{ "suite": "longmemeval", "data": "data/eval/public/longmemeval_s.json", "mem": "on", "critic": "off", "k": 40, "queries": 6, "neighbors": 1, "blockChars": 36000, "writer": "local", "judge": { "baseURL": "http://127.0.0.1:8003/v1", "model": "gemma-4-31b-fp8" }, "budgetChars": 40000, "model": "gemma-4-31b-fp8", "startedAt": "2026-10-02T17:28:07.625Z", "records": [ { "id": "e47becba", "type": "single-session-user", "question": "What degree did I graduate with?", "answer": "Business Administration", "abstain": false, "mem": "on", "response": "You graduated with a degree in Business Administration.\n\nYou graduated with a degree in Business Administration.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.25, "ms": 38205, "ingest": { "rows": 782, "ms": 83, "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": "2026-10-02T23:48:59.220Z" } } }, { "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 conversation from 2023-05-22, you stated: \"I've been listening to audiobooks during my daily commute, which takes 45 minutes each way.\"\n\nYour daily commute to work is 45 minutes each way.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2051, "ms": 50793, "ingest": { "rows": 756, "ms": 171, "cached": 756 }, "recalled": 119, "queries": [ "commute to work", "drive to work", "how long it takes to get to work", "travel time to office", "morning commute", "distance to work" ], "blockRows": 58, "blockChars": 36952, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:49:01.150Z" } } }, { "id": "51a45a95", "type": "single-session-user", "question": "Where did I redeem a $5 coupon on coffee creamer?", "answer": "Target", "abstain": false, "mem": "on", "response": "You redeemed a $5 coupon on coffee creamer at Target.\n\nYou redeemed a $5 coupon on coffee creamer at Target.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1053, "ms": 45954, "ingest": { "rows": 779, "ms": 131, "cached": 779 }, "recalled": 114, "queries": [ "coffee creamer coupon", "redeemed $5 coupon", "coffee creamer store", "bought coffee creamer", "used coupon coffee creamer", "creamer discount" ], "blockRows": 46, "blockChars": 36537, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:49:03.103Z" } } }, { "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": "You attended a production of *The Glass Menagerie* at the local community theater.\n\nThe answer is found in the conversation on 2023-05-26 (Fri): \"The play I attended was actually a production of The Glass Menagerie, have you heard of it?\"\n\nThe play you attended was The Glass Menagerie.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 61002, "ingest": { "rows": 820, "ms": 129, "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": "2026-10-02T23:49:05.070Z" } } }, { "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": "The name of the playlist you created on Spotify is \"Summer Vibes\".\n\nThe playlist you created on Spotify is called \"Summer Vibes\".", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1905, "ms": 43063, "ingest": { "rows": 765, "ms": 129, "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": "2026-10-02T23:49:06.995Z" } } }, { "id": "c5e8278d", "type": "single-session-user", "question": "What was my last name before I changed it?", "answer": "Johnson", "abstain": false, "mem": "on", "response": "Your last name was Johnson before you changed it to Winters.\n\nYour old name was Johnson.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1176, "ms": 37997, "ingest": { "rows": 731, "ms": 127, "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": "2026-10-02T23:49:09.148Z" } } }, { "id": "6ade9755", "type": "single-session-user", "question": "Where do I take yoga classes?", "answer": "Serenity Yoga", "abstain": false, "mem": "on", "response": "You take yoga classes at Serenity Yoga, and you also supplement this with a home practice using the Down Dog app.\n\nYou take yoga classes at Serenity Yoga.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 36040, "ingest": { "rows": 751, "ms": 124, "cached": 751 }, "recalled": 103, "queries": [ "yoga class", "yoga studio", "where do I do yoga", "yoga instructor", "yoga schedule", "yoga location" ], "blockRows": 60, "blockChars": 36715, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:49:11.100Z" } } }, { "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": "You repainted your bedroom walls a lighter shade of gray.\n\nYou repainted your bedroom walls a lighter shade of gray.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3636, "ms": 20264, "ingest": { "rows": 754, "ms": 123, "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": "2026-10-02T23:49:13.021Z" } } }, { "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": "The excerpts do not support the premise that you volunteered at a local animal shelter's fundraising dinner. They do mention that you volunteered at a fundraising dinner called \"Love is in the Air\" on Valentine's Day (February 14th), but it is not specified as being for an animal shelter.\n\nThe excerpts do not contain information about you volunteering at an animal shelter's fundraising dinner.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.0656, "ms": 33006, "ingest": { "rows": 761, "ms": 138, "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": true, "raw": "Yes.", "at": "2026-10-02T23:49:14.915Z" } } }, { "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": "You bought your new tennis racket from a sports store downtown.\n\nThe answer is a sports store downtown.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3333, "ms": 20109, "ingest": { "rows": 733, "ms": 106, "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": "2026-10-02T23:49:16.813Z" } } }, { "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 conversation from 2023-05-24, you previously worked as a marketing specialist at a small startup.\n\nYour previous occupation was a marketing specialist at a small startup.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3333, "ms": 22742, "ingest": { "rows": 755, "ms": 103, "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": "2026-10-02T23:49:18.735Z" } } }, { "id": "7527f7e2", "type": "single-session-user", "question": "How much did I spend on a designer handbag?", "answer": "$800", "abstain": false, "mem": "on", "response": "You spent $800 on a designer handbag, as mentioned in the conversation on 2023-05-23.\n\nYou spent $800 on a designer handbag.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 25113, "ingest": { "rows": 751, "ms": 143, "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": "2026-10-02T23:49:20.803Z" } } }, { "id": "c960da58", "type": "single-session-user", "question": "How many playlists do I have on Spotify?", "answer": "20", "abstain": false, "mem": "on", "response": "On 2023-05-20, you mentioned, \"I have 20 playlists on Spotify already.\"\n\nYou have 20 playlists on Spotify.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1, "ms": 21908, "ingest": { "rows": 747, "ms": 125, "cached": 747 }, "recalled": 112, "queries": [ "Spotify playlists", "created a playlist", "my Spotify", "added to playlist", "Spotify library", "playlist name" ], "blockRows": 67, "blockChars": 36814, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:49:22.595Z" } } }, { "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": "You attended a study abroad program at the University of Melbourne.\n\nYou attended a study abroad program at the University of Melbourne.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2609, "ms": 19589, "ingest": { "rows": 719, "ms": 117, "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": "2026-10-02T23:49:24.553Z" } } }, { "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": "You mentioned on 2023-05-23 that you got a 10% discount on your first purchase from that new clothing brand last month.\n\nThe discount you got was 10%.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 26043, "ingest": { "rows": 741, "ms": 138, "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": "2026-10-02T23:49:26.763Z" } } }, { "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": "It took you 4 hours to assemble the IKEA bookshelf.\n\nIt took you 4 hours.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.25, "ms": 21640, "ingest": { "rows": 745, "ms": 136, "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": "2026-10-02T23:49:30.073Z" } } }, { "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": "For your sister's birthday, you bought her a yellow dress and a pair of earrings to match.\n\nAnswer: A yellow dress and a pair of matching earrings.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1538, "ms": 23277, "ingest": { "rows": 747, "ms": 146, "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": "2026-10-02T23:49:31.914Z" } } }, { "id": "ad7109d1", "type": "single-session-user", "question": "What speed is my new internet plan?", "answer": "500 Mbps", "abstain": false, "mem": "on", "response": "In your conversation on 2023-05-24, you mentioned, \"I upgraded to 500 Mbps about three weeks ago,\" but in a more recent conversation on 2023-05-30, you stated, \"My internet speed is 1 Gbps.\"\n\nYour new internet plan is 1 Gbps.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0909, "ms": 30851, "ingest": { "rows": 729, "ms": 124, "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": false, "raw": "No.", "at": "2026-10-02T23:49:34.353Z" } } }, { "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": "The excerpts do not support the premise that your trip to Costa Rica was 5 days; however, they state that on that trip, you brought 7 shirts.\n\nYou packed 7 shirts.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0667, "ms": 23992, "ingest": { "rows": 729, "ms": 150, "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": "2026-10-02T23:49:36.255Z" } } }, { "id": "dccbc061", "type": "single-session-user", "question": "What was my previous stance on spirituality?", "answer": "A staunch atheist", "abstain": false, "mem": "on", "response": "Your previous stance on spirituality was that you used to be a \"staunch atheist.\"\n\nYour previous stance on spirituality was that you \"used to be a staunch atheist.\"", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 20761, "ingest": { "rows": 739, "ms": 115, "cached": 739 }, "recalled": 100, "queries": [ "spirituality", "religion", "god", "faith", "beliefs", "spiritual journey" ], "blockRows": 56, "blockChars": 36492, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:49:38.099Z" } } }, { "id": "c8c3f81d", "type": "single-session-user", "question": "What brand are my favorite running shoes?", "answer": "Nike", "abstain": false, "mem": "on", "response": "Based on your conversation on 2023-05-29, you stated, \"Nike has been my favourite brand so far for running shoes.\"\n\nYour favorite running shoe brand is Nike.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.069, "ms": 23831, "ingest": { "rows": 748, "ms": 126, "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": "2026-10-02T23:49:40.157Z" } } }, { "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 conversation on 2023-05-28, you completed a certification in Data Science last month.\n\nYou completed a certification in Data Science.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 23215, "ingest": { "rows": 740, "ms": 138, "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": "2026-10-02T23:49:42.080Z" } } }, { "id": "6b168ec8", "type": "single-session-user", "question": "How many bikes do I own?", "answer": "three", "abstain": false, "mem": "on", "response": "You own the following bikes (mentioned on 2023-05-27):\n* A road bike (specifically a Trek Emonda)\n* A mountain bike\n* A commuter bike\n\nTotal: 3 bikes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0, "ms": 24789, "ingest": { "rows": 742, "ms": 143, "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": "2026-10-02T23:49:43.997Z" } } }, { "id": "75499fd8", "type": "single-session-user", "question": "What breed is my dog?", "answer": "Golden Retriever", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-25, your dog Max is a Golden Retriever.\n\nMax is a Golden Retriever.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2105, "ms": 22313, "ingest": { "rows": 745, "ms": 127, "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": "2026-10-02T23:49:45.850Z" } } }, { "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": "On your last trip to Lake Michigan, you caught 12 largemouth bass (stated on 2023-05-21).\n\nYou caught 12 largemouth bass.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 25387, "ingest": { "rows": 752, "ms": 120, "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": "2026-10-02T23:49:47.952Z" } } }, { "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": "On 2023-05-22, you mentioned seeing 10 amateur comedians perform.\n\nTotal: 10", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 20055, "ingest": { "rows": 737, "ms": 153, "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": "2026-10-02T23:49:49.981Z" } } }, { "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\nThe name of your cat is Luna.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1538, "ms": 20060, "ingest": { "rows": 756, "ms": 138, "cached": 756 }, "recalled": 78, "queries": [ "my cat", "cat's name", "got a cat", "kitten", "pet", "naming my cat" ], "blockRows": 62, "blockChars": 36854, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:49:51.944Z" } } }, { "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": "You were 18 years old when your grandma gave you the silver necklace.\n\nThe silver necklace was a gift from your grandma on your 18th birthday.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0833, "ms": 23011, "ingest": { "rows": 761, "ms": 130, "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": "2026-10-02T23:49:54.062Z" } } }, { "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": "Your preferred gin-to-vermouth ratio for a classic gin martini is 3:1, which you use with a dash of citrus bitters.\n\nYour preferred gin-to-vermouth ratio is 3:1.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 25597, "ingest": { "rows": 772, "ms": 147, "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": "2026-10-02T23:49:56.014Z" } } }, { "id": "37d43f65", "type": "single-session-user", "question": "How much RAM did I upgrade my laptop to?", "answer": "16GB", "abstain": false, "mem": "on", "response": "You upgraded your laptop's RAM to 16GB.\n\nThe answer is 16GB.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1667, "ms": 19372, "ingest": { "rows": 781, "ms": 144, "cached": 781 }, "recalled": 132, "queries": [ "laptop RAM upgrade", "installed more RAM", "bought new RAM", "RAM capacity", "laptop memory upgrade", "GB of RAM" ], "blockRows": 54, "blockChars": 36620, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:49:57.950Z" } } }, { "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": "The provided excerpts do not mention a painting of a sunset; they only refer to a \"flea market find\" that the user stated is \"worth triple what I paid for it.\"\n\nThe excerpts do not support the premise that the painting is of a sunset.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.4, "ms": 26458, "ingest": { "rows": 700, "ms": 133, "cached": 700 }, "recalled": 117, "queries": [ "painting of a sunset", "bought a painting", "paid for painting", "sunset painting price", "cost of sunset painting", "painting purchase" ], "blockRows": 48, "blockChars": 36492, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:49:59.916Z" } } }, { "id": "d52b4f67", "type": "single-session-user", "question": "Where did I attend my cousin's wedding?", "answer": "The Grand Ballroom", "abstain": false, "mem": "on", "response": "You attended your cousin's wedding at the Grand Ballroom.\n\nThe answer is found in the conversation on 2023-05-28 (Sun): \"I was just at my cousin's wedding at the Grand Ballroom last weekend\".\n\nYou attended your cousin's wedding at the Grand Ballroom.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.093, "ms": 29040, "ingest": { "rows": 736, "ms": 99, "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": "2026-10-02T23:50:02.841Z" } } }, { "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": "You completed your undergraduate degree in Computer Science from UCLA.\n\nYou completed your undergrad in CS from UCLA.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0833, "ms": 19821, "ingest": { "rows": 747, "ms": 134, "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": "2026-10-02T23:50:04.728Z" } } }, { "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": "It took around 5 hours to move everything into the new apartment.\n\nIt took around 5 hours.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2222, "ms": 20683, "ingest": { "rows": 745, "ms": 138, "cached": 745 }, "recalled": 146, "queries": [ "move to new apartment", "moving day", "apartment move date", "how long did the move take", "packing for new place", "unpacked everything" ], "blockRows": 59, "blockChars": 37289, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:06.847Z" } } }, { "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": "On 2023-05-22, you mentioned that you \"tried a lavender gin fizz recipe last weekend,\" though you noted it didn't turn out as expected because you had to improvise with honey and water instead of simple syrup.\n\nYou tried a lavender gin fizz.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1304, "ms": 28155, "ingest": { "rows": 716, "ms": 128, "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": "2026-10-02T23:50:08.798Z" } } }, { "id": "60d45044", "type": "single-session-user", "question": "What type of rice is my favorite?", "answer": "Japanese short-grain rice", "abstain": false, "mem": "on", "response": "Your favorite is Japanese short-grain rice.\n\nYour favorite is Japanese short-grain rice.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4444, "ms": 18858, "ingest": { "rows": 787, "ms": 125, "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": "2026-10-02T23:50:10.664Z" } } }, { "id": "3f1e9474", "type": "single-session-user", "question": "Who did I have a conversation with about destiny?", "answer": "Sarah", "abstain": false, "mem": "on", "response": "You had a conversation with your friend Sarah, who mentioned that \"everything happens for a reason,\" which led you to explore the concept of destiny.\n\nYou had a conversation with Sarah about destiny.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0667, "ms": 23432, "ingest": { "rows": 770, "ms": 155, "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": "2026-10-02T23:50:12.523Z" } } }, { "id": "86b68151", "type": "single-session-user", "question": "Where did I buy my new bookshelf from?", "answer": "IKEA", "abstain": false, "mem": "on", "response": "You bought your new bookshelf from IKEA.\n\nThe answer is IKEA.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1818, "ms": 18183, "ingest": { "rows": 741, "ms": 135, "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": "2026-10-02T23:50:14.400Z" } } }, { "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": "You mentioned on 2023-05-29 that you have been stopping work emails and messages by 7 pm to separate your work and personal life.\n\nYou stop checking work emails and messages by 7 pm.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1081, "ms": 25860, "ingest": { "rows": 753, "ms": 143, "cached": 753 }, "recalled": 149, "queries": [ "work email cutoff time", "stop checking messages", "work boundaries", "email schedule", "when to stop working", "work-life balance rules" ], "blockRows": 53, "blockChars": 36995, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:16.332Z" } } }, { "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": "The excerpts mention that the signed poster from your favorite artist's debut album is a limited edition of only 500 copies worldwide. However, they do not state how many copies of the album itself were released.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.05, "ms": 25059, "ingest": { "rows": 770, "ms": 143, "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": "2026-10-02T23:50:18.211Z" } } }, { "id": "15745da0", "type": "single-session-user", "question": "How long have I been collecting vintage cameras?", "answer": "three months", "abstain": false, "mem": "on", "response": "You mentioned on 2023-05-21 that you had been collecting vintage cameras for three months.\n\nYou have been collecting vintage cameras for three months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1481, "ms": 21931, "ingest": { "rows": 722, "ms": 140, "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": "2026-10-02T23:50:20.179Z" } } }, { "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": "You went to Hawaii with your family for a week last month (mentioned on 2023-05-22).\n\nYou went to Hawaii.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 23697, "ingest": { "rows": 765, "ms": 135, "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": "2026-10-02T23:50:22.146Z" } } }, { "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": "You baked a lemon blueberry cake for your niece's birthday party.\n\nAnswer: You baked a lemon blueberry cake.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3, "ms": 19191, "ingest": { "rows": 775, "ms": 141, "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": "2026-10-02T23:50:24.246Z" } } }, { "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": "You mentioned on 2023-05-20 that you have been listening to songs by Arctic Monkeys and The Neighbourhood on Spotify lately.\n\nThe music streaming service you have been using is Spotify.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0645, "ms": 25310, "ingest": { "rows": 731, "ms": 132, "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": "2026-10-02T23:50:26.090Z" } } }, { "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": "You mentioned on 2023-05-28 that it took \"over a year of uncertainty\" for your asylum application to get approved.\n\nYou waited over a year.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1538, "ms": 23077, "ingest": { "rows": 749, "ms": 119, "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": "2026-10-02T23:50:28.742Z" } } }, { "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": "You bought a rare blue Snaggletooth action figure from a thrift store.\n\nThe answer is a rare blue Snaggletooth action figure.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2105, "ms": 22573, "ingest": { "rows": 709, "ms": 136, "cached": 709 }, "recalled": 101, "queries": [ "thrift store action figure", "bought action figure", "thrift shop toy", "found action figure", "thrift store purchase", "action figure brand" ], "blockRows": 42, "blockChars": 36389, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:30.673Z" } } }, { "id": "19b5f2b3", "type": "single-session-user", "question": "How long was I in Japan for?", "answer": "two weeks", "abstain": false, "mem": "on", "response": "You mentioned in a conversation on 2023-05-30 that you spent two weeks traveling solo around the country.\n\nYou were in Japan for two weeks.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1538, "ms": 25352, "ingest": { "rows": 724, "ms": 157, "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": "2026-10-02T23:50:32.617Z" } } }, { "id": "4fd1909e", "type": "single-session-user", "question": "Where did I attend the Imagine Dragons concert?", "answer": "Xfinity Center", "abstain": false, "mem": "on", "response": "You attended the Imagine Dragons concert at the Xfinity Center.\n\nThe Imagine Dragons concert was at the Xfinity Center.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2353, "ms": 23927, "ingest": { "rows": 783, "ms": 150, "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": "2026-10-02T23:50:34.584Z" } } }, { "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": "You mentioned on 2023-05-27 that you had been averaging around 2 hours of screen time on Instagram per day for the past two weeks.\n\nYou have been averaging around 2 hours per day.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1111, "ms": 28772, "ingest": { "rows": 710, "ms": 128, "cached": 710 }, "recalled": 89, "queries": [ "Instagram screen time", "Instagram usage per day", "average time on Instagram", "how long I spent on Instagram", "Instagram daily average", "Instagram hours per day" ], "blockRows": 45, "blockChars": 36366, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:50:36.489Z" } } }, { "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": "The excerpts do not mention that you replaced the bulb in your bedside lamp; they only state that you have been using a Philips LED bulb in it.\n\nThe excerpts do not support the premise that you replaced the bulb.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.1622, "ms": 23877, "ingest": { "rows": 755, "ms": 139, "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": false, "raw": "No.", "at": "2026-10-02T23:50:38.481Z" } } }, { "id": "76d63226", "type": "single-session-user", "question": "What size is my new Samsung TV?", "answer": "55-inch", "abstain": false, "mem": "on", "response": "Your new Samsung 4K smart TV is 55 inches.\n\nThe Samsung TV is 55 inches.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 25120, "ingest": { "rows": 743, "ms": 130, "cached": 743 }, "recalled": 96, "queries": [ "Samsung TV size", "bought a Samsung TV", "new TV dimensions", "Samsung TV model", "TV screen size", "ordered a Samsung TV" ], "blockRows": 66, "blockChars": 37256, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:40.444Z" } } }, { "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": "You are currently reading \"The Seven Husbands of Evelyn Hugo,\" which you described as being \"hard to put down\" on 2023-05-23.\n\nYou are currently reading \"The Seven Husbands of Evelyn Hugo\".", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2778, "ms": 27241, "ingest": { "rows": 751, "ms": 133, "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": "2026-10-02T23:50:42.357Z" } } }, { "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": "On 2023-05-27, you mentioned having a stash of 17 skeins of worsted weight yarn that you found recently.\n\nTotal: 17 skeins.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 29611, "ingest": { "rows": 725, "ms": 116, "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": "2026-10-02T23:50:44.356Z" } } }, { "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": "You mentioned on 2023-05-25 that you spent around 10 hours last month watching documentaries.\n\nYou spent around 10 hours watching documentaries on Netflix last month.