-4-5-20251001", "correct": null, "abstained": false, "f1": 0.1087, "ms": 10471, "ingest": { "rows": 779, "ms": 173, "cached": 779 }, "recalled": 95, "queries": [ "Jamaican dish snapper fruit", "Jamaican snapper recipe", "Caribbean dishes snapper", "fruit with snapper Jamaican", "recommended Jamaican food", "snapper with mango or pineapple" ], "blockRows": 63, "blockChars": 36724, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T05:45:49.301Z" } } } ], "summary": { "single-session-user": { "n": 70, "correct": 0, "accuracy": 0, "f1": 0.1739 }, "multi-session": { "n": 133, "correct": 0, "accuracy": 0, "f1": 0.1239 }, "single-session-preference": { "n": 30, "correct": 0, "accuracy": 0, "f1": 0.1556 }, "temporal-reasoning": { "n": 133, "correct": 0, "accuracy": 0, "f1": 0.1291 }, "knowledge-update": { "n": 78, "correct": 0, "accuracy": 0, "f1": 0.1334 }, "single-session-assistant": { "n": 56, "correct": 0, "accuracy": 0, "f1": 0.1295 }, "all": { "n": 500, "correct": 0, "accuracy": 0, "f1": 0.1363 } }, "judges": { "gpt-4o": { "baseURL": "https://api.openai.com/v1", "model": "gpt-4o", "n": 500, "summary": { "single-session-user": { "n": 70, "correct": 67, "accuracy": 0.9571, "f1": 0.1739 }, "multi-session": { "n": 133, "correct": 97, "accuracy": 0.7293, "f1": 0.1239 }, "single-session-preference": { "n": 30, "correct": 23, "accuracy": 0.7667, "f1": 0.1556 }, "temporal-reasoning": { "n": 133, "correct": 103, "accuracy": 0.7744, "f1": 0.1291 }, "knowledge-update": { "n": 78, "correct": 71, "accuracy": 0.9103, "f1": 0.1334 }, "single-session-assistant": { "n": 56, "correct": 55, "accuracy": 0.9821, "f1": 0.1295 }, "all": { "n": 500, "correct": 416, "accuracy": 0.832, "f1": 0.1363 } } } } }