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 26245, "ingest": { "rows": 757, "ms": 116, "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": "2026-10-02T23:50:46.225Z" } } }, { "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": "You mentioned in your conversation on 2023-05-23 that you usually get home from work around 6:30 pm on weekdays.\n\nYou usually get home from work around 6:30 pm on weeknights.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1622, "ms": 25566, "ingest": { "rows": 730, "ms": 111, "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": "2026-10-02T23:50:48.222Z" } } }, { "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 the conversation from 2023-05-30, you described your ethnicity as mixed, specifically Irish and Italian.\n\nYour ethnicity is Irish and Italian.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2143, "ms": 21880, "ingest": { "rows": 770, "ms": 121, "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": "2026-10-02T23:50:50.044Z" } } }, { "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 the conversation from 2023-05-21, you stated, \"I've been practicing guitar for 30 minutes daily.\"\n\nYou dedicate 30 minutes every day to practicing guitar.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1379, "ms": 26049, "ingest": { "rows": 732, "ms": 133, "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": "2026-10-02T23:50:51.936Z" } } }, { "id": "1faac195", "type": "single-session-user", "question": "Where does my sister Emily live?", "answer": "Denver", "abstain": false, "mem": "on", "response": "Your sister Emily lives in Denver.\n\nEmily lives in Denver.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1818, "ms": 18080, "ingest": { "rows": 738, "ms": 127, "cached": 738 }, "recalled": 110, "queries": [ "Emily live", "sister Emily address", "where does Emily live", "Emily's house", "Emily's city", "Emily's apartment" ], "blockRows": 59, "blockChars": 36734, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:53.931Z" } } }, { "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": "Alex marinated the BBQ ribs in a special sauce for 24 hours before grilling them.\n\nAlex marinated the ribs for 24 hours.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1905, "ms": 23784, "ingest": { "rows": 740, "ms": 138, "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": "2026-10-02T23:50:55.920Z" } } }, { "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": "Your sister gave you a new stand mixer as a birthday gift last month.\n\nYour sister gave you a new stand mixer as a birthday gift.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0833, "ms": 20495, "ingest": { "rows": 826, "ms": 143, "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": "2026-10-02T23:50:57.716Z" } } }, { "id": "c14c00dd", "type": "single-session-user", "question": "What brand of shampoo do I currently use?", "answer": "Trader Joe's", "abstain": false, "mem": "on", "response": "You mentioned on 2023-05-22 that you have been using a lavender scented shampoo from Trader Joe's.\n\nYou currently use Trader Joe's shampoo.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2143, "ms": 22831, "ingest": { "rows": 747, "ms": 132, "cached": 747 }, "recalled": 126, "queries": [ "shampoo", "bought shampoo", "hair care", "using shampoo", "shampoo brand", "hair products" ], "blockRows": 52, "blockChars": 36501, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:50:59.704Z" } } }, { "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": "You initially thought a bad case of bronchitis was just a cold.\n\nYou had a bad case of bronchitis that you initially thought was just a cold.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0833, "ms": 20923, "ingest": { "rows": 779, "ms": 169, "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": "2026-10-02T23:51:01.595Z" } } }, { "id": "3d86fd0a", "type": "single-session-user", "question": "Where did I meet Sophia?", "answer": "a coffee shop in the city", "abstain": false, "mem": "on", "response": "You met Sophia at a coffee shop in the city.\n\nYou met Sophia at a coffee shop in the city.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4, "ms": 21539, "ingest": { "rows": 763, "ms": 143, "cached": 763 }, "recalled": 102, "queries": [ "Sophia", "met Sophia", "where did I meet Sophia", "introduced to Sophia", "Sophia meeting", "first time meeting Sophia" ], "blockRows": 58, "blockChars": 37172, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:51:03.477Z" } } }, { "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 conversation from 2023-05-26, you mentioned, \"I finally beat that last boss in the Dark Souls 3 DLC last weekend, after weeks of trying.\"\n\nYou finally beat the last boss in the Dark Souls 3 DLC.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2, "ms": 26627, "ingest": { "rows": 736, "ms": 141, "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": "2026-10-02T23:51:05.386Z" } } }, { "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 provided excerpts do not mention a hamster or its name.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 20146, "ingest": { "rows": 750, "ms": 145, "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": "2026-10-02T23:51:07.543Z" } } }, { "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 provided excerpts do not mention you collecting vintage films; however, they do state that you have been collecting vintage cameras for three months (as of 2023-05-28).\n\nThe excerpts do not contain information about how long you have been collecting vintage films.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 25754, "ingest": { "rows": 784, "ms": 115, "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": "2026-10-02T23:51:09.472Z" } } }, { "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": "The excerpts do not contain information about what you baked for your uncle's birthday party; they only mention a lemon blueberry cake you made for your niece's birthday party.\n\nThe excerpts do not support the premise that you baked something for your uncle's birthday party.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 28462, "ingest": { "rows": 753, "ms": 139, "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": "2026-10-02T23:51:11.322Z" } } }, { "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 provided excerpts do not contain information about how long you were in Korea; they only mention that you were planning a trip to Seoul in July.\n\nThe excerpts do not state how long you were in Korea.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 27442, "ingest": { "rows": 760, "ms": 129, "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": "2026-10-02T23:51:13.318Z" } } }, { "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": "The provided excerpts do not contain any information about you practicing the violin.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 19492, "ingest": { "rows": 756, "ms": 152, "cached": 756 }, "recalled": 124, "queries": [ "violin practice", "practiced violin", "violin session", "how long I practiced violin", "violin routine", "violin hours" ], "blockRows": 52, "blockChars": 36590, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:51:15.265Z" } } }, { "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": "The excerpts do not contain information about a birthday gift from your dad; they only mention a stand mixer that you received as a birthday gift from your sister.\n\nThe excerpts do not support the premise that your dad gave you a birthday gift.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 27150, "ingest": { "rows": 758, "ms": 141, "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": "2026-10-02T23:51:17.159Z" } } }, { "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": "You have the following items to pick up or return:\n* **Navy blue blazer**: Need to pick up from dry cleaning (mentioned 2023-02-15).\n* **Boots**: Need to pick up a larger size from Zara after an exchange on 2023-02-05 (mentioned 2023-02-15).\n\nTotal: 2 items.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 34673, "ingest": { "rows": 736, "ms": 136, "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": "2026-10-02T23:51:19.207Z" } } }, { "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 excerpts provided:\n\n* **High-priority project**: Completed two months ahead of time (mentioned on 2023-05-28).\n* **New product feature launch**: Currently planning for June, leading a team of five engineers (mentioned on 2023-05-28).\n\nTotal: 2 projects (though other smaller projects or tasks may be missing from the excerpts).\n\nYou have led or are currently leading 2 projects.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0333, "ms": 36205, "ingest": { "rows": 763, "ms": 128, "cached": 763 }, "recalled": 87, "queries": [ "projects I led", "projects I am leading", "project lead", "led the project", "managing the project", "project manager" ], "blockRows": 49, "blockChars": 36265, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:51:21.166Z" } } }, { "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": "Based on the excerpts provided, you have worked on or bought the following model kits:\n\n* **1/72 scale B-29 bomber**: Bought (mentioned 2023-05-20)\n* **1/24 scale '69 Camaro**: Bought (mentioned 2023-05-20)\n* **Revell F-15 Eagle**: Worked on/Finished (picked up in late April, mentioned 2023-05-27)\n* **1/16 scale German Tiger I tank**: Working on (mentioned 2023-05-29)\n* **Tamiya 1/48 scale Spitfire Mk.V**: Worked on/Finished (mentioned 2023-05-30)\n\nTotal: 5 kits.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.5873, "ms": 57988, "ingest": { "rows": 732, "ms": 136, "cached": 732 }, "recalled": 65, "queries": [ "bought model kit", "purchased model kit", "working on model kit", "started model kit", "finished model kit", "model kit collection" ], "blockRows": 49, "blockChars": 36394, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:51:23.102Z" } } }, { "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": "Based on the excerpts provided:\n\n* **Yellowstone National Park**: 5-day camping trip last month (March 2023)\n* **Big Sur**: 3-day solo camping trip in early April 2023\n\nTotal: 8 days. (Note: You also mentioned a 7-day family road trip in Utah in February, but explicitly stated \"not camping for this time.\")\n\nYou spent 8 days on camping trips in the United States this year.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0625, "ms": 41381, "ingest": { "rows": 773, "ms": 84, "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": "2026-10-02T23:51:25.068Z" } } }, { "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 excerpts:\n\n* **Marvel Cinematic Universe movies**: You watched all 22 movies in \"two weeks\" (mentioned on 2023-05-23 and 2023-05-25).\n* **Main Star Wars films**: You watched them in \"a week and a half\" (mentioned on 2023-05-25).\n\nTotal: 2 weeks + 1.5 weeks = 3.5 weeks.\n\nIt took you a total of 3.5 weeks.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1, "ms": 46167, "ingest": { "rows": 723, "ms": 108, "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": "2026-10-02T23:51:26.993Z" } } }, { "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 excerpts:\n\n* **Peace lily**: Bought two weeks before 2023-05-20 (approx. 2023-05-06)\n* **Succulent**: Bought two weeks before 2023-05-20 (approx. 2023-05-06)\n* **Snake plant**: Received from sister \"last month\" (mentioned on 2023-05-25)\n\nTotal: 3 plants.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0455, "ms": 42212, "ingest": { "rows": 734, "ms": 75, "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": true, "raw": "Yes.", "at": "2026-10-02T23:51:28.939Z" } } }, { "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 excerpts provided, you have the following expenses:\n\n* **2023-04-20**: New chain ($25)\n* **2023-04-20**: Bike lights ($40)\n\nTotal: $65. (Note: You also mentioned purchasing a Bell Zephyr helmet on April 10th, but the price was not stated, so it is not included in this total.)\n\nTotal spent: $65", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 40924, "ingest": { "rows": 752, "ms": 133, "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": "2026-10-02T23:51:31.056Z" } } }, { "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 excerpts, here are the driving times for your three road trip destinations:\n\n* Outer Banks, North Carolina: 4 hours (mentioned on 2023-05-21)\n* Mountains in Tennessee: 5 hours (mentioned on 2023-05-21)\n* Washington D.C.: 6 hours (mentioned on 2023-05-26)\n\nTotal: 4 + 5 + 6 = 15 hours.\n\nYou spent a total of 15 hours driving to those three destinations.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2162, "ms": 49418, "ingest": { "rows": 725, "ms": 127, "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": true, "raw": "Yes.", "at": "2026-10-02T23:51:33.093Z" } } }, { "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 excerpts provided, you visited the following doctors:\n\n* **Dr. Lee** (Dermatologist for a biopsy on a mole): mentioned on 2023-05-20\n* **Dr. Smith** (Primary care physician for a UTI): mentioned on 2023-05-21\n* **Dr. Patel** (ENT specialist for chronic sinusitis): mentioned on 2023-05-22\n\nTotal: 3 doctors.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2712, "ms": 40039, "ingest": { "rows": 739, "ms": 74, "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": "2026-10-02T23:51:34.941Z" } } }, { "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": "You had a doctor's appointment \"last Thursday\" (relative to your conversation on 2023-05-24), and you mentioned on 2023-05-29 that you didn't get to bed until 2 AM \"last Wednesday,\" which made the following Thursday morning a struggle.\n\nYou went to bed at 2 AM.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0816, "ms": 36603, "ingest": { "rows": 765, "ms": 139, "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": "2026-10-02T23:51:36.914Z" } } }, { "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 excerpts provided, you have used the following citrus fruits in your cocktail recipes:\n\n* **Orange**: Used to make homemade orange bitters (2023-05-21).\n* **Lime**: Used in a classic Daiquiri (2023-05-25) and a Cucumber Gimlet (2023-05-30).\n\nTotal: 2 different types of citrus fruits.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 37211, "ingest": { "rows": 738, "ms": 114, "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": "2026-10-02T23:51:38.898Z" } } }, { "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 excerpts, you attended the following movie festivals:\n\n* **Austin Film Festival**: Mentioned on 2023-05-21 (participated in the 48-hour film challenge).\n* **Seattle International Film Festival**: Mentioned on 2023-05-21 (attended a Q&A for \"The Weight of Water\").\n* **Portland Film Festival**: Mentioned on 2023-05-25 (volunteered and assisted with a masterclass).\n* **AFI Fest in LA**: Mentioned on 2023-05-26 (attended a screening of \"Joker\" and a Q&A).\n\nTotal: 4 festivals.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0822, "ms": 52136, "ingest": { "rows": 736, "ms": 115, "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": "2026-10-02T23:51:40.880Z" } } }, { "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": "You mentioned taking social media breaks on the following dates:\n* Mid-January: 7 days (\"a week-long break\")\n* Mid-February: 10 days (\"a 10-day break\")\n\nTotal: 17 days.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 28423, "ingest": { "rows": 719, "ms": 159, "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": "2026-10-02T23:51:42.772Z" } } }, { "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 excerpts provided, you have the following tanks:\n\n* **1-gallon tank**: Set up for a friend's kid (mentioned 2023-05-21)\n* **20-gallon community tank (\"Amazonia\")**: Your current main tank (mentioned 2023-05-23, 2023-05-27)\n\n(Note: You previously had a 5-gallon tank with a betta named Finley, but you referred to it as your \"old tank\" on 2023-05-23).\n\nTotal: 2 tanks.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 48264, "ingest": { "rows": 764, "ms": 143, "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": "2026-10-02T23:51:44.662Z" } } }, { "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": "Based on the excerpts provided, you have mentioned the following luxury purchases:\n\n* Luxury evening gown (2023-05-24): $800\n* Gucci designer handbag (2023-05-25): $1,200\n* High-end Italian designer leather boots (2023-05-28): $500\n\nTotal: $2,500\n\nNote: Some items may be missing as these are only the luxury purchases explicitly stated in the conversations.\n\nThe total amount spent on luxury items mentioned is $2,500.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0606, "ms": 49206, "ingest": { "rows": 757, "ms": 109, "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": "2026-10-02T23:51:46.559Z" } } }, { "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 excerpts, you have explicitly mentioned the time spent on the following games:\n\n* **The Last of Us Part II** (Hard difficulty): 30 hours (mentioned on 2023-05-25)\n* **Celeste**: 10 hours (mentioned on 2023-05-27)\n* **Hyper Light Drifter**: 5 hours (mentioned on 2023-05-23)\n* **The Last of Us Part II** (Normal difficulty): 25 hours (mentioned on 2023-05-29)\n\nTotal: 70 hours.\n\nPlease note that some time may be missing as you mentioned having played other games (such as Assassin's Creed Odyssey) without specifying the number of hours spent.\n\nYou have spent a total of 70 hours playing games.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0202, "ms": 59936, "ingest": { "rows": 691, "ms": 99, "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": "2026-10-02T23:51:48.427Z" } } }, { "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 excerpts, you have attended the following weddings in 2023:\n\n* Your cousin Rachel's vineyard wedding in August (mentioned 2023-10-15)\n* Your friend Jen's rustic barn wedding \"last weekend\" (mentioned 2023-10-15)\n* Your college roommate Emily's rooftop garden wedding in the city (mentioned 2023-10-15)\n* Your sister's wedding (mentioned 2023-10-15)\n\nTotal: 4 weddings (some may be missing as these are the only ones explicitly mentioned).\n\nYou have attended 4 weddings this year.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.1064, "ms": 49016, "ingest": { "rows": 732, "ms": 123, "cached": 732 }, "recalled": 111, "queries": [ "wedding", "married", "ceremony", "reception", "invitation", "celebrated marriage" ], "blockRows": 52, "blockChars": 36234, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:51:50.443Z" } } }, { "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": "Based on the excerpts, here are the babies born to your friends and family:\n\n* **Max** (Cousin Rachel's son) - born in March 2023\n* **Charlotte** (Friends Mike and Emma's daughter) - born around March 2023 (\"a few weeks after Rachel's baby shower\" in February/around the same time as Max)\n* **Ava** (Aunt's daughter) - born in April 2023\n* **Lily** (Aunt's daughter) - born in April 2023\n* **Jasper** (Friend David's son) - born a few weeks before May 13, 2023\n\nTotal: 5 babies (Note: Aaliyah is also mentioned, but as an adopted daughter, not as being born to your circle in the last few months).\n\n5 babies were born to friends and family members.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0187, "ms": 62529, "ingest": { "rows": 742, "ms": 92, "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": "2026-10-02T23:51:52.326Z" } } }, { "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 excerpts provided, here are the pieces of furniture you mentioned:\n\n* **Coffee table** (bought from West Elm): Mentioned on 2023-05-26 and 2023-05-29.\n* **Kitchen table** (fixed wobbly leg): Mentioned on 2023-05-26.\n* **IKEA bookshelf** (assembled): Mentioned on 2023-05-29.\n\nTotal: 3 pieces of furniture.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 42548, "ingest": { "rows": 726, "ms": 82, "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": false, "raw": "No.", "at": "2026-10-02T23:51:54.208Z" } } }, { "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": "To determine how many times you baked in the past two weeks (from 2023-05-16 to 2023-05-30), I have listed the mentioned events:\n\n* **Cookies**: Baked \"last Thursday\" (mentioned on 2023-05-24 and 2023-05-28), which would be 2023-05-18.\n* **Whole wheat baguette**: Baked \"last Saturday\" (mentioned on 2023-05-30), which would be 2023-05-20.\n* **Chocolate cake**: Baked \"last weekend\" for a birthday party (mentioned on 2023-05-30), which would be around 2023-05-20 or 2023-05-21.\n\nTotal: 3 times. (Note: Some other baking activities may be missing as they were not explicitly dated or occurred earlier).\n\nYou baked something 3 times.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 62223, "ingest": { "rows": 741, "ms": 77, "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": "2026-10-02T23:51:56.222Z" } } }, { "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 excerpts provided, you visited the following museums or galleries in February:\n\n* **Natural History Museum** (visited on 2/8)\n* **The Art Cube** (visited on 2/15)\n\nTotal: 2", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 29062, "ingest": { "rows": 753, "ms": 130, "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": "2026-10-02T23:51:58.310Z" } } }, { "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": "Based on the excerpts provided, you have tried or learned to cook the following cuisines:\n\n* **Thai**: Discussed Pok Pok and its authentic Thai cuisine (2023-05-21).\n* **Ethiopian**: Tried a new restaurant (2023-05-24).\n* **Indian**: Learned how to make chicken tikka masala in a class (2023-05-26).\n* **Korean**: Tried a recipe for bibimbap from a cooking class's library (2023-05-29) and attended a fermentation workshop to learn how to make kimchi (2023-05-29 and 2023-05-30).\n* **Vegan**: Attended a class on vegan cuisine and learned to make vegan lasagna (2023-05-30).\n\nTotal: 5 cuisines.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 53452, "ingest": { "rows": 752, "ms": 130, "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": "2026-10-02T23:52:00.275Z" } } }, { "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 excerpts provided, you viewed the following properties before making an offer on the Brookside townhouse:\n\n* **3-bedroom bungalow in the Oakwood neighborhood**: viewed on 2023-01-22\n* **Property in Cedar Creek**: viewed on 2023-02-01\n* **1-bedroom condo in the downtown area**: viewed on 2023-02-10\n* **2-bedroom condo**: fell in love with on 2023-02-15 (offer rejected on the 17th)\n* **3-bedroom townhouse in the Brookside neighborhood**: viewed on 2023-02-22 (offer put in on the 25th)\n\nTotal: 5 properties (including the townhouse itself).", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.3688, "ms": 54386, "ingest": { "rows": 750, "ms": 83, "cached": 750 }, "recalled": 136, "queries": [ "Brookside townhouse offer", "viewed properties", "house hunting", "real estate agent", "toured homes", "Brookside neighborhood" ], "blockRows": 50, "blockChars": 36397, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:52:02.366Z" } } }, { "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 excerpts provided, you have mentioned using the following food delivery services:\n\n* **Domino's Pizza**: Mentioned on 2023-05-22\n* **Uber Eats**: Mentioned on 2023-05-27\n* **Fresh Fusion**: Mentioned on 2023-05-30\n\nTotal: 3 different types of food delivery services.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0465, "ms": 37284, "ingest": { "rows": 725, "ms": 131, "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": "2026-10-02T23:52:04.347Z" } } }, { "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 provided excerpts do not contain information about how many hours of jogging or yoga you actually completed last week. While there is mention of your intention to practice yoga on Monday, Wednesday, and Friday mornings at 7:00 am (2023-05-22) and your goal to start with one or two sessions a week (2023-05-23), there is no record of the actual hours completed.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0274, "ms": 36031, "ingest": { "rows": 743, "ms": 153, "cached": 743 }, "recalled": 87, "queries": [ "jogging last week", "yoga last week", "ran last week", "did yoga last week", "jogging duration", "yoga duration" ], "blockRows": 52, "blockChars": 36102, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:52:06.360Z" } } }, { "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 provided excerpts, here is the follower growth mentioned for the past month (or recent period):\n\n* **Twitter**: Gained 120 followers (jumped from 420 to 540 over the past month), mentioned on 2023-05-29.\n* **TikTok**: Gained around 200 followers over the past three weeks, mentioned on 2023-05-29.\n\nComparing these two, you gained the most followers on TikTok.\n\nYou gained the most followers on TikTok.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0323, "ms": 41795, "ingest": { "rows": 780, "ms": 100, "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": "2026-10-02T23:52:08.383Z" } } }, { "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 excerpts provided, here are the grocery expenditures mentioned for the past month:\n\n* **Thrive Market**: around $150 (ordered \"last month\" as of 2023-05-26)\n* **Walmart**: around $120 (spent on Saturday, 2023-05-20, as per the conversation on 2023-05-26)\n* **Trader Joe's**: around $80 total for two people (visited the week before last as of 2023-05-29)\n* **Publix**: around $60 (ordered via Instacart last week as of 2023-05-30)\n\nYou spent the most money at Thrive Market.\n\nThrive Market", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0488, "ms": 54774, "ingest": { "rows": 738, "ms": 108, "cached": 738 }, "recalled": 136, "queries": [ "grocery store", "supermarket", "spent", "receipt", "bought food", "grocery bill" ], "blockRows": 55, "blockChars": 36521, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:52:10.303Z" } } }, { "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 excerpts:\n- **Hawaii (Maui):** You booked a luxurious resort that costs \"over $300 per night\" (2023-05-24).\n- **Tokyo:** You stayed in a hostel that cost \"around $30 account per night\" when you went solo last January (2023-05-26).\n\nSubtracting the Tokyo cost from the Hawaii cost ($300 - $30 = $270), you spent over $270 more per night in Hawaii.\n\nYou spent over $270 more per night on accommodations in Hawaii compared to Tokyo.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0278, "ms": 44326, "ingest": { "rows": 763, "ms": 118, "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": false, "raw": "No.", "at": "2026-10-02T23:52:12.288Z" } } }, { "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": "Based on the excerpts provided, you attended the following art-related events in the past month (since today is 2023-03-08):\n\n* **\"Women in Art\" exhibition**: February 10th\n* **\"Art Afternoon\" event at the Children's Museum**: February 17th\n* **Guided tour at the History Museum**: February 24th\n* **Lecture on 'The Evolution of Street Art' at the Art Gallery**: March 3rd\n\nTotal: 4 events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0357, "ms": 41304, "ingest": { "rows": 729, "ms": 134, "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": "2026-10-02T23:52:14.177Z" } } }, { "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": "Based on the provided excerpts:\n\n* **Your age**: You stated on 2023-05-26 that you \"just turned 32 on February 12th.\"\n* **Your parents' ages**: On 2023-05-23, you mentioned your mom is 55 and your dad is 58.\n* **Your grandparents' ages**: The excerpts do not mention the ages of your grandparents (only that your grandma passed away in March).\n\nBecause the ages of your grandparents are missing, I cannot calculate the average age for the whole group. The average age for you and your parents is 45 (32 + 55 + 58 = 145; 145 / 3 = 48.33... wait, 145 / 3 is 48.33). Correction: (32 + 55 + 58) / 3 = 48.33.\n\nThe excerpts do not contain the ages of your grandparents.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 71163, "ingest": { "rows": 741, "ms": 69, "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": "2026-10-02T23:52:16.119Z" } } }, { "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 excerpts provided:\n\n* **March 3rd**: Appointment with primary care physician, Dr. Smith (Conversation on 2023-03-27, session answer_39900a0a_1).\n* **March 20th**: Follow-up appointment with orthopedic surgeon, Dr. Thompson (Conversation on 2023-03-27, session answer_39900a0a_3).\n\nTotal: 2 appointments.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0444, "ms": 41425, "ingest": { "rows": 748, "ms": 97, "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": "2026-10-02T23:52:18.190Z" } } }, { "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 excerpts:\n* You ordered the new remote shutter release on 2023-02-05.\n* The remote shutter release arrived on 2023-02-10.\n\nCalculation: February 10 - February 5 = 5 days.\n\nIt took 5 days to receive the new remote shutter release.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 38952, "ingest": { "rows": 729, "ms": 115, "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": "2026-10-02T23:52:20.121Z" } } }, { "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 excerpts provided, you use the following health-related devices:\n\n* **Fitbit Versa 3** (used for tracking activity, sleep, and guided breathing) - mentioned on 2023-05-27\n* **Accu-Chek Aviva Nano system** (used for testing blood sugar levels) - mentioned on 2023-05-27\n* **Nebulizer machine** (used for treatments) - mentioned on 2023-05-30\n\nTotal: 3 devices. (Note: Some devices may be missing if they were not mentioned in the conversations).\n\nYou use 3 health-related devices.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 46160, "ingest": { "rows": 705, "ms": 119, "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": false, "raw": "No.", "at": "2026-10-02T23:52:22.103Z" } } }, { "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 conversation from 2023-05-22, your 20-gallon tank contains:\n* 10 neon tetras\n* 5 golden honey gouramis\n* 1 small pleco catfish\n\nAdditionally, the conversation from 2023-05-27 mentions you have a betta fish named Bubbles in your 10-gallon tank.\n\n10 (neon tetras) + 5 (gouramis) + 1 (pleco) + 1 (betta) = 17\n\nThere are 17 fish in total in both of your aquariums.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0317, "ms": 48222, "ingest": { "rows": 761, "ms": 103, "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": "2026-10-02T23:52:24.042Z" } } }, { "id": "2788b940", "type": "multi-session", "question": "How many fitness classes do I attend in a typical week?", "answer": "5", "abstain": false, "mem": "on", "response": "Based on the excerpts provided, you attend the following fitness classes in a typical week:\n\n* **BodyPump**: Mondays at 6:30 PM (mentioned 2023-05-20, 2023-05-30)\n* **Zumba**: Tuesdays and Thursdays (mentioned 2023-05-20)\n* **Hip Hop Abs**: Saturdays at 10:00 AM (mentioned 2023-05-30)\n* **Yoga**: Sundays at 6:00 PM (mentioned 2023-05-29)\n\nTotal: 5 classes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0339, "ms": 50436, "ingest": { "rows": 726, "ms": 103, "cached": 726 }, "recalled": 107, "queries": [ "fitness class", "gym class", "yoga", "pilates", "spin", "workout session" ], "blockRows": 48, "blockChars": 36147, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:52:25.947Z" } } }, { "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": "* Bought on 2023-01-15 (from Amazon)\n* Arrived on 2023-01-20\n\nCalculation: 20 - 15 = 5 days.\n\nIt took 5 days for your laptop backpack to arrive after you bought it.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1463, "ms": 29369, "ingest": { "rows": 740, "ms": 111, "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": "2026-10-02T23:52:27.857Z" } } }, { "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": "Based on the excerpts provided:\n\n* **Silver necklace with small pendant**: acquired on 2023-04-15 (stated on 2023-05-28)\n* **Emerald earrings**: acquired on or before 2023-05-21 (mentioned as \"new\" on 2023-05-21)\n* **Engagement ring**: acquired approximately one month before 2023-05-28 (stated on 2023-05-28)\n\nTotal: 3 pieces (some others may be missing as you mentioned \"accumulating quite a few pieces over the years\").\n\nYou acquired 3 pieces of jewelry in the last two months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0256, "ms": 51048, "ingest": { "rows": 746, "ms": 120, "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": "2026-10-02T23:52:29.866Z" } } }, { "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 excerpts provided, you raised money in the following events:\n* Charity walk: $250 (2023-05-01)\n* Charity yoga event: $600 (2023-05-01)\n* Bike-a-Thon for Cancer Research: $5,000 (2023-05-01)\n\nTotal: $5,850", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1053, "ms": 40600, "ingest": { "rows": 706, "ms": 89, "cached": 706 }, "recalled": 113, "queries": [ "charity event money raised", "fundraiser total", "donations collected", "amount raised for charity", "charity drive results", "fundraising goal reached" ], "blockRows": 49, "blockChars": 36758, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:52:31.884Z" } } }, { "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": "Based on the conversation on 2023-05-25, you mentioned creating separate Trello boards for the following projects:\n- Data Mining project (2023-05-25)\n- Database Systems project (2023-05-25)\n\nTotal: 2 projects.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0625, "ms": 30189, "ingest": { "rows": 735, "ms": 154, "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": "2026-10-02T23:52:34.133Z" } } }, { "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 excerpts, you own the following musical instruments:\n\n* **Pearl Export drum set** (mentioned 2023-05-22)\n* **Korg B1 digital piano** (mentioned 2023-05-22)\n* **Guitar** (mentioned 2023-05-22 as something you've been playing \"for a while\")\n\nTotal: 3 instruments. (Note: You have expressed interest in buying a ukulele, but the excerpts do not state that you have purchased one yet).\n\nYou currently own 3 musical instruments.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.283, "ms": 49882, "ingest": { "rows": 718, "ms": 100, "cached": 718 }, "recalled": 129, "queries": [ "bought a guitar", "bought a piano", "bought a violin", "bought a drum", "bought a flute", "bought a saxophone" ], "blockRows": 65, "blockChars": 36429, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:52:36.012Z" } } }, { "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 excerpts provided:\n\n* **Road bike**: Serviced at Pedal Power on March 10th (mentioned in session answer_cc021f81_1).\n* **Commuter bike**: You planned to replace the front tire \"this month, before April comes\" (mentioned in session answer_cc021f81_2 on March 20th).\n\nTotal: 2 bikes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0444, "ms": 41427, "ingest": { "rows": 728, "ms": 110, "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": "2026-10-02T23:52:37.836Z" } } }, { "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 excerpts provided, here are the amounts you raised for charity:\n\n* **Animal shelter**: $2,000 (on 2023-01-20)\n* **American Cancer Society**: $500 (completed in February)\n* **Local food bank**: $250 (on 2023-03-12)\n* **Local children's hospital**: $1,000 (from a charity bake sale)\n* **Local music education program**: over $5,000 (from a benefit concert in April)\n\nTotal: Over $8,750.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0323, "ms": 47799, "ingest": { "rows": 792, "ms": 93, "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": "2026-10-02T23:52:39.682Z" } } }, { "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": "Based on the excerpts provided, you participated in faith-related activities on the following days in December:\n\n* **December 17th**: Bible study on faith and its application to daily life.\n* **December 24th**: Midnight mass at St. Mary's Church.\n\nTotal: 2 days.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0488, "ms": 31082, "ingest": { "rows": 670, "ms": 68, "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": false, "raw": "No.", "at": "2026-10-02T23:52:41.614Z" } } }, { "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 excerpts provided, you replaced or fixed the following kitchen items:\n\n* **Kitchen shelves**: Fixed \"last weekend\" (mentioned on 2023-05-20).\n* **Kitchen mat**: Replaced with a new one from IKEA (mentioned on 2023-05-21).\n* **Toaster**: Replaced with a toaster oven (mentioned on 2023-05-26 and 2023-05-30).\n* **Kitchen faucet**: Replaced with a new Moen one \"last Sunday\" (mentioned on 2023-05-28).\n* **Coffee maker**: Replaced/upgraded with a fancy espresso machine (mentioned on 2023-05-30).\n\nTotal: 5 items.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2979, "ms": 59109, "ingest": { "rows": 726, "ms": 82, "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": "2026-10-02T23:52:43.554Z" } } }, { "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": "Based on the excerpts provided, here are the rollercoasters you rode from July to October:\n\n* **July**: Mako, Kraken, and Manta at SeaWorld San Diego (3 rides)\n* **October 8th**: Xcelerator at Knott's Berry Farm (1 ride)\n* **October 15th**: Revenge of the Mummy at Universal Studios Hollywood (3 rides)\n* **September 24th**: Space Mountain: Ghost Galaxy at Disneyland (3 rides)\n\nTotal: 10 rides.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0333, "ms": 42505, "ingest": { "rows": 745, "ms": 138, "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": "2026-10-02T23:52:45.554Z" } } }, { "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 excerpts provided, here is the list of workshops and their costs:\n\n* **Mindfulness workshop** (December 12): $20\n* **Writing workshop** (November): $200\n* **Digital marketing workshop** (March 15-16): $500\n* **Photography workshop** (February 22): Free\n\nTotal: $720\n\n(Note: You mentioned attending an entrepreneurship workshop in January, but the cost for that specific event was not stated.)\n\nThe total money spent on attending workshops mentioned in the excerpts is $720.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.0313, "ms": 45393, "ingest": { "rows": 756, "ms": 115, "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": true, "raw": "Yes.", "at": "2026-10-02T23:52:47.554Z" } } }, { "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": "- New York City: 5 days (mentioned on 2023-05-21)\n- Hawaii: 10 days (mentioned on 2023-05-24)\n\nTotal: 15 days.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 34641, "ingest": { "rows": 732, "ms": 111, "cached": 732 }, "recalled": 110, "queries": [ "Hawaii trip dates", "how long was I in Hawaii", "New York City trip dates", "how long was I in NYC", "Hawaii travel duration", "New York City travel duration" ], "blockRows": 61, "blockChars": 36847, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:52:49.463Z" } } }, { "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 excerpts provided:\n\n* **Lecture on sustainable development**: 1 day (April 10)\n* **Workshop on standardization, normalization, and machine learning**: 2 days (April 17 and 18)\n\nTotal: 3 days.\n\nThe excerpts do not mention any conferences.\n\nYou spent 3 days attending workshops and lectures in April.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.087, "ms": 34466, "ingest": { "rows": 720, "ms": 131, "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": "2026-10-02T23:52:51.286Z" } } }, { "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 excerpts provided, you have mentioned the following rare items:\n\n* **Rare records**: 57 (mentioned on 2023-05-22)\n* **Rare coins**: 25 (mentioned on 2023-05-23)\n* **Rare books**: 5 (mentioned on 2023-05-22)\n\nTotal: 87 rare items.\n\nNote: You also mentioned an antique vase belonging to your grandmother, but it was not listed as part of a numbered collection.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 43778, "ingest": { "rows": 715, "ms": 127, "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": "2026-10-02T23:52:53.152Z" } } }, { "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 excerpts provided, here are the amounts earned from your market sales:\n\n* **2023-05-15**: $120 (from 12 bunches of fresh organic herbs)\n* **2023-05-29**: $225 (from 15 jars of homemade jam)\n* **Summer Solstice Market** (date not specified): $150 (20 potted herb plants at $7.5 each)\n\n**Total: $495**", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.0392, "ms": 42251, "ingest": { "rows": 742, "ms": 102, "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": "2026-10-02T23:52:54.989Z" } } }, { "id": "1a8a66a6", "type": "multi-session", "question": "How many magazine subscriptions do I currently have?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the excerpts:\n\n* **The New Yorker**: Subscribed in early February (2023-04-01).\n* **Forbes**: Canceled in early March (2023-04-01).\n\nYou currently have 1 magazine subscription.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 31881, "ingest": { "rows": 765, "ms": 136, "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": "2026-10-02T23:52:56.843Z" } } }, { "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 excerpts provided:\n\n* **Coursera**: You mentioned on 2023-05-23 that you had \"completed some courses\" and later specified on the same day, \"I've completed three courses on Coursera.\"\n* **edX**: You mentioned on 2023-05-30 that you had \"completed two courses on edX so far.\"\n\nTotal: 5 courses.\n\nYou have completed 5 online courses in total.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0339, "ms": 39110, "ingest": { "rows": 782, "ms": 119, "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": true, "raw": "Yes.", "at": "2026-10-02T23:52:58.771Z" } } }, { "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 excerpts provided:\n\n* **Happier Than Ever** by Billie Eilish: Downloaded on Spotify (2023-05-20)\n* **Midnight Sky** (EP) by The Whiskey Wanderers: Purchased at a festival merchandise booth (2023-05-20, 2023-05-26, 2023-05-29)\n\nTotal: 2 items. (Note: The assistant mentioned that \"The Whiskey Wanderers\" and \"Midnight Sky\" are not real, but you explicitly stated you purchased them).\n\nYou have purchased or downloaded 2 music albums or EPs.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 46608, "ingest": { "rows": 750, "ms": 118, "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": "2026-10-02T23:53:00.732Z" } } }, { "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 excerpts:\n* **High School**: You attended Arcadia High School from 2010 to 2014 (4 years).\n* **Associate's Degree**: You earned an Associate's degree from Pasadena City College (PCC) in May 2016 (approximately 2 years).\n* **Bachelor's Degree**: You graduated from UCLA in 2020, which took you four years to complete (4 years).\n\nTotal: 4 years (High School) + 2 years (Associate's) + 4 years (Bachelor's) = 10 years.\n\nYou spent a total of 10 years in formal education from high school to the completion of your Bachelor's degree.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0449, "ms": 52190, "ingest": { "rows": 725, "ms": 114, "cached": 725 }, "recalled": 122, "queries": [ "high school graduation date", "started high school", "started college", "Bachelor's degree completion date", "graduated college", "years of high school" ], "blockRows": 48, "blockChars": 37108, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:02.695Z" } } }, { "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": "Based on the excerpts provided:\n\n* **Poems**: 17 poems (mentioned on 2023-05-21)\n* **Short Stories**: 5 short stories (mentioned on 2023-05-28)\n* **Writing Challenge pieces**: 1 piece titled \"The Smell of Old Books\" (mentioned on 2023-05-30)\n\nTotal: 23 pieces.\n\nNote: This count only includes items explicitly stated; there may be more if you have completed additional work not mentioned in these conversations.\n\nYou have completed a total of 23 pieces of writing.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.0274, "ms": 49164, "ingest": { "rows": 769, "ms": 127, "cached": 769 }, "recalled": 112, "queries": [ "short stories completed", "poems written", "writing challenge entries", "finished writing", "completed piece", "writing progress" ], "blockRows": 48, "blockChars": 36117, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:04.796Z" } } }, { "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 excerpts provided:\n\n* **Nephew Jack's eighth grade graduation**: Attended \"last month\" (relative to 2023-07-21) (2023-06-21)\n* **Colleague Alex's leadership development program graduation**: Attended \"a few weeks ago\" (relative to 2023-07-21) (approx. July 2023)\n* **Best friend Rachel's master's degree graduation**: Attended \"a couple of weeks ago\" (relative to 2023-07-21) (approx. July 2023)\n* **Cousin Emma's preschool graduation**: Attended \"about two months ago\" (relative to 2023-07-21) (approx. May 2023)\n\nTotal: 4 graduation ceremonies.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 59364, "ingest": { "rows": 766, "ms": 122, "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": false, "raw": "No.", "at": "2026-10-02T23:53:06.782Z" } } }, { "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": "The excerpts do not mention you baking egg tarts; they only mention you baking a chocolate cake, a whole wheat baguette, cookies, and planning to make a strawberry tart.\n\nYou have baked egg tarts 0 times.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 1, "ms": 35001, "ingest": { "rows": 760, "ms": 7557, "cached": 405 }, "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": "2026-10-02T23:53:08.713Z" } } }, { "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": "The provided excerpts do not contain any information about museums or galleries you visited in December.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 42838, "ingest": { "rows": 731, "ms": 21167, "cached": 154 }, "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": "2026-10-02T23:53:10.802Z" } } }, { "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 support the premise that you have a 30-gallon tank; they only mention a 10-gallon tank (housing Bubbles the betta) and a 20-gallon tank (housing 10 neon tetras, 5 golden honey gouramis, a small pleco catfish, and potentially other fish you were considering adding).\n\nThe excerpts do not mention a 30-gallon tank.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 50226, "ingest": { "rows": 715, "ms": 12603, "cached": 130 }, "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": "2026-10-02T23:53:12.686Z" } } }, { "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": "The provided excerpts do not mention the purchase or arrival of an iPad case.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 34858, "ingest": { "rows": 762, "ms": 12856, "cached": 160 }, "recalled": 102, "queries": [ "iPad case order", "bought iPad case", "iPad case arrived", "iPad case delivery", "iPad case shipping", "received iPad case" ], "blockRows": 50, "blockChars": 37297, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:14.586Z" } } }, { "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 provided excerpts:\n\n* **Hawaii**: You mentioned on 2023-05-23 that you had to plan everything out for a \"10-day\" trip.\n* **Seattle**: There is no mention of a trip to Seattle in the excerpts.\n\nTotal: 10 days (Hawaii), 0 days (Seattle).\n\nYou spent 10 days in Hawaii, but the excerpts do not contain information about any travel to Seattle.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "No", "abstained": true, "f1": 1, "ms": 63880, "ingest": { "rows": 787, "ms": 23613, "cached": 181 }, "recalled": 114, "queries": [ "Hawaii trip dates", "how long was I in Hawaii", "Seattle trip dates", "how long was I in Seattle", "Hawaii itinerary", "Seattle itinerary" ], "blockRows": 51, "blockChars": 36632, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:16.413Z" } } }, { "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": "The excerpts do not support the premise that you have completed a Master's degree; they only indicate that you were considering pursuing one.\n\nBased on the provided information, your formal education includes:\n- **High School**: Arcadia High School from 2010 to 2014 (4 years).\n- **Associate's Degree**: Pasadena City College (PCC), completed in May 2016.\n- **Bachelor's Degree**: UCLA, completed in 2020, which you stated \"took me four years to complete\" (4 years).\n\nThe total time explicitly mentioned for high school and your Bachelor's is 8 years, plus the time spent earning your Associate's degree.\n\nThe excerpts do not contain information regarding the completion of a Master's degree.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 55896, "ingest": { "rows": 756, "ms": 104, "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": "2026-10-02T23:53:18.380Z" } } }, { "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 your previous interest in using Adobe Premiere Pro, I recommend the following resources:\n\n**Official & Educational Platforms:**\n* **Adobe Premiere Pro's official documentation and tutorials**: The best place for technical guidance.\n* **Online courses**: Platforms like **Udemy, LinkedIn Learning, and Skillshare** offer structured learning paths.\n\n**YouTube Channels:**\n* **Premiere Bro**, **Video Copilot**, and **Adobe Creative Cloud** are specifically recommended for Premiere Pro users.\n\n**Community Support:**\n* **Reddit's r/premierepro** and the **Adobe Premiere Pro forum** are great for troubleshooting and peer advice.\n\nSince you mentioned you enjoy using Premiere Pro and are interested in advanced settings like the Lumetri Color Panel and color grading, these resources will help you build on those specific skills.\n\nThe best resources for you are Adobe's official tutorials, YouTube channels like Premiere Bro and Video Copilot, and platforms like Udemy or LinkedIn Learning.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1529, "ms": 73107, "ingest": { "rows": 752, "ms": 11144, "cached": 238 }, "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": "2026-10-02T23:53:20.268Z" } } }, { "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": "Based on your current photography setup, here are some suggested accessories:\n\n**Lighting and Power**\n* **Flash Accessories**: Since you decided on the **Godox V1**, you might consider a **Godox V1 Hard Case**, a **Nanuk 915**, or a **Pelican 1060** for protection, or a **Think Tank Photo Flash Pouch** for a softer option.\n* **External Power**: To keep your **Sony A7R IV** charged on the go, an **Anker PowerCore 20000 PD**, **Mophie Powerstation XXL**, or **Jackery Titan S 20000** would be excellent additions.\n\n**Support and Transport**\n* **Tripod**: You have expressed interest in the **Gitzo GT3543LS**; if you purchase this, ensure you have a compatible head (such as the **Gitzo GH3382QD ballhead**).\n* **Camera Bag**: Since you are looking to upgrade your bag for your Sony gear, brands like **Think Tank Photo, Lowepro, F-Stop Gear, Peak Design,** and **MindShift Gear** are recommended for their compatibility with Sony systems.\n\n**Specialized Gear**\n* **Candle Photography Props**: Since you have an eco-friendly candle business, you could incorporate **nature-inspired elements** (pinecones, shells), **botanicals** (eucalyptus, rosemary), **reclaimed wood**, or **earth-toned fabrics** like linen and burlap to style your scenes.\n\nThe suggested accessories include protective cases and power banks for your Godox V1 and Sony A7R IV, a Gitzo tripod, a specialized camera bag, and organic styling props for your candle business.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1039, "ms": 111587, "ingest": { "rows": 718, "ms": 14218, "cached": 59 }, "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": "2026-10-02T23:53:22.255Z" } } }, { "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": "Based on your professional background and goals, I have two sets of recommendations:\n\n**For your interest in AI Research, Robotics, and Autonomous Systems**\nSince you mentioned you are pursuing a PhD to become an AI researcher in Robotics and Autonomous Systems and are specifically interested in \"multi-agent and multimodal reinforcement learning,\" I recommend following these peer-reviewed conferences you explicitly mentioned:\n* **NeurIPS** (Neural Information Processing Systems)\n* **ICML** (International Conference on Machine Learning)\n* **ICLR** (International Conference on Learning Representations)\n* **CVPR** (Conference on Computer Vision and Pattern Recognition)\n* **ICCV** (International Conference on Computer Vision)\n\n**For your work in Medical Image Analysis**\nBecause you are \"working in the field\" of deep learning for medical image analysis and have previously asked for advanced topics like multi-modal image fusion, transfer learning, and domain adaptation, you may find these publications/topics interesting:\n* **Explainable AI (XAI):** You previously explored visualization techniques (e.g., Grad-CAM, Saliency Maps, LIME, SHAP) and survey papers by Rajpurkar et al. and Jimenez-Sánchez et al.\n* **Multi-Modal Fusion:** Research on fusing images for brain tumor segmentation or breast cancer diagnosis (e.g., Wang et al., 2019; Chen et al., 2020).\n\nI am using the details from your conversations on 2023-05-22 and 2023-05-23 where you described your research interests and career goals.\n\nI recommend following the NeurIPS, ICML, ICLR, CVPR, and ICCV conferences for Robotics/AI, and continuing your research into XAI and multi-modal fusion for medical image analysis.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1206, "ms": 115566, "ingest": { "rows": 725, "ms": 12044, "cached": 164 }, "recalled": 153, "queries": [ "recent publications", "conferences I mentioned", "papers I liked", "research interests", "upcoming conferences", "academic articles" ], "blockRows": 50, "blockChars": 36754, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:53:24.400Z" } } }, { "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": "The provided excerpts do not contain any information about a trip to Miami or hotel recommendations for that location.\n\nI do not have any information in my memory to suggest a hotel for your trip to Miami.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.1538, "ms": 37523, "ingest": { "rows": 739, "ms": 14152, "cached": 82 }, "recalled": 110, "queries": [ "Miami hotel", "Miami trip", "Miami recommendations", "where to stay in Miami", "Miami vacation", "Miami accommodation" ], "blockRows": 60, "blockChars": 36411, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:53:26.324Z" } } }, { "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'm happy to help you find some cultural events, but since I'm a large language model, I don't have access to your location. To find interesting events happening around you this weekend, I suggest using the following methods:\n\n1. **Online Event Calendars**: Use platforms like **Eventbrite** or **Meetup** with keywords such as \"cultural exchange,\" \"language festival,\" or \"international festival.\"\n2. **Social Media and Local News**: Follow local cultural organizations or community centers on Facebook, Twitter, or Instagram, and check local news websites.\n3. **Language Schools and Cultural Centers**: Since you've been taking language exchange classes at a local school, you might check with them or your tutor, Juan, for local recommendations.\n4. **Embassies and Consulates**: Contact the embassies of countries you are interested in (such as France, Spain, or Colombia) as they often host national day celebrations or cultural events.\n\nSince you mentioned that you \"volunteered at [a cultural festival] last month\" and have an interest in language diversity, you might specifically look for events that celebrate linguistic diversity or heritage months.\n\nI do not have access to your location to provide specific events in your area.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.1724, "ms": 88754, "ingest": { "rows": 766, "ms": 12434, "cached": 184 }, "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": "2026-10-02T23:53:28.133Z" } } }, { "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": "Based on your interests, here are a few recommendations:\n\n* **If you want to lean into your interest in stand-up comedy and storytelling:** Since you are an aspiring comedian and specifically like the storytelling style of John Mulaney's *Kid Gorgeous*, I recommend watching **Hasan Minhaj: Homecoming King** or **Mike Birbiglia: My Girlfriend's Boyfriend** on Netflix. I previously suggested these because they are \"masterclass[es] in storytelling\" and \"engaging narratives\" that could help you improve your own craft.\n* **If you are in the mood for something related to your recent interest in ancient Egypt:** I recommend a documentary like **\"Ancient Egypt: Life and Death in the Valley of the Kings\"** (BBC) or **\"Secrets of the Pharaohs\"** (National Geographic). I suggested these to complement your interest in the pyramids and the Sphinx following the lecture series you attended in February.\n* **If you want something relaxing after your long commute:** You might enjoy a comedy special like **Brian Regan: Nunchucks and Flamethrowers** for some lighthearted, engaging humor.\n\nDepending on whether you want to study comedy, explore history, or just unwind, I suggest one of these options.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1287, "ms": 73821, "ingest": { "rows": 770, "ms": 94, "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": true, "raw": "Yes.", "at": "2026-10-02T23:53:29.931Z" } } }, { "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 your past conversations, here are several activities you can do in the evening, tailored to your interests and current goals:\n\n**For Relaxation and Sleep (Winding down by 9:30 pm):**\nSince you prefer to be ready for sleep by 9:30 pm, you can follow the wind-down routine previously discussed:\n* **Relaxation Techniques**: Spend 20-30 minutes reading a non-stimulating book, practicing deep breathing, or doing gentle yoga/stretching.\n* **Meditation**: Use apps like Headspace, Calm, or Insight Timer, or try specific guided meditations like \"Progressive Muscle Relaxation\" to release tension.\n* **Guided Imagery**: You previously expressed interest in guided imagery exercises to cope with emotions and find comfort; doing these before bed can help you process your day in a calming way.\n* **Digital Detox**: Disconnect from screens 30 minutes before bed to improve your sleep quality.\n\n**For Creative Hobbies:**\n* **Painting**: You can work on your cityscape paintings, utilizing techniques like fabric stamping and drybrushing to capture the energy of a city at sunset.\n\n**For Physical Well-being:**\n* **Low-Impact Exercise**: Since you recently finished 8 weeks of yoga and are looking for joint-friendly activities, you could incorporate a gentle evening walk or an outdoor yoga session in your backyard or a local park.\n\n**For Personal Growth and Reflection:**\n* **Journaling**: This was recommended as a way to process emotions (especially regarding the upcoming 10-year anniversary of your father's passing) and to clear your mind before sleep.\n\nThe best choice depends on whether you are looking to be productive, creative, or focused on your 9:30 pm sleep goal.\n\nAnswer: You can engage in low-impact exercise like yoga or walking, work on your cityscape paintings, practice guided imagery or meditation, or use journaling to process your emotions.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.1, "ms": 114614, "ingest": { "rows": 762, "ms": 12322, "cached": 179 }, "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": "2026-10-02T23:53:31.830Z" } } }, { "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 your past concerns and the tools you've recently acquired, here are some tailored tips for keeping your kitchen clean:\n\n**Maintain Your Organizers**\nSince you recently bought a new utensil holder to keep your countertops clutter-free, remember to \"Clean Your Utensil Holder Regularly\" by removing food residue or debris to prevent bacteria growth.\n\n**Care for Your Surfaces**\nTo keep your granite countertops looking their best and avoid further damage:\n* **Use protective barriers:** Use coasters and pads under objects (like pots, pans, and utensils) and always use a cutting board to prevent new scratches.\n* **Use gentle cleaning tools:** Always use soft, clean cloths to wipe them down and avoid harsh chemicals, abrasive cleaners, or acidic substances.\n* **Prevent buildup:** Regularly clean the surfaces to stop dirt and debris from accumulating and causing more scratches.\n\n**Keep Appliances Maintained**\n* **Garbage Disposal:** To prevent odors and clogs, try the baking soda and vinegar method (1/2 cup baking soda followed by 1 cup vinegar, sitting for 1-2 hours) or grind small pieces of lemon or orange to leave a fresh scent.\n* **Faucet:** Keep an eye on your faucet for leaks; performing a visual inspection of the aerator and O-rings can help you catch small issues before they become bigger messes.\n\n**General Maintenance**\n* Following the advice from your pasta cooking tips, remember that avoiding overcrowding your pots and cleaning as you go helps prevent the \"mushy or sticky\" residue from spreading to your counters.\n\nThe best way to keep your kitchen clean is to regularly maintain your granite surfaces, clean your new utensil holder, and use natural deodorizers for your garbage disposal.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1574, "ms": 97187, "ingest": { "rows": 765, "ms": 13646, "cached": 201 }, "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": "2026-10-02T23:53:33.823Z" } } }, { "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": "Based on your recent experiences and the recommendations provided in your conversations, here is some advice for getting better results with your slow cooker:\n\n**For Yogurt Making:**\n* **Use a Thermometer:** It is \"highly recommended to ensure accurate temperature control and consistent yogurt making results\" rather than just waiting 2-3 hours for the milk to heat up.\n* **Maintain Temperature:** During incubation, cover the slow cooker and wrap it with a towel or blanket to maintain a consistent temperature.\n* **Consistency Control:** If you are making cashew-based yogurt, ensure you strain the mixture through a cheesecloth or nut milk bag to remove solids for a smooth consistency.\n\n**For Plant-Based and General Meals:**\n* **Ingredient Variety:** Use a variety of vegetables to add texture and nutrients, and experiment with different grains like quinoa or brown rice to add fiber.\n* **Flavor Enhancement:** Don't be afraid to get creative with spices, and consider adding a splash of vinegar or lemon juice to enhance flavors and aid digestion.\n* **Sodium Control:** When using canned beans or tomatoes, choose low-sodium options and rinse them with water.\n* **Heat Settings:** Specifically for yogurt, use a low heat setting to prevent the mixture from scorching or burning.\n\nYou are a food blogger and have recently been trying to eat more plant-based meals, so these adjustments to your slow cooker techniques should help you refine your recipes for your blog and your own diet.\n\nThe best way to get consistent results is to use a thermometer for temperature-sensitive recipes like yogurt and to experiment with grains and acids to enhance the flavor of your plant-based stews and chilis.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0.1452, "ms": 99038, "ingest": { "rows": 746, "ms": 12223, "cached": 178 }, "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": "2026-10-02T23:53:35.646Z" } } }, { "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 conversation on 2023-05-25, here are several suggestions to socialize with your colleagues while working from home:\n\n* **Virtual Coffee Breaks**: Schedule regular informal video calls for casual chats. (We discussed framing this as a collaborative suggestion and setting ground rules, such as \"no work talk allowed,\" to keep it relaxed).\n* **Online Team Activities**: Organize virtual games or team-building exercises, like trivia or online escape rooms.\n* **Collaborative Projects**: Join working groups or cross-departmental projects to increase your interactions.\n* **Social Channels**: Use platforms like Slack or Microsoft Teams to create informal chat groups for non-work conversations.\n* **Recognition and Celebrations**: Host virtual parties or give shout-outs for birthdays, milestones, or work anniversaries.\n* **Interest-Based Groups**: Start a book club or a fitness challenge based on shared interests.\n\nSince you previously mentioned that you enjoy the flexibility of working from home but miss \"watercooler conversations,\" these options are designed to recreate those organic social interactions remotely.\n\nI recommend starting with the **virtual coffee breaks** since you expressed a particular liking for that idea in our last discussion.\n\nWould you like to revisit the email template or the script for bringing this up in your next team meeting?", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2129, "ms": 82012, "ingest": { "rows": 724, "ms": 12985, "cached": 134 }, "recalled": 149, "queries": [ "colleagues", "coworkers", "team bonding", "work friends", "staying in touch", "professional networking" ], "blockRows": 49, "blockChars": 36655, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:37.458Z" } } }, { "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": "Based on your garden harvests and cooking preferences mentioned in your past conversations, you have **cherry tomatoes**, **basil**, and **mint** available.\n\nI recommend making a **fresh Pasta Primavera or Pesto Pasta**. \n\n**Why this recommendation:**\n* **Homegrown Ingredients:** You explicitly mentioned harvesting cherry tomatoes (2023-05-23) and using basil and mint in your cooking (2023-05-23).\n* **Preference for Healthy Meals:** You have previously asked for healthy meal ideas for a family gathering (2023-05-24) and healthy lunch ideas involving mixed greens and vinaigrettes (2023-05-25), suggesting a preference for nutrient-dense, fresh meals.\n* **Previous Suggestions:** The assistant previously suggested \"Veggie-Packed Pasta Primavera\" using cherry tomatoes (2023-05-24) and \"Pesto Pasta\" using basil (2023-05-23), both of which perfectly utilize your current harvest.\n\n**Meal Idea:**\nYou could prepare a **Pesto Pasta with Roasted Cherry Tomatoes**. Use your fresh basil to make a vibrant pesto and roast your homegrown cherry tomatoes to toss into the dish. To incorporate your mint, you could serve a side **Garden Salad** with mixed greens and a mint-infused vinaigrette, as you have previously enjoyed quinoa salads with mixed greens and vinaigrettes (2023-05-25).\n\nServe a Pesto Pasta using your homegrown basil and cherry tomatoes, paired with a mint-infused mixed greens salad.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1306, "ms": 93457, "ingest": { "rows": 753, "ms": 11417, "cached": 219 }, "recalled": 120, "queries": [ "what did I plant in my garden", "homegrown vegetables", "harvested from garden", "garden produce", "what is growing in my garden", "vegetables I grew" ], "blockRows": 47, "blockChars": 36465, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:39.483Z" } } }, { "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 your past conversations, here are a few ways you can find new inspiration for your paintings:\n\n* **Leverage your current habits**: You mentioned on 2023-05-23 that you have already been \"getting inspiration from social media,\" so continuing to explore art communities there is a proven method for you.\n* **Use your balcony garden**: Since you started a small herb garden on your balcony (mentioned 2023-05-21), you could use these plants as live subjects. This ties in with your interest in painting realistic flowers, for which I previously recommended you \"Observe and Study Real Flowers\" (2023-05-23).\n* **Explore your other interests**: You are a guitarist inspired by David Gilmour and Stevie Ray Vaughan (2023-05-29). You might find inspiration by trying to capture the \"tone\" or mood of their music visually on canvas.\n* **Try a new challenge**: You recently started a 30-day painting challenge (2023-05-23); if you have finished it or feel stuck within it, setting a new thematic constraint or a different short-term challenge might spark fresh ideas.\n* **Incorporate your DIY side**: Since you enjoy upcycling and creative problem solving (as seen in your jeans project on 2023-05-29 and your professional role as a marketing specialist), you could try experimenting with mixed media or painting on non-traditional surfaces.\n\nTo specifically help you get unstuck, I previously recommended that you \"Engage with content that excites you and keeps you motivated\" (2023-05-23).\n\nI recommend using your balcony herb garden as a subject since you already have a personal connection to it and have expressed an interest in realistic flower painting.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1354, "ms": 111430, "ingest": { "rows": 722, "ms": 21541, "cached": 99 }, "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": "2026-10-02T23:53:41.390Z" } } }, { "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": "Based on your past interests, I recommend making the **Pimm's Cup with a Twist**.\n\nI am suggesting this because on 2023-05-21, you spent a significant amount of time refining this specific recipe. You decided to use **Hendrick's gin** and a **Ruby Red Grapefruit simple syrup** to achieve a balanced flavor and a \"lovely pink hue.\" You also planned to muddle cucumber slices for a more pronounced, fresh flavor and serve the drinks in **Collins glasses** to showcase the layers and garnishes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1467, "ms": 52356, "ingest": { "rows": 775, "ms": 11933, "cached": 204 }, "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": "2026-10-02T23:53:43.329Z" } } }, { "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": "Based on our previous conversations, you have a portable power bank and a wireless charging pad. While the excerpts do not contain specific tips for extending your phone's internal battery life, I can suggest the following based on the items you already own:\n\n* **Use your portable power bank**: Since you've been looking for ways to organize your power bank for travel, keeping it charged and accessible can mitigate the frustration of a dying battery during the day.\n* **Utilize your wireless charging pad**: Ensure your phone is topped up at home or in your office using your charging pad so you start your day at 100%.\n\nIf you are looking for software-related tips to make your battery last longer, the excerpts do not provide that information.\n\nThe excerpts do not contain specific tips for improving phone battery life.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.2032, "ms": 60359, "ingest": { "rows": 726, "ms": 13330, "cached": 110 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:53:45.351Z" } } }, { "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": "Based on your past conversations, you enjoy experimenting with richer flavors, unique sugars, and adding texture to your baked goods. Here are a few recommendations tailored to your preferences:\n\n* **Swap your sugar for Turbinado or Muscovado**: Since you've found that \"turbinado sugar adds a richer flavor\" and you like the \"stronger, more intense flavor\" of muscovado sugar to balance spices, replacing some of the white sugar in your cookies with one of these would add a deep, caramel-like complexity.\n* **Add a pinch of sea salt**: In a previous discussion about turbinado sugar, the assistant recommended that \"a pinch of flaky sea salt or kosher salt can enhance the flavor\" in cookies and brownies. This would provide a great contrast to the sweetness of the chocolate chips.\n* **Incorporate nuts for texture**: You previously explored nuts for carrot cake, and since you liked the \"rich, nutty flavor\" of walnuts and the \"buttery flavor\" of pecans, adding these to your cookies would provide a satisfying crunch.\n* **Add a hint of spice**: You have an interest in \"spicy and fruity flavors\" (as seen in your cocktail experiments) and \"warm spices like cinnamon, nutmeg, or cardamom\" (as seen in your baking discussions). Adding a touch of cinnamon or a pinch of cardamom to the dough could give your cookies the \"something extra\" you're looking for.\n\nWould you like a specific suggestion on the ratios for any of these additions?", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1089, "ms": 95454, "ingest": { "rows": 790, "ms": 18557, "cached": 59 }, "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": "2026-10-02T23:53:47.382Z" } } }, { "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": "Based on your past successes and preferences, here are a few recommendations for your gathering:\n\n* **Lemon-Flavored Cake**: Since you mentioned your \"lemon poppyseed cake... was a hit\" for a colleague's going-away party, a lemon-based dessert would be a safe and popular choice. You could stick with the poppyseed version or try the **Lemon Lavender Pound Cake** you recently planned for a friend's birthday.\n* **Chewy Chocolate Chip Cookies**: These are a \"classic favorite\" and would be easy to serve to a group.\n* **Slow Cooker Desserts**: Since you just got a new slow cooker from Bed Bath & Beyond and are excited to experiment with it, you could try the **Chocolate Lava Cake** or **Apple Cider Donuts** mentioned in the slow cooker recipe suggestions.\n\n**Recommendation**: If you want something that is proven to be a hit with colleagues specifically, I recommend the **lemon poppyseed cake**, as you have already had success with that specific audience.\n\nWhich of these sounds best for your colleagues?", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1509, "ms": 71252, "ingest": { "rows": 714, "ms": 11983, "cached": 161 }, "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": "2026-10-02T23:53:49.329Z" } } }, { "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": "Since you are currently planning a new mid-century modern walnut dresser with a satin finish and brass accents to replace your current one, you might want to wait until that piece arrives or consider its specific dimensions (like its low profile and tapered legs) when planning your layout.\n\nBased on your past conversations, here are some tailored tips for your bedroom rearrangement:\n\n* **Optimize for Connectivity**: You mentioned having \"issues with the Wi-Fi signal\" in your bedroom (slow speeds and disconnections). When moving furniture, ensure you aren't placing large pieces of furniture or metal objects directly between your bedroom and the living room where your Asus RT-AC68U router is located, as this could further block the signal.\n* **Create a \"Wind-Down\" Zone**: Since you've established a healthy habit of reading a self-help book for 20-30 minutes before bed to unwind, ensure your bedside table is positioned for easy access to your book and a lamp with dimmable lighting to signal to your brain that it's time for sleep.\n* **Maintain Airflow**: If you are aiming for a mid-century modern aesthetic, remember that the style emphasizes \"lightness and airiness.\" Avoid overcrowding the room; leaving open space around your furniture will complement the low profile of the dresser you're designing.\n\n**General Rearranging Tips:**\n1. **Map it out**: Sketch your room or use an app to test layouts before moving heavy furniture.\n2. **Clear the decks**: Remove small items and clutter first to make the actual moving process easier.\n3. **Consider the flow**: Ensure there are clear walking paths from the door to the bed and dresser.\n\nWould you like suggestions on where to place your new dresser specifically to fit the mid-century modern look?\n\n**Answer: Consider your Wi-Fi signal path and your bedtime reading routine when rearranging, and keep in mind the dimensions of the mid-century modern walnut dresser you are planning.**", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.17, "ms": 114320, "ingest": { "rows": 750, "ms": 17345, "cached": 149 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:53:51.244Z" } } }, { "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": "Based on your recent interest in upgrading from a Fender Stratocaster to a Gibson Les Paul (2023-05-25), here are some tips on what to look for:\n\n* **Tone and Pickups**: Since you were considering the warmer, fuller tone of a Les Paul for rock, blues, or metal, listen for that strong midrange presence. If you want more versatility—especially for the open D tuning you've been exploring—look for models with a **coil-tap or coil-splitting feature**. This will allow you to access brighter, single-coil sounds similar to your Stratocaster.\n* **Playability and Feel**: Be mindful of the difference in neck profiles. You are used to the \"fast, slim neck profile\" of a Stratocaster, but a Les Paul typically has a \"thicker, more substantial neck.\" Make sure the neck feels comfortable in your hand.\n* **Weight**: Keep in mind that a Les Paul is generally heavier (around 9-10 lbs) than a Stratocaster (7-8 lbs), so consider how that weight feels on your shoulder.\n* **Specific Needs for Fingerpicking**: If you plan to play acoustic-like patterns (like \"Blackbird\"), check the **action and string height**. As mentioned previously, Les Pauls can have higher action for bending, which might make intricate fingerpicking more challenging.\n\nSince you are visiting the store, I highly recommend trying both the standard humbucker models and the coil-split versions to see which one feels more like \"home\" to you.\n\nLook for a guitar with a neck profile you find comfortable and consider a model with coil-splitting for added tonal flexibility.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1474, "ms": 98549, "ingest": { "rows": 756, "ms": 13601, "cached": 125 }, "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": "2026-10-02T23:53:53.167Z" } } }, { "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": "Based on your previous preferences, you are looking to reduce sugar intake and save money, and you have already been making a creamer with almond milk, vanilla extract, and honey (mentioned on 2023-05-21).\n\nUsing the tips provided to you on 2023-05-21, here are a few recommendations to vary your recipe:\n\n* **Change the Milk Base**: To get a creamier texture, you could swap the almond milk for **cashew milk or oat milk**.\n* **Swap the Sweetener**: Since you want to reduce sugar, you could replace the honey with **stevia, monk fruit sweetener, or yacon syrup**.\n* **Add Spices**: For a unique taste without adding sugar, try adding **cinnamon, nutmeg, or cardamom**.\n* **Experiment with Extracts**: Instead of just vanilla, you could try pairing it with **almond, coconut, or hazelnut extracts**.\n* **Boost Nutrition**: You could stir in a teaspoon of **collagen peptides, protein powder, or MCT oil** for extra energy.\n\nIf you want a specific combination, you might try a **Cinnamon-Almond Creamer** (almond milk, almond extract, cinnamon, and a touch of monk fruit sweetener) to keep it healthy and budget-friendly.\n\nTo make your creamer healthier, the assistant previously recommended: \"Consider alternative sweeteners like stevia, monk fruit sweetener, or yacon syrup, which are lower in calories and sugar content.\"\n\nI recommend experimenting with cashew milk or monk fruit sweetener because you mentioned a desire to reduce sugar and save money.\n\nTry substituting honey with monk fruit sweetener and using cashew milk for a creamier, low-sugar alternative.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1696, "ms": 87562, "ingest": { "rows": 755, "ms": 76, "cached": 755 }, "recalled": 116, "queries": [ "coffee creamer recipe", "homemade creamer", "creamer ingredients", "coffee additive", "best creamer", "coffee flavorings" ], "blockRows": 55, "blockChars": 36458, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:55.123Z" } } }, { "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 your past conversations, there are a few details that suggest your living room could be a factor:\n\n* **Cat Hair and Dander**: On 2023-05-26, you mentioned having a cat that \"sheds a lot\" and asked for ways to keep your living room dust-free and for vacuum recommendations to handle cat hair.\n* **Dust and Allergens**: In that same conversation, the assistant noted that \"dust, dander, and other allergens\" can accumulate and suggested using a HEPA filter vacuum to trap 99.97% of these particles.\n\nSince you have a shedding cat and have been concerned about dust in that specific room, it is possible that pet dander or dust is triggering your sneezing.\n\nThe excerpts do not provide a medical diagnosis, but they support the premise that your living room contains potential allergens.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2514, "ms": 62290, "ingest": { "rows": 733, "ms": 13122, "cached": 126 }, "recalled": 131, "queries": [ "living room", "sneezing", "allergies", "dust", "mold", "cleaning living room" ], "blockRows": 61, "blockChars": 36702, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:53:56.942Z" } } }, { "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": "Based on your past conversations, attending your high school reunion could be a positive experience for a few reasons:\n\n* **Positive Memories:** You mentioned on 2023-05-23 that you \"still remember the happy high school experiences such as being part of the debate team and taking advanced placement courses in economics.\"\n* **Existing Connections:** You have expressed interest in your peers' lives, noting on 2023-05-23 that \"a lot of old high school friends plan to work after the graduate from university.\"\n\nGiven that you are currently feeling nostalgic and have a fond recollection of your time in high school, a reunion could be a great way to lean into those positive feelings and catch up with the friends you've been thinking about.\n\nWhether it's a good idea depends on your current mood, but your memories of high school seem to be very happy.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2871, "ms": 62638, "ingest": { "rows": 698, "ms": 9987, "cached": 238 }, "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": "2026-10-02T23:53:58.820Z" } } }, { "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 previous conversations, I recommend that you consider buying a NAS device now if you are currently feeling the pressure of your home network's storage capacity.\n\nI am basing this on the following details from our conversation on 2023-05-29:\n* **Current Pain Points**: You mentioned you are \"having some issues with my home network's storage capacity.\"\n* **Existing Workflow**: You noted that you are \"already backing up my files to an external hard drive,\" but expressed that a NAS would be \"more convenient and provide more storage.\"\n* **Specific Goals**: You are interested in using it as a \"central backup location for all my devices, including my laptop and phone,\" which suggests a need for a more integrated system than your current external drive setup.\n\nIf your current storage issues are hindering your productivity or if you are worried about the security and centralization of your backups, the convenience and redundancy of a NAS would provide immediate value.\n\nWhether you should buy now or wait depends on if your storage issues are urgent or if you are waiting for a specific budget or new hardware release.\n\nThe excerpts do not provide a definitive answer on whether you should buy now or wait, but they highlight your current storage struggles and desire for more convenience.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2464, "ms": 79678, "ingest": { "rows": 728, "ms": 13508, "cached": 105 }, "recalled": 116, "queries": [ "NAS", "network attached storage", "home server", "hard drive", "data backup", "storage capacity" ], "blockRows": 42, "blockChars": 36468, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:00.761Z" } } }, { "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 your previous interests and recent visits, here are some suggestions for your theme park weekend:\n\n**Recommended Parks**\nSince you have already visited **Disneyland, Knott's Berry Farm, Six Flags Magic Mountain, and Universal Studios Hollywood**, you have covered the major highlights of the Los Angeles area. Depending on whether you want to stay local or travel, you might consider:\n* **Legoland California**: If you are looking for a change of pace from the thrill rides of Six Flags.\n* **A Return Trip for Seasonal Events**: Since you expressed a strong interest in Halloween-themed events and the **VIP Experience at Universal Studios Hollywood**, you could plan your weekend around the mid-September to early November window to experience the \"Halloween Horror Nights\" gourmet buffet and behind-the-scenes tour you were inquiring about.\n\n**Tailored Advice**\n* **For the Thrill-Seeker**: Since you've visited Six Flags Magic Mountain, you likely enjoy high-intensity rides. I recommend checking the updated \"Fright Fest\" schedule if you visit during the fall.\n* **For the Foodie**: You previously asked about \"must-try food items\" and \"exclusive dining experiences.\" I suggest planning your weekend around a \"culinary tour\" of the parks, specifically looking for the themed menus like the **Blue Bayou's Halloween Menu** at Disneyland or the **Boo-fet** at Knott's Scary Farm.\n\n**Logistical Tip**\nSince you mentioned you are in **Portland, Oregon**, and have become \"used to long drives\" following a road trip 6 weeks ago, you could easily combine a visit to a few of these Southern California parks into one extended weekend trip.\n\nWould you like me to help you narrow down a date based on the seasonal events, or perhaps help you plan the drive from Portland again?", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2436, "ms": 109274, "ingest": { "rows": 701, "ms": 19387, "cached": 222 }, "recalled": 142, "queries": [ "theme park", "Disney", "Universal", "Six Flags", "amusement park", "vacation ideas" ], "blockRows": 55, "blockChars": 36465, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:02.735Z" } } }, { "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": "Based on your previous meal prep interests, you enjoy combinations like quinoa, roasted vegetables, and plant-based proteins like lentil bolognese. You have also shown an interest in Mexican-inspired flavors and recreating restaurant-style sides.\n\nHere are a few suggestions for your meal prep next week:\n\n**1. Mexican-Inspired Bowls (Building on your interest in Mexican cuisine)**\nSince you were looking for healthy Mexican recipes, you could try **Chicken or Roasted Vegetable Fajita Bowls**. \n* **Base**: Quinoa (which you use regularly) or brown rice.\n* **Protein**: Sautéed chicken breast or roasted zucchini and bell peppers.\n* **Add-ins**: Black beans, corn, and avocado.\n* **Sauce**: A dollop of the **Garlic-Lime Crema** or **Cilantro-Lime Yogurt Sauce** we discussed for your sweet potato fries.\n\n**2. Elevated Roasted Veggie Plates (Building on your favorite sides)**\nSince you've previously asked for seasoning ideas for roasted sweet potatoes, you could create a variety platter:\n* **Main**: Pan-seared salmon or tofu.\n* **Veggie Mix**: Roasted sweet potatoes (try the **Mediterranean Style** with lemon and oregano) paired with the **Brussels sprouts with balsamic glaze** we discussed.\n* **Grain**: A fresh batch of quinoa.\n\n**3. Plant-Based Hearty Bowls (Building on your lentil bolognese)**\nSince you liked the lentil bolognese, you might enjoy a **Chickpea and Sweet Potato Curry**.\n* **Protein**: Chickpeas and tempeh.\n* **Veggie**: Roasted sweet potatoes and spinach.\n* **Grain**: Quinoa or basmati rice.\n\n**Quick Tip for your prep:**\nSince you previously mentioned making homemade granola for snacks, you could prep a batch of that as well to have a healthy treat throughout the week!\n\nWould you like a specific recipe for any of these, or perhaps some more seasoning ideas for your vegetables?", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1566, "ms": 105890, "ingest": { "rows": 714, "ms": 11261, "cached": 190 }, "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": "2026-10-02T23:54:04.693Z" } } }, { "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 your previous interests and visits to Denver, here are some suggestions for your upcoming trip:\n\n**Music and Entertainment**\nSince you've expressed a love for the city's music scene and have previously visited **Red Rocks Amphitheatre** (where you met Brandon Flowers of The Killers), you might enjoy exploring other venues:\n* **Historic Venues**: Check out The Ogden Theatre, The Bluebird Theater, or The Fillmore Auditorium.\n* **Intimate Spots**: Visit Larimer Lounge or The hi-dive for indie and alternative acts.\n* **Record Shopping**: Spend some time at the legendary Twist & Shout Records.\n\n**Dining**\nIf you are attending another concert at Red Rocks, you previously considered **The Ship Rock Grille** for its outdoor patio views of the amphitheater. If you're in the mood for BBQ, several options were mentioned nearby:\n* **Wayne's Smoke Shack** (Morrison, CO) is just a few minutes from Red Rocks.\n* **GQue BBQ** (Golden, CO), **Moe's Original BBQ** (Wheat Ridge, CO), or **Dinosaur Bar-B-Que** and **Big B's Delicious BBQ** (Lakewood/Arvada area).\n\n**Other Activities**\nDepending on the timing of your visit, you could look into local festivals like **Grandoozy**, the **Denver Folk Festival**, the **Denver Jazz Festival**, or **Riot Fest Denver** (which typically takes place in September).\n\nSince you've mentioned working on improving your packing habits recently—specifically using a portable charger on your last trip to Chicago—remember to bring one along for your time exploring Denver!\n\nThe excerpts suggest visiting music venues like Red Rocks, exploring the local music scene, and dining at spots like The Ship Rock Grille or local BBQ joints.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1494, "ms": 90364, "ingest": { "rows": 757, "ms": 103, "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": "2026-10-02T23:54:06.901Z" } } }, { "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 previous interest in nature and wildlife documentaries, I recommend the following from my previous suggestions:\n\n* **Dynasties**: This series focuses on family dynamics and intimate, character-driven storytelling with animal groups like lions and chimpanzees.\n* **Chasing Coral**: A more urgent, personal story that uses immersive underwater footage to document the decline of coral reefs.\n\nIf you are in the mood for something different, you also mentioned finishing **\"Tiger King\"**, so you might enjoy other true crime documentaries like **\"The Keepers\"** or **\"The Staircase\"**.\n\nSince you've recently expressed an interest in environmental protection and the Amazon rivers (from our conversation on 2023-05-28), **\"Chasing Coral\"** or **\"The River Runs Red\"** would be excellent choices.\n\n**Recommendation: \"Chasing Coral\" or \"Dynasties\" because you specifically asked for more information on them and expressed a passion for nature and the environment.**", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2, "ms": 70368, "ingest": { "rows": 753, "ms": 12455, "cached": 173 }, "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": "2026-10-02T23:54:08.847Z" } } }, { "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 your recent bike maintenance, it is very likely that the performance improvement is due to the fact that you replaced your bike's chain and cassette on February 1st. In the conversation on 2024-02-20, you explicitly stated that this \"has contributed to an improvement in the bike's performance.\"\n\nThe performance improvement is likely due to the new chain and cassette you installed on February 1st.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2903, "ms": 45948, "ingest": { "rows": 723, "ms": 10893, "cached": 219 }, "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": "2026-10-02T23:54:10.758Z" } } }, { "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": "Based on your previous conversations, you have an **iPhone 13 Pro**. I can recommend several accessories that we have already discussed or that would complement your device:\n\n**1. Screen Protection**\nSince you mentioned having a cracked screen protector on 2023-05-27, you might want a high-quality replacement. Recommended brands include:\n* **Zagg** (InvisibleShield series)\n* **Spigen**, **TechArmor**, or **Belkin** for a balance of clarity and durability.\n\n**2. Protective Cases**\nDepending on your priority, you could consider:\n* **Wallet Cases**: If you want to carry cards and cash, brands like **Nomad** (premium leather), **Bellroy** (slim), or **OtterBox** (rugged/durable) are good options.\n* **Rugged Protection**: If you prioritize durability over slimness, the **OtterBox** series is highly recommended.\n\n**3. Power and Charging**\nTo keep your phone charged on-the-go, you mentioned interest in a **wireless charging power bank** on 2023-05-27. Some high-quality power bank brands to look into are:\n* **Anker**, **Xiaomi**, or **RavPower** for fast charging and reliability.\n\n**4. Health and Fitness Integration**\nSince you are currently focusing on muscle growth, taking 30-minute lunch walks, and looking for fitness trackers (as of 2023-05-30), you might consider a tracker that syncs well with your iPhone, such as the **Apple Watch** or a **Fitbit** device.\n\nWhich of these are you most interested in right now?\n\nI suggest a screen protector, a wallet or rugged case, and a wireless charging power bank for your iPhone 13 Pro.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2101, "ms": 105996, "ingest": { "rows": 759, "ms": 11333, "cached": 225 }, "recalled": 137, "queries": [ "phone model", "what phone do I have", "bought a new phone", "phone accessories", "case for my phone", "screen protector" ], "blockRows": 54, "blockChars": 36829, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:12.691Z" } } }, { "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": "Based on our previous conversations, you have already started listening to podcasts during your commute, specifically \"How I Built This,\" which you found inspiring. You also mentioned you've been listening to true crime and self-improvement content and are now interested in branching out into history.\n\nDepending on your mode of transport, here are the recommendations I've previously suggested:\n\n**If you are biking (which you've been planning as a way to avoid the crowded Monday buses):**\n* **Productive Options**: Audiobooks, language learning (using apps like Duolingo, Babbel, or Rosetta Stone), and mental preparation for your workday.\n* **Entertainment Options**: Music playlists, storytelling podcasts, comedy, or nature sounds and guided meditation.\n* **Safety Note**: I previously recommended that you \"keep the volume low enough to be aware of your surroundings, and avoid using earbuds that block your hearing.\"\n\n**If you are continuing with your 40-minute commute (via bus or bike):**\n* **History Podcasts**: I recommended creating a playlist with *Hardcore History*, *Lore*, and *The Dollop*. \n* **Listening Schedule**: To avoid burnout, I suggested alternating podcasts (e.g., *Hardcore History* on Monday/Tuesday, *Lore* on Wednesday/Thursday, and *The Dollop* on Friday).\n\nI recommend focusing on the history podcasts since you recently expressed a specific interest in that genre.\n\nThe best activities for your commute are listening to podcasts (especially history, true crime, and self-improvement), audiobooks, language learning, or using the time for mental preparation.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0.1951, "ms": 99337, "ingest": { "rows": 789, "ms": 16273, "cached": 137 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:54:14.523Z" } } }, { "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 your previous questions about navigating Tokyo, here are some helpful tips to ease your anxiety:\n\n**Transportation and Navigation**\n* **Use a Suica Card:** As mentioned in your previous conversations, a Suica card is highly recommended. You can use it to \"tap in and out at stations\" for trains and buses, making travel much more convenient than buying individual tickets.\n* **Plan Your Route:** The assistant previously suggested using \"a transit app or Google Maps to find the best route to your meeting point\" and to \"account for any transfers and check the schedule for trains or buses.\"\n* **Airport to Hotel:** If you are worried about the initial arrival, you have a few clear options from Narita Airport to Shinjuku Station, ranging from the convenient JR Narita Express (N'EX) to the more budget-friendly Keisei Skyliner or Limited Express.\n\n**Getting Help**\n* **Hotel Concierge:** Since you are staying at the Park Hyatt Tokyo, remember that their \"concierge team is available to assist with everything from restaurant reservations to sightseeing arrangements.\"\n* **Station Staff:** If you get lost or are unsure of a fare, the assistant recommended that you \"don't hesitate to ask station staff or a local for help.\"\n\n**General Tips**\n* **Money:** To avoid stress over cash, you can use 7-Eleven ATMs (which accept international cards) or visit currency exchange services like Travelex or Seven Bank inside Shinjuku Station.\n* **Walking:** When visiting areas like the Tsukiji Fish Market, remember to \"wear comfortable shoes\" as it can be crowded.\n\nThe best way to reduce anxiety is to use your Suica card for easy transit and rely on the Park Hyatt concierge for personalized guidance.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1267, "ms": 104109, "ingest": { "rows": 735, "ms": 13358, "cached": 116 }, "recalled": 82, "queries": [ "Tokyo transportation tips", "getting around Tokyo", "Tokyo subway guide", "Tokyo travel advice", "Tokyo navigation", "Tokyo transit" ], "blockRows": 46, "blockChars": 36218, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:16.449Z" } } }, { "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 excerpts:\n- Last weekend (relative to 2022-09-24): 3-mile loop trail at Valley of Fire State Park (from session answer_5237bb0b_2)\n- Two weekends ago (relative to 2022-09-24): 5-mile hike at Red Rock Canyon (from session answer_5237bb0b_1)\n\n3 miles + 5 miles = 8 miles.\n\nThe total distance of the hikes is 8 miles.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0667, "ms": 36301, "ingest": { "rows": 768, "ms": 134, "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": "2026-10-02T23:54:18.417Z" } } }, { "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 conversation on 2023-05-28, \"The Nightingale\" has 440 pages. In the conversation on 2023-05-30, you stated that you were on page 250.\n\n440 total pages - 250 pages read = 190 pages\n\nYou have 190 pages left to read in 'The Nightingale'.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0465, "ms": 58436, "ingest": { "rows": 749, "ms": 22183, "cached": 88 }, "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": "2026-10-02T23:54:20.254Z" } } }, { "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": "The taxi ride cost $12 (mentioned on 2023-05-25), and your daily train fare is $6 (mentioned on 2023-05-28).\n\n$12 - $6 = $6\n\nThe taxi ride was $6 more expensive than the train fare.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0588, "ms": 41520, "ingest": { "rows": 720, "ms": 10793, "cached": 222 }, "recalled": 80, "queries": [ "taxi ride cost", "train fare", "commute expense", "taxi fare", "train ticket price", "transportation cost" ], "blockRows": 50, "blockChars": 36371, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:54:22.175Z" } } }, { "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": "You started the year with 250 followers (mentioned on 2023-05-28) and had around 350 followers after two weeks of posting regularly (mentioned on 2023-05-23).\n\n350 followers - 250 followers = 100 followers.\n\nThe approximate increase in Instagram followers was 100.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0488, "ms": 43950, "ingest": { "rows": 724, "ms": 13516, "cached": 100 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:54:24.003Z" } } }, { "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 excerpts, you mentioned the following antique or vintage items acquired from family members:\n\n* **Antique tea set** from your cousin Rachel (mentioned 2023-05-25)\n* **Vintage typewriter** that belonged to your dad (mentioned 2023-05-25)\n* **Vintage diamond necklace** from your grandmother (mentioned 2023-05-30)\n* **Antique music box** from your great-aunt (mentioned 2023-05-30)\n* **Depression-era glassware** from your mom (mentioned 2023-05-30)\n\nTotal: 5 items.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0282, "ms": 65144, "ingest": { "rows": 730, "ms": 19230, "cached": 121 }, "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": "2026-10-02T23:54:25.820Z" } } }, { "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 conversations, here are the costs for those items:\n\n* **Dental chews**: $10 (2023-05-22)\n* **Flea and tick collar**: $20 (2023-05-22)\n* **Stainless steel food bowl**: $15 (2023-05-26)\n* **Measuring cup**: $5 (2023-05-26)\n\nTotal: $10 + $20 + $15 + $5 = $50\n\nThe total cost for these items is $50.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0392, "ms": 68463, "ingest": { "rows": 739, "ms": 25307, "cached": 112 }, "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": "2026-10-02T23:54:27.833Z" } } }, { "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 conversation from 2023-05-23, you spent $75 on groceries at SaveMart last Thursday. Since you mentioned on 2023-05-22 that you have a membership that earns 1% cashback on all purchases, the calculation is $75 x 0.01 = $0.75.\n\nYou earned $0.75 in cashback.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.08, "ms": 46259, "ingest": { "rows": 786, "ms": 12417, "cached": 206 }, "recalled": 86, "queries": [ "SaveMart cashback", "SaveMart last Thursday", "cashback earned", "SaveMart receipt", "SaveMart rewards", "cashback amount" ], "blockRows": 57, "blockChars": 36518, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:29.685Z" } } }, { "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": "The luxury boots cost $800 (stated on 2023-05-22), and the similar pair found at a budget store cost $50 (stated on 2023-05-22).\n\n$800 - $50 = $750\n\nThe difference in price is $750.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0625, "ms": 46523, "ingest": { "rows": 770, "ms": 12604, "cached": 188 }, "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": "2026-10-02T23:54:31.630Z" } } }, { "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": "On your last trip, you packed 5 pairs of shoes but only wore two (your sneakers and sandals), which is 40% (2 divided by 5).\n\nYou wore 40% of the shoes you packed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0606, "ms": 37843, "ingest": { "rows": 728, "ms": 10856, "cached": 231 }, "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": "2026-10-02T23:54:33.580Z" } } }, { "id": "51c32626", "type": "multi-session", "question": "When did I submit my research paper on sentiment analysis?", "answer": "February 1st", "abstain": false, "mem": "on", "response": "The excerpts do not contain the specific date you submitted your research paper on sentiment analysis; they only mention that you submitted it to ACL (which the assistant later referred to as EACL).\n\nThe excerpts do not state when you submitted your research paper.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 40150, "ingest": { "rows": 749, "ms": 13274, "cached": 219 }, "recalled": 93, "queries": [ "submitted research paper sentiment analysis", "sentiment analysis paper submission", "sent research paper", "finished sentiment analysis paper", "research paper deadline", "submitted my paper" ], "blockRows": 45, "blockChars": 36208, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:54:35.462Z" } } }, { "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 conversation on 2023-05-27, the book from your favorite author was originally priced at $30 and you paid $24 (as mentioned on 2023-05-23).\n\nArithmetic:\n$30 (original) - $24 (paid) = $6 discount.\n$6 / $30 = 0.20 or 20%.\n\nYou got a 20% discount on the book.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0426, "ms": 48447, "ingest": { "rows": 746, "ms": 12144, "cached": 180 }, "recalled": 118, "queries": [ "favorite author", "book discount", "bought book", "percentage off book", "discount code book", "author book price" ], "blockRows": 47, "blockChars": 36969, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:37.406Z" } } }, { "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 excerpts:\n\n* **HelloFresh**: You stated on 2023-05-23, \"I recently tried HelloFresh and got a 40% discount on my first order.\"\n* **UberEats**: The assistant provided a new user discount code \"EATS5\" for $5 off a first order on 2023-05-23. There is no mention of a percentage discount for your specific first UberEats order.\n\nThe excerpts provide a percentage for HelloFresh (40%) but only a flat dollar amount ($5) for the UberEats new user promotion, so a percentage comparison cannot be made.\n\nThe excerpts do not contain enough information to determine if you received a higher percentage discount on HelloFresh compared to your first UberEats order.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 73501, "ingest": { "rows": 730, "ms": 18885, "cached": 119 }, "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": false, "raw": "No.", "at": "2026-10-02T23:54:39.320Z" } } }, { "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 excerpts provided:\n\n* **My Favorite Murder**: You mentioned on 2023-05-26 that you \"just finished episode 12.\"\n* **How I Built This**: You mentioned on 2023-05-29 that you \"have finished around 15 episodes so far.\"\n\nTotal: 12 + 15 = 27 episodes.\n\nYou have listened to a total of approximately 27 episodes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0377, "ms": 54547, "ingest": { "rows": 764, "ms": 17563, "cached": 143 }, "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": "2026-10-02T23:54:41.451Z" } } }, { "id": "6456829e", "type": "multi-session", "question": "How many plants did I initially plant for tomatoes and cucumbers?", "answer": "8", "abstain": false, "mem": "on", "response": "- Tomatoes: 5 plants (mentioned on 2023-05-29)\n- Cucumbers: 3 plants (mentioned on 2023-05-28)\n\nTotal: 8 plants.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1, "ms": 29379, "ingest": { "rows": 746, "ms": 82, "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": "2026-10-02T23:54:43.492Z" } } }, { "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 conversation from 2023-05-24, you mentioned that you usually work 40 hours a week, but some weeks can go up to 45 hours. However, in the conversation from 2023-05-29, you specifically stated, \"During peak campaign seasons, I increase my work hours by 10 hours weekly to accommodate the additional workload,\" and later referenced working \"up to 50 hours per week\" in the context of your resume.\n\nCalculation: 40 hours (typical) + 10 hours (increase) = 50 hours.\n\nDuring peak campaign seasons, you work up to 50 hours per week.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0225, "ms": 55415, "ingest": { "rows": 758, "ms": 12815, "cached": 168 }, "recalled": 108, "queries": [ "peak campaign hours", "weekly hours during campaign", "campaign season schedule", "how many hours I work peak", "campaign workload", "typical week campaign season" ], "blockRows": 50, "blockChars": 36728, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:54:45.504Z" } } }, { "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 conversation on 2023-05-25 (Thu), you stated that you are 32 years old. In the conversation on 2023-05-24 (Wed), you mentioned that the average age of employees in your department is 29.5 years old.\n\nArithmetic: 32 - 29.5 = 2.5\n\nYou are 2.5 years older than the average age of employees in your department.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0984, "ms": 53585, "ingest": { "rows": 774, "ms": 14471, "cached": 93 }, "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": "2026-10-02T23:54:47.633Z" } } }, { "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 excerpts:\n\n* **Facebook ad campaign:** reached around 2,000 people (mentioned on 2023-05-29).\n* **Instagram influencer collaboration:** promoted the product to 10,000 followers (mentioned on 2023-05-29).\n\nTotal: 12,000 people.\n\nThe total number of people reached was 12,000.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 49163, "ingest": { "rows": 739, "ms": 13142, "cached": 137 }, "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": "2026-10-02T23:54:49.505Z" } } }, { "id": "681a1674", "type": "multi-session", "question": "How many Marvel movies did I re-watch?", "answer": "2", "abstain": false, "mem": "on", "response": "Based on the excerpts:\n\n* **Avengers: Endgame**: re-watched on 2023-05-20 (mentioned in conversation on 2023-05-21)\n* **Spider-Man: No Way Home**: re-watched (mentioned in conversation on 2023-05-27)\n\nTotal: 2 movies.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0556, "ms": 50244, "ingest": { "rows": 734, "ms": 20918, "cached": 71 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:54:51.488Z" } } }, { "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": "The excerpts provide the following information regarding the cost of your designer handbag:\n* On 2023-05-21, you mentioned it was originally $500.\n* On 2023-05-24, you stated you got it for $200.\n\nCalculation: $500 (original price) - $200 (purchase price) = $300.\n\nYou saved $300 on the designer handbag.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0435, "ms": 55224, "ingest": { "rows": 776, "ms": 13412, "cached": 131 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:54:53.450Z" } } }, { "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 excerpts:\n\n* **Goals**: 3 goals (stated on 2023-05-26)\n* **Assists**: 2 assists (stated on 2023-05-28)\n\nTotal: 5 (3 goals and 2 assists).\n\nYou have a total of 5 goals and assists.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 30195, "ingest": { "rows": 753, "ms": 106, "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": "2026-10-02T23:54:55.279Z" } } }, { "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 excerpts:\n\n* **Car wash**: $15 (on February 3rd)\n* **Parking ticket**: $50 (on January 5th)\n\nYou spent a total of $65 on the car wash and parking ticket.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 47940, "ingest": { "rows": 766, "ms": 21250, "cached": 239 }, "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": "2026-10-02T23:54:57.357Z" } } }, { "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 excerpts:\n\n* **Swimming**: You used to swim competitively in college (mentioned on 2023-05-26).\n* **Tennis**: You used to play tennis competitively in high school (mentioned on 2023-05-26).\n\nTotal: 2 sports.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0, "ms": 45912, "ingest": { "rows": 695, "ms": 12589, "cached": 104 }, "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": "2026-10-02T23:54:59.354Z" } } }, { "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 excerpts provided, the two hobbies that led you to join online communities are:\n\n1. **Photography**: You mentioned on 2023-05-29 that \"the online communities I've joined have been super helpful in learning new techniques and getting feedback on my work\" regarding editing photos in Lightroom.\n2. **Cooking**: You mentioned on 2023-05-30 that you \"already joined a few online communities related to cooking, which led me to engage in discussions about recipe techniques and share my thoughts on food-related posts.\"\n\nThe two hobbies are photography and cooking.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0652, "ms": 50967, "ingest": { "rows": 715, "ms": 13153, "cached": 119 }, "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": "2026-10-02T23:55:01.288Z" } } }, { "id": "a1cc6108", "type": "multi-session", "question": "How old was I when Alex was born?", "answer": "11", "abstain": false, "mem": "on", "response": "Based on the excerpts provided:\n* The user is 32 years old (mentioned on 2023-05-24).\n* Alex is 21 years old (mentioned on 2023-05-21).\n\nArithmetic: 32 - 21 = 11.\n\nYou were 11 years old when Alex was born.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0526, "ms": 47863, "ingest": { "rows": 742, "ms": 14170, "cached": 82 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:55:03.149Z" } } }, { "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 the conversation on 2023-05-29, you mentioned: \"I'm really close to redeeming a free skincare product from Sephora, I just need a total of 300 points and I'm all set!\"\n\nYou need a total of 300 points.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 46448, "ingest": { "rows": 727, "ms": 17555, "cached": 176 }, "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": "2026-10-02T23:55:04.966Z" } } }, { "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 excerpts provided:\n\n* **Chicago**: You mentioned a \"last 4-day trip to Chicago\" (2023-05-23).\n* **Japan**: You visited from April 15th to 22nd (2023-05-29), which is 8 days.\n\nTotal: 4 days + 8 days = 12 days.\n\nYou spent a total of 12 days in Japan and Chicago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3175, "ms": 36203, "ingest": { "rows": 700, "ms": 105, "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": "2026-10-02T23:55:06.810Z" } } }, { "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 excerpts:\n\n* **Vintage diamond necklace**: You mentioned on 2023-05-23 that it is worth $5,000.\n* **Antique vanity**: You stated on 2023-05-25 that you believe you can sell it for at least $150.\n\nThe minimum amount you could get for both is $5,150.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0816, "ms": 45245, "ingest": { "rows": 750, "ms": 13685, "cached": 120 }, "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": "2026-10-02T23:55:08.886Z" } } }, { "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": "The countryside property is listed at $200,000 (2023-05-23), and the estimated cost for the renovations on your current house is $20,000 (2023-05-26).\n\n$20,000 / $200,000 = 0.10 or 10%\n\nThe cost of the renovations is 10% of the countryside property's price.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0455, "ms": 61279, "ingest": { "rows": 754, "ms": 25179, "cached": 107 }, "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": "2026-10-02T23:55:10.682Z" } } }, { "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 conversations on 2023-05-25 and 2023-05-30:\n* Vet consultation fee: $50 (mentioned on 2023-05-25)\n* Flea and tick prevention medication: $25 (mentioned on 2023-05-30)\n\nThe total cost is $75.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0556, "ms": 48245, "ingest": { "rows": 729, "ms": 12965, "cached": 125 }, "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": "2026-10-02T23:55:12.479Z" } } }, { "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": "On 2023-05-27, you mentioned that Sakura Travel Agency \"initially quoted me $2,500 for the entire trip.\" Later, on 2023-05-21, you stated that \"the corrected price for the entire trip was $2,800.\"\n\n$2,800 - $2,500 = $300\n\nYou had to pay $300 more than the initial quote.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0408, "ms": 47083, "ingest": { "rows": 777, "ms": 11585, "cached": 225 }, "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": "2026-10-02T23:55:14.518Z" } } }, { "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": "- Chicken fajitas: 3 meals (stated on 2023-05-24)\n- Lentil soup: 5 meals (stated on 2023-05-26)\n\nTotal: 8 meals", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 40451, "ingest": { "rows": 732, "ms": 15075, "cached": 147 }, "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": "2026-10-02T23:55:16.500Z" } } }, { "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 conversations, you spent a total of $60 on coffee mugs for your coworkers (mentioned on 2023-05-27). In a later conversation on 2023-05-28, you specified that you purchased 5 coffee mugs.\n\n$60 total ÷ 5 mugs = $12 per mug.\n\nYou spent $12 on each coffee mug.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0408, "ms": 48247, "ingest": { "rows": 739, "ms": 12791, "cached": 147 }, "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": "2026-10-02T23:55:18.459Z" } } }, { "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": "You presented a poster on your thesis research at Harvard University.\n\nYou mentioned on 2023-05-21: \"I've been to Harvard University to attednd my first research conference and saw some interesting projects on AI in education.\"\n\nYou presented your research at Harvard University.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 43835, "ingest": { "rows": 743, "ms": 13241, "cached": 126 }, "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": "2026-10-02T23:55:20.351Z" } } }, { "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": "The excerpts do not contain information regarding when you started your current role as a Senior Marketing Specialist.\n\nI cannot determine how long you have been working in your current role.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 35663, "ingest": { "rows": 721, "ms": 13856, "cached": 163 }, "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": "2026-10-02T23:55:22.256Z" } } }, { "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": "The pre-approval amount was $350,000 (mentioned on 2023-05-29) and the final sale price of the house was $325,000 (mentioned on 2023-05-23).\n\n$350,000 - $325,000 = $25,000.\n\nThe pre-approval amount was $25,000 more than the final sale price.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 51817, "ingest": { "rows": 712, "ms": 12472, "cached": 136 }, "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": "2026-10-02T23:55:24.085Z" } } }, { "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 excerpts:\n- Waterproof car cover: $120 (mentioned on 2023-05-25)\n- Detailing spray: $20 (mentioned on 2023-05-28)\n\nTotal: $140\n\nThe total cost of the car cover and detailing spray you purchased is $140.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 45468, "ingest": { "rows": 720, "ms": 10828, "cached": 225 }, "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": "2026-10-02T23:55:25.929Z" } } }, { "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": "Based on the excerpts, you have mentioned the distances for the following road trips:\n\n* Three recent road trips (including Durango, Breckenridge, and Santa Fe): 1,800 miles (stated on 2023-05-23)\n* Yellowstone National Park trip: 1,200 miles (stated on 2023-05-26)\n\nTotal distance = 1,800 + 1,200 = 3,000 miles.\n\nThe total distance covered in your four road trips is 3,000 miles.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0923, "ms": 53462, "ingest": { "rows": 703, "ms": 12310, "cached": 135 }, "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": "2026-10-02T23:55:27.881Z" } } }, { "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 excerpts:\n- Getting ready: 1 hour (Conversation on 2023-05-23)\n- Morning commute: 30 minutes (Conversation on 2023-05-20)\n\nTotal time: 1 hour and 30 minutes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.129, "ms": 47441, "ingest": { "rows": 707, "ms": 17589, "cached": 101 }, "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": "2026-10-02T23:55:29.810Z" } } }, { "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": "A few months ago, your car was getting 30 miles per gallon in the city (mentioned on 2023-05-20). As of 2023-05-24, you stated you have been getting around 28 miles per gallon in the city.\n\n30 MPG - 28 MPG = 2 MPG.\n\nYour car was getting 2 more miles per gallon a few months ago compared to now.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0345, "ms": 36663, "ingest": { "rows": 719, "ms": 107, "cached": 719 }, "recalled": 117, "queries": [ "mpg", "miles per gallon", "gas mileage", "fuel economy", "car efficiency", "gas mileage now" ], "blockRows": 52, "blockChars": 36491, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:55:31.774Z" } } }, { "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 provided excerpts:\n\n* **Coursera**: You mentioned on 2023-05-27 that you have \"already completed 12 courses on Coursera.\"\n* **edX**: On 2023-05-21, you stated you \"already built a solid foundation in data analysis through online courses on edX,\" but the specific number of courses was not mentioned.\n\nBecause the number of edX courses is not specified, I can only confirm the 12 Coursera courses.\n\nTotal confirmed: 12 (some may be missing).", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 48957, "ingest": { "rows": 762, "ms": 11373, "cached": 231 }, "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": "2026-10-02T23:55:33.661Z" } } }, { "id": "bb7c3b45", "type": "multi-session", "question": "How much did I save on the Jimmy Choo heels?", "answer": "$300", "abstain": false, "mem": "on", "response": "You mentioned on 2023-05-23 that you got your Jimmy Choo heels at the outlet mall for $200, and on 2023-05-29 you noted that they originally retailed for $500.\n\n$500 (original) - $200 (paid) = $300 savings.\n\nYou saved $300 on the Jimmy Choo heels.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0444, "ms": 52601, "ingest": { "rows": 745, "ms": 17238, "cached": 217 }, "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": "2026-10-02T23:55:35.675Z" } } }, { "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 excerpts:\n- You stated on 2022-09-01 that you are 32 years old.\n- You mentioned on 2022-09-01 that your friend Rachel is getting married \"next year\" (which would be 2023).\n\nSince you are 32 in 2022, you will be 33 in 2023.\n\nYou will be 33 years old.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0377, "ms": 40946, "ingest": { "rows": 681, "ms": 7180, "cached": 349 }, "recalled": 142, "queries": [ "Rachel wedding date", "Rachel getting married", "my age", "my birthday", "how old am I", "Rachel marriage" ], "blockRows": 60, "blockChars": 36987, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:55:37.638Z" } } }, { "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": "You finished your most recent 5K in 35 minutes (2023-10-01) and your previous year's 5K took 45 minutes (2023-10-01).\n\n45 minutes - 35 minutes = 10 minutes.\n\nYou finished the 5K run 10 minutes faster than your previous year's time.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0889, "ms": 47206, "ingest": { "rows": 727, "ms": 11213, "cached": 212 }, "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": "2026-10-02T23:55:39.641Z" } } }, { "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 excerpts provided, you have attended the following dinner parties in the past month:\n\n* **Potluck with different cuisines at Alex's place**: Occurred on 2023-05-20 (mentioned on 2023-05-21)\n* **Italian feast at Sarah's place**: Occurred \"last week\" relative to 2023-05-22 (mentioned on 2023-05-22)\n\nTotal: 2 (though there may be others not mentioned in the excerpts).\n\nYou have attended 2 dinner parties.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 57361, "ingest": { "rows": 705, "ms": 13184, "cached": 98 }, "recalled": 94, "queries": [ "dinner party", "went to dinner", "dinner with", "hosted dinner", "dinner invitation", "ate dinner at" ], "blockRows": 55, "blockChars": 36745, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:55:41.625Z" } } }, { "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 excerpts provided, you spent the following on gifts for your sister:\n\n* **2023-05-22**: A silver necklace with a small pendant from Tiffany's — around $200\n* **2023-05-30**: A gift card to her favorite spa — $100\n\nTotal: Around $300.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0513, "ms": 30251, "ingest": { "rows": 774, "ms": 110, "cached": 774 }, "recalled": 88, "queries": [ "gifts for sister", "bought sister", "sister's birthday present", "sister's Christmas gift", "spent on sister", "sister gift cost" ], "blockRows": 55, "blockChars": 36370, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:55:43.572Z" } } }, { "id": "73d42213", "type": "multi-session", "question": "What time did I reach the clinic on Monday?", "answer": "9:00 AM", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-05-20, you stated, \"I took a half-day off from work and got back to the office around 1:00 PM\" following your doctor's appointment last Monday. However, the excerpts do not explicitly state what time you reached the clinic.\n\nThe excerpts do not contain the information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0392, "ms": 42391, "ingest": { "rows": 761, "ms": 12160, "cached": 199 }, "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": "2026-10-02T23:55:45.498Z" } } }, { "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 excerpts provided:\n\n* **Layer feed:** 50 pounds (purchased on 2023-05-22)\n* **Organic scratch grains:** 20 pounds (purchased on 2023-05-22)\n\nTotal = 70 pounds.\n\nThe total weight of the new feed purchased is 70 pounds.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1081, "ms": 44896, "ingest": { "rows": 716, "ms": 11216, "cached": 193 }, "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": "2026-10-02T23:55:47.606Z" } } }, { "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 conversations, you mentioned on 2023-05-21 that you learned \"women occupy 20 of the leadership positions in our company,\" and on 2023-05-30 you stated that there are \"a total of 100 leadership positions across the company.\"\n\nArithmetic: (20 women / 100 total positions) * 100 = 20%\n\nWomen hold 20% of the leadership positions in your company.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0357, "ms": 46674, "ingest": { "rows": 743, "ms": 12591, "cached": 166 }, "recalled": 88, "queries": [ "women leadership positions", "female executives percentage", "gender diversity leadership", "women in management", "leadership demographics", "percentage of women leaders" ], "blockRows": 45, "blockChars": 36210, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:55:49.473Z" } } }, { "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 from 2023-05-22 and 2023-05-26, the savings depend on which airport you are using and which train/taxi options you choose:\n\n**If arriving at Narita Airport (NRT):**\n* **Taxi cost:** Approximately ¥20,000-30,000 (around $180-270 USD) per the 2023-05-22 conversation.\n* **Train cost:** The most convenient options (Narita Express or Keisei Skyliner) cost between ¥2,520 and ¥3,020 (around $23-28 USD). The cheapest commuter train is around ¥1,000-1,200 (around $9-11 USD).\n* **Potential Savings:** You would save approximately **$152 to $261 USD**.\n\n**If arriving at Haneda Airport (HND):**\n* **Taxi cost:** Approximately ¥6,000-10,000 (around $55-90 USD) for daytime travel per the 2023-05-26 conversation.\n* **Train cost:** Options like the Tokyo Monorail or Keikyu Railway cost between ¥400-600 (around $4-6 USD).\n* **Potential Savings:** You would save approximately **$49 to $86 USD**.\n\nNote: These calculations are based on the estimated ranges provided in the excerpts; actual savings may vary based on the specific train service and taxi fare.\n\nYou will save between approximately $49 and $261 depending on the airport and transport choice.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 106330, "ingest": { "rows": 738, "ms": 17411, "cached": 139 }, "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": true, "raw": "Yes", "at": "2026-10-02T23:55:51.353Z" } } }, { "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 excerpts:\n\n* **TikTok**: Your video of Luna chasing a laser pointer has 1,456 views (stated on 2023-05-22).\n* **YouTube**: Your tutorial on social media analytics, which you identified as your most popular video, has 542 views (stated on 2023-05-23).\n\nTotal: 1,456 + 542 = 1,998 views.\n\nThe total number of views on your most popular videos on YouTube and TikTok is 1,998.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0588, "ms": 54856, "ingest": { "rows": 778, "ms": 12937, "cached": 170 }, "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": "2026-10-02T23:55:53.588Z" } } }, { "id": "157a136e", "type": "multi-session", "question": "How many years older is my grandma than me?", "answer": "43", "abstain": false, "mem": "on", "response": "Based on the excerpts:\n- Your grandma is 75 years old (Conversation on 2024-02-05, session answer_8de18468_2).\n- You are 32 years old (Conversation on 2024-02-05, session answer_8de18468_1).\n\nArithmetic: 75 - 32 = 43.\n\nYour grandma is 43 years older than you.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0444, "ms": 39635, "ingest": { "rows": 761, "ms": 130, "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": true, "raw": "Yes.", "at": "2026-10-02T23:55:55.451Z" } } }, { "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": "To determine how many years older you are now than when you graduated from college:\n\n* **Graduation age**: You completed your Bachelor's degree from the University of California, Berkeley, at the age of 25 (Conversation on 2023-05-26).\n* **Current age**: You are currently 32 years old (Conversation on 2023-05-25).\n* **Calculation**: 32 - 25 = 7 years.\n\nYou are 7 years older than when you graduated from college.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0299, "ms": 54759, "ingest": { "rows": 758, "ms": 17639, "cached": 146 }, "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": "2026-10-02T23:55:57.446Z" } } }, { "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 conversations:\n\n* **Brother:** $100 gift card for graduation in May (2023-05-28)\n* **Coworker:** $100 for baby clothes and toys from Buy Buy Baby (2023-05-28, 2023-05-29)\n\nTotal: $200\n\nThe total amount spent on gifts for your coworker and brother is $200.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0435, "ms": 57468, "ingest": { "rows": 719, "ms": 19711, "cached": 133 }, "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": "2026-10-02T23:55:59.361Z" } } }, { "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": "- Facebook Live session: 12 comments (2023-05-23)\n- Most popular YouTube video: 21 comments (2023-05-24)\n\nTotal: 33 comments.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 38201, "ingest": { "rows": 764, "ms": 11555, "cached": 225 }, "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": "2026-10-02T23:56:01.355Z" } } }, { "id": "a08a253f", "type": "multi-session", "question": "How many days a week do I attend fitness classes?", "answer": "4 days.", "abstain": false, "mem": "on", "response": "You attend fitness classes on the following days:\n- Tuesdays: Zumba class (2023-05-27)\n- Thursdays: Zumba class (2023-05-27)\n- Saturdays: Weightlifting class (2023-05-27)\n\nTotal: 3 days a week.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0645, "ms": 41010, "ingest": { "rows": 783, "ms": 13609, "cached": 157 }, "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": false, "raw": "No.", "at": "2026-10-02T23:56:03.246Z" } } }, { "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 excerpts:\n\n* **Designer handbag**: $800 (stated on 2023-05-23)\n* **High-end skincare products**: $500 (stated on 2023-05-28)\n\nTotal: $1,300\n\nThe total amount spent is $1,300.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 50946, "ingest": { "rows": 755, "ms": 15229, "cached": 179 }, "recalled": 110, "queries": [ "designer handbag price", "handbag cost", "skincare products price", "skincare cost", "luxury skincare purchase", "high-end skincare amount" ], "blockRows": 44, "blockChars": 36384, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:56:05.332Z" } } }, { "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": "You initially aimed to raise $200 for the local children's hospital (mentioned on 2023-05-20) and ended up raising $250 (mentioned on 2023-05-28).\n\n$250 - $200 = $50\n\nYou raised $50 more than your initial goal.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0526, "ms": 42715, "ingest": { "rows": 799, "ms": 12109, "cached": 239 }, "recalled": 100, "queries": [ "charity cycling event goal", "charity cycling event total raised", "how much did I raise for cycling", "cycling fundraiser target", "donations for cycling event", "cycling charity money" ], "blockRows": 55, "blockChars": 36463, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:56:07.411Z" } } }, { "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": "To calculate your average GPA:\n\n* **Graduate studies**: You completed a Master's degree in Data Science from the University of Illinois at Urbana-Champaign with a GPA of **3.8** (stated on 2023-05-24).\n* **Undergraduate studies**: You graduated from the University of Mumbai with a GPA equivalent to **3.86** (stated on 2023-05-30).\n\nArithmetic: (3.8 + 3.86) / 2 = 3.83\n\nThe average GPA of your undergraduate and graduate studies is 3.83.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0556, "ms": 55248, "ingest": { "rows": 725, "ms": 12246, "cached": 164 }, "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": "2026-10-02T23:56:09.380Z" } } }, { "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 excerpts:\n- Your target time for the marathon was 4 hours and 10 minutes (Conversation on 2023-05-20).\n- Your actual finish time for your first full marathon was 4 hours and 22 minutes (Conversation on 2023-05-25).\n\n4 hours 22 minutes - 4 hours 10 minutes = 12 minutes.\n\nYou exceeded your target time by 12 minutes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0345, "ms": 51650, "ingest": { "rows": 726, "ms": 10827, "cached": 228 }, "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": "2026-10-02T23:56:11.264Z" } } }, { "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 or March. They only mention a novel finished in December (\"The Power\" by Naomi Alderman, 341 pages) and books you finished or discussed around May 22nd and 27th (\"The Nightingale\" with 440 pages and an unnamed 416-page novel).\n\nThe excerpts do not support the premise that you finished novels in January and March.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 53056, "ingest": { "rows": 820, "ms": 20683, "cached": 167 }, "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": "2026-10-02T23:56:13.120Z" } } }, { "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:\n- On 2023-05-24, you stated, \"I come from a family with 3 sisters.\"\n- On 2023-05-25, you mentioned, \"I should mention that I have a brother.\"\n\nTotal: 4 siblings (3 sisters, 1 brother).\n\nYou have 4 siblings.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0488, "ms": 45377, "ingest": { "rows": 749, "ms": 10239, "cached": 267 }, "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": "2026-10-02T23:56:15.088Z" } } }, { "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 conversations:\n* On 2023-05-22, you stated you had sold a total of 40 dozen eggs so far this month.\n* On 2023-05-26, you mentioned you sell the eggs to your neighbor for $3 a dozen.\n\nCalculation: 40 dozen * $3/dozen = $120.\n\nYou have made $120 from selling eggs this month.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0385, "ms": 47567, "ingest": { "rows": 734, "ms": 11737, "cached": 191 }, "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": "2026-10-02T23:56:16.905Z" } } }, { "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 the conversation on 2023-05-24 and 2023-05-27, you have 500 points, and you stated that \"every 100 points translate to a $1 discount on my next purchase.\"\n\nYou will get a $5 discount on your next purchase at FreshMart.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0476, "ms": 41389, "ingest": { "rows": 699, "ms": 11168, "cached": 190 }, "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": "2026-10-02T23:56:19.105Z" } } }, { "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": "On weekdays (Monday to Friday), you usually wake up at 6:30 AM (Conversation on 2023-05-24). On Fridays, you wake up at 6:00 AM (Conversation on 2023-05-29).\n\n6:30 AM - 6:00 AM = 30 minutes.\n\nYou wake up 30 minutes earlier on Fridays compared to other weekdays.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 39121, "ingest": { "rows": 747, "ms": 127, "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": "2026-10-02T23:56:21.006Z" } } }, { "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": "You missed the following fun runs in March:\n* March 5th (mentioned in session answer_2c637141_1)\n* March 26th (mentioned in session answer_2c637141_2)\n\nTotal: 2 fun runs.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 43161, "ingest": { "rows": 755, "ms": 14003, "cached": 106 }, "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": "2026-10-02T23:56:23.014Z" } } }, { "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 regarding the total number of pages in \"Sapiens\" or the specific page you are currently on for that book.\n\nI cannot determine how many pages you have left to read in 'Sapiens'.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 37315, "ingest": { "rows": 751, "ms": 11795, "cached": 208 }, "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": "2026-10-02T23:56:24.999Z" } } }, { "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 excerpts provided:\n\n* **Tomatoes**: You stated on 2023-05-22 that you \"planted 5 tomato plants initially.\"\n* **Chili peppers**: The excerpts do not mention you planting any chili pepper plants.\n\nTotal: 5 tomato plants; information for chili peppers is missing.\n\nYou initially planted 5 tomato plants, and there is no mention of chili pepper plants.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 47992, "ingest": { "rows": 743, "ms": 11794, "cached": 189 }, "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": "2026-10-02T23:56:26.927Z" } } }, { "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": "Based on the excerpts provided:\n\n* **Sony WH-1000XM4 headphones**: Mentioned on 2023-05-25 as costing $378.\n* **iPad**: There is no mention of you purchasing an iPad in the provided memory.\n\nThe excerpts do not support the premise that you purchased an iPad.\n\nThe total cost for the headphones is $378; the cost of an iPad is not mentioned.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 45942, "ingest": { "rows": 758, "ms": 11752, "cached": 209 }, "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": "2026-10-02T23:56:28.802Z" } } }, { "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": "You presented a poster for your research on AI-powered adaptive learning systems at Harvard University.\n\nThe excerpts from 2023-05-23 mention you presented a poster on your thesis research \"at my first research conference over the summer,\" and the conversation on 2023-05-30 confirms, \"I've been to Harvard University to attednd my first research conference.\"\n\nYou presented your poster at Harvard University.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 44812, "ingest": { "rows": 784, "ms": 11278, "cached": 262 }, "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": "2026-10-02T23:56:30.609Z" } } }, { "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": "The excerpts do not contain information about your marriage plans or Rachel's age.\n\nI cannot answer how old Rachel will be when you get married.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 23361, "ingest": { "rows": 734, "ms": 114, "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": "2026-10-02T23:56:32.527Z" } } }, { "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 the conversations regarding your trip to Tokyo, the savings depend on which airport you are flying into:\n\n* **From Narita Airport:** A taxi is estimated at around ¥15,000 - ¥20,000 (approximately $140 - $180 USD), while the Airport Limousine Bus is around $10 - $20. This would save you approximately **$120 - $170 USD**.\n* **From Haneda Airport:** A taxi is estimated at around ¥6,000 - ¥10,000 (approximately $55 - $90 USD), while the Airport Limousine Bus is around $10 - $20. This would save you approximately **$35 - $70 USD**.\n\n(Note: These calculations use the price ranges provided in the conversation on 2023-05-20).\n\nYou will save between $35 and $170 depending on whether you arrive at Haneda or Narita.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 72350, "ingest": { "rows": 754, "ms": 12649, "cached": 173 }, "recalled": 69, "queries": [ "airport bus price", "airport taxi cost", "hotel name", "bus fare airport", "taxi fare airport", "transportation costs" ], "blockRows": 56, "blockChars": 36453, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:56:34.466Z" } } }, { "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": "- Visit to the Museum of Modern Art (MoMA): Mentioned on 2023-01-08 as a recently completed tour (\"I just got back from a guided tour\").\n- Visit to the 'Ancient Civilizations' exhibit at the Metropolitan Museum of Art: 2023-01-15 (\"I attended the 'Ancient Civilizations' exhibit at the Metropolitan Museum of Art today\").\n\nArithmetic: 2023-01-15 minus 2023-01-08 = 7 days.\n\n7 days passed between the two visits.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0822, "ms": 53972, "ingest": { "rows": 743, "ms": 11803, "cached": 203 }, "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": "2026-10-02T23:56:36.373Z" } } }, { "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 excerpts provided:\n\n1. **Helped friend prepare the nursery**: This occurred on 2023-02-05 (stated in the conversation on that date: \"I just helped my friend prepare a nursery today\").\n2. **Helped cousin pick out baby shower items**: This occurred on 2023-02-10 (stated in the conversation on that date: \"I just helped my cousin pick out some stuff for her baby shower\").\n3. **Ordered customized phone case**: This occurred on 2023-02-20 (stated in the conversation on that date: \"I just ordered a customized phone case for my friend's birthday today\").\n\nThe order from first to last is: helping the friend prepare the nursery, helping the cousin with baby shower shopping, and ordering the customized phone case.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4056, "ms": 66122, "ingest": { "rows": 743, "ms": 12373, "cached": 172 }, "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": "2026-10-02T23:56:38.296Z" } } }, { "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": "The excerpts do not state when you met with your aunt, only that you received the crystal chandelier from her on 2023-03-04.\n\nToday is 2023-04-01, and you received the chandelier on 2023-03-04 $\\rightarrow$ 28 days, which is exactly 4 weeks ago.\n\nYou received the crystal chandelier 4 weeks ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0385, "ms": 46453, "ingest": { "rows": 844, "ms": 14150, "cached": 185 }, "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": "2026-10-02T23:56:40.208Z" } } }, { "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": "You participated in two charity events on consecutive days on:\n* 2023-02-14: \"24-Hour Bike Ride\"\n* 2023-02-15: \"Ride to Cure Cancer\" (and the \"Books for Kids\" book drive)\n\nToday's date is 2023-04-18.\nCalculation: From 2023-02-14/15 to 2023-04-18 is approximately 2 months.\n\nAbout 2 months have passed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0351, "ms": 56498, "ingest": { "rows": 740, "ms": 12310, "cached": 173 }, "recalled": 105, "queries": [ "charity event", "volunteered", "fundraiser", "donation event", "gave back", "charity" ], "blockRows": 55, "blockChars": 36630, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:56:42.115Z" } } }, { "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": "You started playing along to songs on your old keyboard on 2023-03-25 and discovered a bluegrass band on 2023-03-31.\n\nCalculation: March 31 - March 25 = 6 days.\n\n6 days passed between these two events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1304, "ms": 26413, "ingest": { "rows": 733, "ms": 97, "cached": 733 }, "recalled": 110, "queries": [ "started playing keyboard", "favorite songs keyboard", "discovered bluegrass band", "found bluegrass band", "keyboard music", "bluegrass music" ], "blockRows": 55, "blockChars": 36153, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:56:44.057Z" } } }, { "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": "Based on the excerpts provided:\n\n* **2022-10-22**: You mentioned a behind-the-scenes tour of the Science Museum that you went on \"today\" with a friend who is a chemistry professor.\n\nToday's date is 2023-03-25.\nArithmetic: From 2022-10-22 to 2023-03-22 is 5 months, plus 3 additional days.\n\n5 months have passed since you last visited a museum with a friend.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0328, "ms": 51491, "ingest": { "rows": 698, "ms": 12074, "cached": 138 }, "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": "2026-10-02T23:56:46.095Z" } } }, { "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": "Based on the conversation from 2022-11-18, you mentioned: \"Yesterday, I attended a friends and family sale at Nordstrom.\"\n\n* Date of mention: 2022-11-18\n* Date of sale: 2022-11-17\n* Today's date: 2022-12-01\n* Arithmetic: 2022-12-01 minus 2022-11-17 = 14 days (exactly 2 weeks).\n\nYou attended the friends and family sale at Nordstrom 2 weeks ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0328, "ms": 58104, "ingest": { "rows": 738, "ms": 12178, "cached": 170 }, "recalled": 114, "queries": [ "Nordstrom friends and family sale", "went to Nordstrom sale", "Nordstrom shopping", "friends and family event", "Nordstrom visit", "shopping at Nordstrom" ], "blockRows": 51, "blockChars": 36528, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:56:48.067Z" } } }, { "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 excerpts:\n- Michael's engagement party was attended on 2023-05-06 (the user stated they had just come back from it \"today\").\n- Your cousin's wedding was attended on 2023-06-15 (the user stated they had just walked down the aisle as a bridesmaid \"today\").\n\nMichael's engagement party happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1481, "ms": 46613, "ingest": { "rows": 756, "ms": 11403, "cached": 222 }, "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": "2026-10-02T23:56:50.061Z" } } }, { "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": "You attended the Maundy Thursday service at the Episcopal Church on 2023-04-06.\n\nToday's date is 2023-04-10.\n2023-04-10 minus 2023-04-06 = 4 days.\n\nYou attended the service 4 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1111, "ms": 46937, "ingest": { "rows": 769, "ms": 13244, "cached": 157 }, "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": "2026-10-02T23:56:51.973Z" } } }, { "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": "The excerpts do not support the premise that you attended a baking class on the same day you made your friend's birthday cake.\n\nAccording to the records:\n- You took a baking class at a local culinary school on 2022-03-20 (mentioned on 2022-03-21 as \"yesterday\").\n- You baked a chocolate cake for your friend's birthday party on 2022-04-10.\n\nThe excerpts do not state that these two events happened on the same day.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0513, "ms": 58762, "ingest": { "rows": 758, "ms": 22768, "cached": 151 }, "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": "2026-10-02T23:56:53.917Z" } } }, { "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": "* Started watering herb garden: 2023-03-22\n* Harvested first batch of herbs: 2023-04-15\n\nCalculation: March 22 to March 31 (9 days) + April 1 to April 15 (15 days) = 24 days.\n\n24 days passed between the day you started watering your herb garden and the day you harvested your first batch.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 48129, "ingest": { "rows": 735, "ms": 13717, "cached": 86 }, "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": "2026-10-02T23:56:55.885Z" } } }, { "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": "The excerpts do not contain information regarding when you started using Ibotta, only that you had \"just downloaded\" it as of 2023-04-16.\n\nThe excerpts do not contain the date you started using Ibotta.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 38575, "ingest": { "rows": 722, "ms": 11129, "cached": 208 }, "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": false, "raw": "No", "at": "2026-10-02T23:56:57.764Z" } } }, { "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": "- Finished reading \"The Seven Husbands of Evelyn Hugo\": 2022-12-28\n- Attended the book reading event for the author of \"The Silent Patient\": 2023-01-15\n\nCalculation:\nDecember 28 to December 31 = 3 days\nJanuary 1 to January 15 = 15 days\nTotal: 3 + 15 = 18 days\n\n18 days had passed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1071, "ms": 51336, "ingest": { "rows": 699, "ms": 13946, "cached": 146 }, "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": "2026-10-02T23:56:59.678Z" } } }, { "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": "The provided excerpts do not state the total number of days spent on your solo camping trip to Yosemite National Park; they only mention that you started the trip on 2023-05-15 and returned on 2023-05-17.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.0385, "ms": 55363, "ingest": { "rows": 766, "ms": 22096, "cached": 160 }, "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": false, "raw": "No.", "at": "2026-10-02T23:57:01.593Z" } } }, { "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": "Based on the excerpts, you took the following three trips in the past three months:\n\n1. **Muir Woods National Monument**: A day hike with your family on 2023-03-10.\n2. **Road trip along Highway 1 (including Point Lobos, Cannery Row, and Pacific Grove)**: Mentioned as a completed trip in a conversation on 2023-04-20.\n3. **Yosemite National Park**: A solo camping trip that you started on 2023-05-15.\n\nThe order from earliest to latest is: Muir Woods National Monument, the Highway 1 road trip, and Yosemite National Park.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3667, "ms": 52642, "ingest": { "rows": 771, "ms": 9315, "cached": 335 }, "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": "2026-10-02T23:57:03.508Z" } } }, { "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": "You attended the Seattle International Film Festival (SIFF) on 2021-06-01.\nToday's date is 2021-10-02.\n2021-06-01 to 2021-10-02 → about 4 months ago.\n\nYou attended the Seattle International Film Festival about 4 months ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 46099, "ingest": { "rows": 809, "ms": 11428, "cached": 259 }, "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": "2026-10-02T23:57:05.486Z" } } }, { "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": "You mentioned getting a smoker on 2023-03-15 (\"I just got a smoker today\"). Today is 2023-03-25.\n\n2023-03-25 minus 2023-03-15 = 10 days.\n\nYou bought a smoker 10 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2273, "ms": 42269, "ingest": { "rows": 729, "ms": 12152, "cached": 262 }, "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": "2026-10-02T23:57:07.378Z" } } }, { "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:\n\n1. **\"I used a Buy One Get One Free coupon on Luvs diapers at Walmart\"**: mentioned on 2023-04-01.\n2. **\"I redeemed $12 cashback for a $10 Amazon gift card from Ibotta\"**: mentioned on 2023-04-10.\n3. **\"I signed up for the rewards program at ShopRite\"**: mentioned on 2023-04-15.\n\nThe order of the events is: using the Luvs coupon at Walmart, redeeming the Ibotta cashback, and then signing up for the ShopRite rewards program.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.6055, "ms": 50717, "ingest": { "rows": 761, "ms": 141, "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": "2026-10-02T23:57:09.448Z" } } }, { "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": "Based on the excerpts provided:\n\n* **The Nightingale**: You finished reading it on 2022-01-15. The excerpts do not state when you started reading it.\n* **Sapiens: A Brief History of Humankind**: You started listening on 2022-02-01 and finished on 2022-03-01.\n * 2022-02-01 to 2022-03-01 is exactly 28 days → 4 weeks.\n* **The Power**: You started listening on 2022-03-06 and finished on 2022-03-20.\n * 2022-03-06 to 2022-03-20 is 14 days → 2 weeks.\n\nThe excerpts do not contain the start date for \"The Nightingale,\" so the total time spent on all three cannot be fully calculated. For the two audiobooks, the total is 6 weeks.\n\nThe excerpts do not contain enough information to provide a total for all three books.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.2571, "ms": 76744, "ingest": { "rows": 746, "ms": 12239, "cached": 178 }, "recalled": 110, "queries": [ "reading The Nightingale", "listening to Sapiens", "listening to The Power", "finished The Nightingale", "finished Sapiens", "finished The Power" ], "blockRows": 50, "blockChars": 36431, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:57:11.403Z" } } }, { "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": "To calculate the days passed:\n* Cancelled FarmFresh subscription: 2023-01-05\n* Online grocery shopping from Instacart: 2023-02-28\n\nArithmetic:\nJanuary 5 to February 5 is 31 days.\nFebruary 5 to February 28 is 23 days.\n31 + 23 = 54 days.\n\n54 days passed between the day you cancelled your FarmFresh subscription and the day you did your online grocery shopping from Instacart.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1449, "ms": 59000, "ingest": { "rows": 777, "ms": 22217, "cached": 219 }, "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": "2026-10-02T23:57:13.333Z" } } }, { "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": "Based on the excerpts:\n* You bought your new tennis racket online on 2023-03-10 (\"I just bought a new tennis racket online today\", 2023-03-10).\n* You received your new tennis racket on 2023-03-17 (\"I just received my new tennis racket today\", 2023-03-17).\n\nArithmetic: 2023-03-17 minus 2023-03-10 = 7 days.\n\n1 week passed between the day you bought your new tennis racket and the day you received it.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0541, "ms": 55916, "ingest": { "rows": 793, "ms": 10845, "cached": 284 }, "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": true, "raw": "Yes", "at": "2026-10-02T23:57:15.385Z" } } }, { "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": "You met Emma on 2023-04-11 (from the conversation session answer_9b09d95b_1), and today is 2023-04-20.\n\n2023-04-20 minus 2023-04-11 = 9 days.\n\nYou met Emma 9 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2222, "ms": 46444, "ingest": { "rows": 736, "ms": 11662, "cached": 188 }, "recalled": 109, "queries": [ "met Emma", "meeting Emma", "Emma", "when did I meet Emma", "first time meeting Emma", "introduced to Emma" ], "blockRows": 57, "blockChars": 36843, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:57:17.367Z" } } }, { "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 excerpts, here is the order of the museums you visited:\n\n1. **Science Museum**: 2023-01-15 (visited the \"Space Exploration\" exhibition)\n2. **Metropolitan Museum of Art**: 2023-02-10 (visited \"Ancient Egyptian Artifacts\")\n3. **Museum of History**: 2023-02-15 (toured the conservation lab)\n4. **Contemporary Art Museum**: 2023-02-15 (visited \"Women in Art\" exhibition)\n5. **Modern Art Gallery/Museum**: 2023-02-17 (participated in a guided tour on Abstract Expressionism)\n6. **Natural History Museum**: 2023-03-04 (visited \"Dinosaur Fossils\" with your niece)\n\nThe order of the six museums visited from earliest to latest is: Science Museum, Metropolitan Museum of Art, Museum of History, Contemporary Art Museum, Modern Art Gallery/Museum, and Natural History Museum.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.2901, "ms": 72467, "ingest": { "rows": 736, "ms": 12989, "cached": 131 }, "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": "2026-10-02T23:57:19.333Z" } } }, { "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": "- Gardening workshop: 2023-04-15\n- Planted tomato saplings: 2023-04-21\n- Calculation: 2023-04-21 minus 2023-04-15 = 6 days\n\n6 days passed between the gardening workshop and the planting of the tomato saplings.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 31472, "ingest": { "rows": 748, "ms": 120, "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": "2026-10-02T23:57:21.266Z" } } }, { "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": "The provided excerpts do not state the date you received feedback about your car's suspension; they only mention on 2023-03-17 and 2023-04-23 that you had received feedback from judges that the suspension was too soft. Regarding the testing, you mentioned on 2023-04-23 that you were preparing for an open track day at VIR \"tomorrow\" (which would be 2023-04-24).\n\nThe excerpts do not contain the date the feedback was received, so the number of days cannot be calculated.\n\nI cannot answer this because the date you received the feedback is not mentioned in the memory.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0594, "ms": 63260, "ingest": { "rows": 720, "ms": 21266, "cached": 221 }, "recalled": 99, "queries": [ "car suspension feedback", "suspension feedback", "tested new suspension", "tried new suspension setup", "suspension review", "suspension test" ], "blockRows": 44, "blockChars": 36223, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:57:23.478Z" } } }, { "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": "- Started ukulele lessons: 2023-02-01\n- Decided to take the Taylor GS Mini to Joe: 2023-02-01 (mentioned in the same conversation)\n\nThe decision was made on the same day the lessons started.\n\n0 days passed.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0952, "ms": 40548, "ingest": { "rows": 760, "ms": 9756, "cached": 289 }, "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": false, "raw": "No.", "at": "2026-10-02T23:57:25.482Z" } } }, { "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": "- Sold homemade baked goods at the Farmers' Market: 2023-02-26\n- Participated in the Spring Fling Market: 2023-03-20 (The user mentioned on 2023-03-21 that they were there \"yesterday\")\n\nArithmetic: 2023-03-20 minus 2023-02-26 is 22 days.\n22 days ÷ 7 days/week = 3.14 weeks.\n\nAbout 3 weeks passed between the two events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0702, "ms": 54559, "ingest": { "rows": 724, "ms": 11383, "cached": 199 }, "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": "2026-10-02T23:57:27.525Z" } } }, { "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 excerpts, here are the sports events you watched in January in chronological order:\n\n1. **NBA Game (Lakers vs. Chicago Bulls)**: Watched on 2023-01-05 (mentioned in the conversation on that date as having happened \"today\").\n2. **NFL Divisional Round (Kansas City Chiefs vs. Buffalo Bills)**: Watched \"last weekend\" relative to 2023-01-22, which would be around 2023-01-14 or 2023-01-15.\n3. **College Football National Championship (Georgia vs. Alabama)**: Watched on 2023-01-14 (mentioned on 2023-01-15 as having happened \"yesterday\").\n\nThe order of events you watched was the NBA game, followed by the NFL Divisional game and the College Football National Championship.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.1732, "ms": 68125, "ingest": { "rows": 745, "ms": 11990, "cached": 195 }, "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": "2026-10-02T23:57:29.583Z" } } }, { "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": "The excerpts do not contain information regarding the date you finished \"The Nightingale,\" only that you started it on 2023-01-10 and had finished it by 2023-01-24.\n\nThe excerpts do not support the premise that the exact number of days taken to finish the book was recorded.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0377, "ms": 45279, "ingest": { "rows": 766, "ms": 13319, "cached": 156 }, "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": "2026-10-02T23:57:31.948Z" } } }, { "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": "The excerpts mention the following sports events you participated in during the past month:\n\n1. **Midsummer 5K Run** (mentioned on 2023-06-10)\n2. **Company's annual charity soccer tournament** (participated in on 2023-06-17)\n\nThe excerpts only contain two sports events, not three.\n\nThe order from earliest to latest is:\n1. Midsummer 5K Run (by 2023-06-10)\n2. Company's annual charity soccer tournament (2023-06-17)\n\nThe excerpts only support two sports events: Midsummer 5K Run and the company's annual charity soccer tournament.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.25, "ms": 45292, "ingest": { "rows": 716, "ms": 114, "cached": 716 }, "recalled": 123, "queries": [ "sports event", "competition", "tournament", "race", "game", "match" ], "blockRows": 66, "blockChars": 36845, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:57:33.896Z" } } }, { "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": "- Recovered from flu: 2023-01-19\n- 10th jog outdoors: 2023-04-10\n\nArithmetic:\nFrom January 19 to April 10 is approximately 82 days.\n82 days ÷ 7 days/week ≈ 11.7 weeks.\n\nAbout 11 to 12 weeks had passed.\n\n11-12 weeks", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 50946, "ingest": { "rows": 771, "ms": 12004, "cached": 212 }, "recalled": 124, "queries": [ "recovered from flu", "flu symptoms gone", "first jog outdoors", "second jog outdoors", "third jog outdoors", "tenth jog outdoors" ], "blockRows": 53, "blockChars": 36447, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:57:35.870Z" } } }, { "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 excerpts provided, here is the order of the concerts and musical events you attended in the past two months (from 2023-02-22 to 2023-04-22):\n\n1. **Concert** (unspecified artist): Attended on 2023-03-18 (you mentioned planning to frame the ticket stub from \"today's show\").\n2. **Free outdoor concert series in the park**: Attended on 2023-03-25.\n3. **Jazz night at a local bar**: Attended on 2023-04-08.\n4. **Billie Eilish show in Philly**: Date not explicitly stated, but mentioned on 2023-04-08 as a \"big event\" you've been to \"lately.\"\n5. **Queen with Adam Lambert at the Prudential Center**: Date not explicitly stated, but mentioned on 2023-04-15 as something you \"just saw.\"\n\nAdditionally, you mentioned attending a music festival in Brooklyn and a music festival in the city (seeing The 1975 and Billie Eilish), but the excerpts do not provide specific dates for these events.\n\nThe confirmed order of dated events is: Concert (2023-03-18) $\\rightarrow$ Outdoor concert series (2023-03-25) $\\rightarrow$ Jazz night (2023-04-08).", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.3585, "ms": 91218, "ingest": { "rows": 754, "ms": 12114, "cached": 190 }, "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": "2026-10-02T23:57:37.875Z" } } }, { "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": "- Finished reading 'The Nightingale': 2022-01-15\n- Started reading 'The Hitchhiker's Guide to the Galaxy': 2022-01-16\n\nArithmetic: 2022-01-16 minus 2022-01-15 = 1 day.\n\n1 day passed between the two events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 56028, "ingest": { "rows": 761, "ms": 22441, "cached": 179 }, "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": "2026-10-02T23:57:39.789Z" } } }, { "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 excerpts provided:\n- You took a train ride to visit your family in the countryside on 2023-03-03.\n- You took a bus ride to attend a friend's wedding on 2023-02-27.\n\nThe most recent mode of transport mentioned is the train.\n\nYou used a train most recently.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0444, "ms": 40329, "ingest": { "rows": 766, "ms": 10233, "cached": 295 }, "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": "2026-10-02T23:57:41.725Z" } } }, { "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": "You mentioned on 2023-02-11 that you had just started taking sculpting classes that day. In a later message on the same day (2023-02-11), you stated, \"I've been taking sculpting classes at a local art studio for about 6 weeks now.\" You then mentioned investing in your own set of sculpting tools on 2023-03-04.\n\nBetween 2023-02-11 (when you had been attending for about 6 weeks) and 2023-03-04 is 21 days (exactly 3 weeks). 6 weeks + 3 weeks = 9 weeks.\n\nYou had been taking sculpting classes for approximately 9 weeks.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0206, "ms": 60572, "ingest": { "rows": 771, "ms": 10535, "cached": 275 }, "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": "2026-10-02T23:57:43.632Z" } } }, { "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": "You attended a networking event on 2022-03-09.\nToday is 2022-04-04.\nCalculation: March 9 to March 31 is 22 days, plus 4 days in April = 26 days.\n\nYou attended a networking event 26 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 35098, "ingest": { "rows": 795, "ms": 8458, "cached": 406 }, "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": "2026-10-02T23:57:45.547Z" } } }, { "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 excerpts provided, the order of airlines you flew with is:\n\n1. **American Airlines**: You flew from New York to Los Angeles (date not explicitly stated, but mentioned as a past \"terrible experience\" before 2023-01-15).\n2. **United Airlines**: You flew from Boston to Chicago on 2023-01-28.\n3. **American Airlines**: You flew from LAX to JFK on a date prior to 2023-02-14 (mentioned as a recent flight delayed by 2 hours).\n\nThe order of airlines you flew with is American Airlines, then United Airlines, then American Airlines.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0645, "ms": 60306, "ingest": { "rows": 742, "ms": 17035, "cached": 278 }, "recalled": 81, "queries": [ "flight", "airline", "booked a flight", "flew with", "boarding pass", "plane ticket" ], "blockRows": 47, "blockChars": 36060, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-02T23:57:47.493Z" } } }, { "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": "- Repotted previous spider plant: 2023-03-04\n- Gave cuttings to Mrs. Johnson: 2023-03-18\n\nCalculation: 18 - 4 = 14 days.\n\n14 days passed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1818, "ms": 41207, "ingest": { "rows": 722, "ms": 11453, "cached": 189 }, "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": "2026-10-02T23:57:49.398Z" } } }, { "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": "- Spark plugs replaced: 2023-02-14\n- Turbocharged Tuesdays event: 2023-03-15\n- Arithmetic: February 14 to March 15 is 14 days (remaining in Feb) + 15 days (in March) = 29 days.\n\n29 days passed between the two events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 39141, "ingest": { "rows": 736, "ms": 9597, "cached": 290 }, "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": "2026-10-02T23:57:51.347Z" } } }, { "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": "You attended the bird watching workshop on 2023-04-01. Today is 2023-05-01.\n\n2023-04-01 to 2023-05-01 is 30 days, which is about 4 weeks and 2 days.\n\nYou attended the bird watching workshop approximately 4 weeks ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0476, "ms": 53418, "ingest": { "rows": 715, "ms": 22921, "cached": 140 }, "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": "2026-10-02T23:57:53.276Z" } } }, { "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": "The provided excerpts do not contain information regarding the completion date of your undergraduate degree, so I cannot calculate the number of months between that event and the submission of your master's thesis.\n\nThe excerpts do not contain the completion date of your undergraduate degree.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0476, "ms": 42721, "ingest": { "rows": 766, "ms": 14832, "cached": 78 }, "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": "2026-10-02T23:57:55.261Z" } } }, { "id": "5e1b23de", "type": "temporal-reasoning", "question": "How many months ago did I attend the photography workshop?", "answer": "3", "abstain": false, "mem": "on", "response": "You attended a 3-day photography workshop on 2023-11-01.\n\n2023-11-01 to 2024-02-01 → 3 months ago.\n\nYou attended the photography workshop 3 months ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 36716, "ingest": { "rows": 701, "ms": 11928, "cached": 151 }, "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": "2026-10-02T23:57:57.167Z" } } }, { "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 excerpts:\n- The charity bake sale was organized and held on 2023-03-15.\n- The charity gala attendance was mentioned as happening \"tonight\" during a conversation on 2023-03-28.\n\nThe charity bake sale (2023-03-15) occurred before the charity gala (2023-03-28).\n\nYou participated in the charity bake sale first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2182, "ms": 36001, "ingest": { "rows": 750, "ms": 149, "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": "2026-10-02T23:57:59.106Z" } } }, { "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 from 2023-02-12, you mentioned watching the Super Bowl \"today.\"\n\nCalculation:\nWatched on 2023-02-12, today is 2023-03-01 $\\rightarrow$ 17 days ago (16 days remaining in February + 1 day in March).\n\nYou watched the Super Bowl 17 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2182, "ms": 47723, "ingest": { "rows": 736, "ms": 13258, "cached": 123 }, "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": "2026-10-02T23:58:01.021Z" } } }, { "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": "The excerpts do not contain information regarding when you launched your website. While they mention that you signed a contract with your first client on 2023-03-01, there is no mention of a website launch date.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0392, "ms": 39430, "ingest": { "rows": 718, "ms": 12555, "cached": 135 }, "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": "2026-10-02T23:58:02.976Z" } } }, { "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": "You went on a whitewater rafting trip in the Oregon mountains on 2023-06-17.\n\nToday is 2023-06-20, so that was 3 days ago (20 - 17 = 3).\n\n3 days ago", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2439, "ms": 44920, "ingest": { "rows": 738, "ms": 18157, "cached": 254 }, "recalled": 94, "queries": [ "whitewater rafting Oregon", "rafting trip mountains", "went rafting", "Oregon rafting date", "whitewater rafting", "rafting in Oregon" ], "blockRows": 61, "blockChars": 36784, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:58:04.889Z" } } }, { "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": "You harvested your first batch of fresh herbs on 2023-04-15. Today is 2023-04-18, which is 3 days ago (2023-04-18 minus 2023-04-15 = 3).\n\nYou harvested your first batch of fresh herbs 3 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1923, "ms": 44201, "ingest": { "rows": 750, "ms": 12293, "cached": 181 }, "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": "2026-10-02T23:58:06.808Z" } } }, { "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": "You mentioned attending the \"Summer Nights\" festival at Universal Studios Hollywood in a conversation on 2023-07-15. In that conversation, the assistant stated, \"I didn't know you went to Universal Studios Hollywood three weeks ago.\"\n\nCalculation:\n- Date of mention: 2023-07-15\n- Today's date: 2023-08-05\n- Time elapsed since the mention: 21 days (3 weeks)\n- Time from the visit to the mention: 3 weeks\n- Total time: 3 weeks + 3 weeks = 6 weeks\n\nYou attended the 'Summer Nights' festival about 6 weeks ago.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0732, "ms": 57746, "ingest": { "rows": 754, "ms": 11270, "cached": 232 }, "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": "2026-10-02T23:58:08.703Z" } } }, { "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": "You participated in the 5K charity run on 2023-03-19. Today is 2023-03-26.\n\n2023-03-26 minus 2023-03-19 = 7 days.\n\nYou participated in the 5K charity run 7 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2273, "ms": 31722, "ingest": { "rows": 722, "ms": 87, "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": "2026-10-02T23:58:10.644Z" } } }, { "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": "The #PlankChallenge happened first.\n\n* #PlankChallenge: 2023-03-15\n* Vegan chili recipe post: 2023-03-09 (Mentioned on 2023-03-10 as having been shared \"yesterday\")\n\nWait, correcting the dates:\n* The vegan chili recipe was shared on 2023-03-09 (per the conversation on 2023-03-10).\n* The #PlankChallenge was participated in on 2023-03-15.\n\n2023-03-09 comes before 2023-03-15.\n\nYour post about the vegan chili recipe happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1282, "ms": 62043, "ingest": { "rows": 742, "ms": 13957, "cached": 166 }, "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": "2026-10-02T23:58:12.698Z" } } }, { "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": "- Fixed mountain bike: 2023-03-15\n- Decided to upgrade road bike pedals: 2023-03-19\n\nArithmetic: 2023-03-19 minus 2023-03-15 = 4 days.\n\n4 days passed between the day you fixed your mountain bike and the day you decided to upgrade your road bike's pedals.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 42672, "ingest": { "rows": 761, "ms": 9195, "cached": 320 }, "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": "2026-10-02T23:58:14.615Z" } } }, { "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 conversations provided:\n\n1. **Emma**: Graduated high school on May 27, 2022 (mentioned on 2022-05-28 as having graduated \"yesterday\").\n2. **Rachel**: Graduated with a master's degree on June 21, 2022 (mentioned on 2022-06-22 as having graduated \"yesterday\").\n3. **Alex**: Graduated college with a degree in engineering on June 22, 2022 (mentioned on 2022-06-22 as having graduated \"today\").\n\nThe order of graduation was Emma, then Rachel, then Alex.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1235, "ms": 56564, "ingest": { "rows": 760, "ms": 12234, "cached": 191 }, "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": "2026-10-02T23:58:16.578Z" } } }, { "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": "You read the March 15th issue of The New Yorker on 2023-03-20 (mentioned in session answer_e22d6aef_1).\n\nToday is 2023-04-01.\nCalculation: March 20 to April 1 is 12 days (11 days remaining in March + 1 day in April).\n\nYou read it 12 days ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2069, "ms": 49257, "ingest": { "rows": 783, "ms": 12541, "cached": 197 }, "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": "2026-10-02T23:58:18.473Z" } } }, { "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": "You finished \"The Nightingale\" by Kristin Hannah on 2023-01-31 (stated in the conversation on that date: \"I just finished a historical fiction novel, 'The Nightingale' by Kristin Hannah, today\"). \n\nSince today is 2023-02-07, that was exactly 7 days ago.\n\nYou finished \"The Nightingale\".", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1739, "ms": 42354, "ingest": { "rows": 733, "ms": 11212, "cached": 215 }, "recalled": 118, "queries": [ "finished reading", "read the last page", "completed a book", "finished a novel", "done with the book", "book I just finished" ], "blockRows": 50, "blockChars": 36600, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:58:20.429Z" } } }, { "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": "On 2023-06-17, you mentioned that you would participate in your company's annual charity soccer tournament that day.\n\nThe event was the company's annual charity soccer tournament.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3529, "ms": 23688, "ingest": { "rows": 797, "ms": 117, "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": "2026-10-02T23:58:22.312Z" } } }, { "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 provided excerpts do not contain any information about you receiving a piece of jewelry last Saturday.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 30570, "ingest": { "rows": 733, "ms": 12277, "cached": 164 }, "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": "2026-10-02T23:58:24.216Z" } } }, { "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": "Today's date is 2023-04-18, so a month ago was approximately 2023-03-18. On 2023-03-19, you mentioned participating in the \"Walk for Hunger\" charity event \"today,\" where you walked 5 kilometers to raise money for the local food bank.\n\nYou participated in the \"Walk for Hunger\" charity event.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1852, "ms": 42302, "ingest": { "rows": 719, "ms": 9406, "cached": 274 }, "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": "2026-10-02T23:58:26.128Z" } } }, { "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": "The excerpts do not contain information about who you went with to a music event last Saturday (April 15, 2023).\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 32147, "ingest": { "rows": 685, "ms": 8188, "cached": 306 }, "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": false, "raw": "No.", "at": "2026-10-02T23:58:28.052Z" } } }, { "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": "Two weeks ago, on 2023-04-21, you planted 12 new tomato saplings.\n\nYou planted 12 new tomato saplings on 2023-04-21.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2857, "ms": 41260, "ingest": { "rows": 735, "ms": 19460, "cached": 252 }, "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": "2026-10-02T23:58:29.992Z" } } }, { "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": "On February 14, 2023 (Valentine's Day), you mentioned you were looking to book a new flight from Boston to Miami and were recovering from a previous flight with American Airlines. Later in that conversation, you booked a flight from Boston (BOS) to Fort Lauderdale (FLL) with JetBlue (Flight B6 1018).\n\nThe airline you flew with on Valentine's day was JetBlue.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.0667, "ms": 46822, "ingest": { "rows": 712, "ms": 9801, "cached": 256 }, "recalled": 98, "queries": [ "Valentine's Day flight", "airline February 14", "flight on Valentine's", "booked flight February", "flying on Feb 14", "airline ticket Valentine's" ], "blockRows": 48, "blockChars": 36218, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:58:31.918Z" } } }, { "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": "The excerpts do not support the premise that you participated in an art-related event two weeks ago; the only event mentioned from that timeframe was a family dinner to celebrate your niece's birthday, which took place \"two Sundays ago\" (mentioned on 2023-01-15).\n\nThe excerpts do not contain information about an art-related event held two weeks ago.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0345, "ms": 39900, "ingest": { "rows": 750, "ms": 8936, "cached": 339 }, "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": false, "raw": "No.", "at": "2026-10-02T23:58:33.859Z" } } }, { "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": "The excerpts do not mention you fixing or servicing a bike this past weekend.\n\nThe most recent bike-related activity mentioned was on 2023-03-15, when you stated you \"finally got around to fixing that flat tire on my mountain bike today.\"\n\nYou did not fix or service a bike this past weekend.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0385, "ms": 43652, "ingest": { "rows": 736, "ms": 16095, "cached": 278 }, "recalled": 52, "queries": [ "bike fixed", "bike serviced", "repaired bike", "worked on bike", "bike maintenance", "fixed my bike" ], "blockRows": 48, "blockChars": 36306, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:58:35.919Z" } } }, { "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": "The excerpts do not mention any life event of a relative that you participated in a week ago. The most recent relative-related events mentioned are your cousin's wedding (discussed on 2023-06-15) and your cousin Rachel's baby shower in February.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 0.12, "ms": 39236, "ingest": { "rows": 737, "ms": 10224, "cached": 260 }, "recalled": 117, "queries": [ "relative event", "family celebration", "wedding", "birthday", "funeral", "anniversary" ], "blockRows": 49, "blockChars": 36299, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:58:37.830Z" } } }, { "id": "gpt4_468eb064", "type": "temporal-reasoning", "question": "Who did I meet with during the lunch last Tuesday?", "answer": "Emma", "abstain": false, "mem": "on", "response": "Based on the conversation from 2023-04-11 (which was a Tuesday), you caught up over lunch with Emma, a freelance writer.\n\nYou met with Emma.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0833, "ms": 39686, "ingest": { "rows": 718, "ms": 14700, "cached": 195 }, "recalled": 95, "queries": [ "lunch last Tuesday", "met for lunch", "who did I have lunch with", "Tuesday lunch meeting", "lunch appointment", "restaurant Tuesday" ], "blockRows": 63, "blockChars": 36805, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:58:39.748Z" } } }, { "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": "The excerpts do not contain information about which artist you started listening to last Friday.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 33897, "ingest": { "rows": 791, "ms": 13306, "cached": 171 }, "recalled": 131, "queries": [ "last Friday artist", "started listening to", "new music Friday", "who is this artist", "discovered a new artist", "music I liked last week" ], "blockRows": 53, "blockChars": 36805, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:58:41.722Z" } } }, { "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": "On 2022-04-10, you mentioned that you baked a chocolate cake for your friend's birthday party the previous weekend, noting that you used a new recipe with espresso powder to intensify the chocolate flavor.\n\nYou baked a chocolate cake for your friend's birthday party.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 36548, "ingest": { "rows": 775, "ms": 10575, "cached": 289 }, "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": "2026-10-02T23:58:43.653Z" } } }, { "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": "Four weeks ago, on 2023-02-10, you mentioned that you had just launched your website and created a business plan outline.\n\nThe significant business milestone you mentioned was launching your website and creating a business plan outline.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 33750, "ingest": { "rows": 718, "ms": 8145, "cached": 330 }, "recalled": 168, "queries": [ "business milestone", "big win", "achievement", "signed contract", "launched", "reached goal" ], "blockRows": 55, "blockChars": 36508, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No", "at": "2026-10-02T23:58:45.591Z" } } }, { "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": "Today's date is 2023-04-01, so two months ago was February 2023. On Wednesday, 2023-02-01, you started taking ukulele lessons with your friend Rachel.\n\nYou started taking ukulele lessons with Rachel.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2857, "ms": 30367, "ingest": { "rows": 719, "ms": 145, "cached": 719 }, "recalled": 87, "queries": [ "Rachel Wednesday", "Rachel two months ago", "what I did with Rachel", "Wednesday activities", "meeting Rachel", "hanging out with Rachel" ], "blockRows": 57, "blockChars": 36732, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-02T23:58:47.636Z" } } }, { "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": "Today's date is 2023-03-11, so two months ago was January 2023. In the conversation on 2023-01-11, you mentioned attending a lecture at the History Museum about ancient civilizations \"this month.\" There is no mention of a friend accompanying you to that specific visit.\n\nThe excerpts do not support the premise that you visited a museum with a friend two months ago.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1846, "ms": 42652, "ingest": { "rows": 754, "ms": 8373, "cached": 364 }, "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": true, "raw": "Yes", "at": "2026-10-02T23:58:49.690Z" } } }, { "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": "The excerpts do not mention any purchase or investment you made for a competition four weeks ago. While you mentioned entering a local art competition and taking sculpting classes on February 11, 2023 (about 7 weeks ago), there is no record of you buying a specific item for it.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0678, "ms": 40119, "ingest": { "rows": 721, "ms": 9335, "cached": 288 }, "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": "2026-10-02T23:58:51.623Z" } } }, { "id": "gpt4_8279ba03", "type": "temporal-reasoning", "question": "What kitchen appliance did I buy 10 days ago?", "answer": "a smoker", "abstain": false, "mem": "on", "response": "On 2023-03-15, you mentioned, \"I just got a smoker today.\" Since today is 2023-03-25, that was 10 days ago (25 - 15 = 10).\n\nYou bought a smoker.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.069, "ms": 42579, "ingest": { "rows": 742, "ms": 15734, "cached": 232 }, "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": true, "raw": "Yes", "at": "2026-10-02T23:58:53.573Z" } } }, { "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": "You attended the Maundy Thursday service at the Episcopal Church.\n\nThe answer is found in the conversation on 2023-04-06 (Thu): \"I'm glad I got to attend the Maundy Thursday service at the Episcopal Church, it was a beautiful and moving experience.\"\n\nYou attended the religious activity at the Episcopal Church.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 37946, "ingest": { "rows": 750, "ms": 9803, "cached": 296 }, "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": "2026-10-02T23:58:55.569Z" } } }, { "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's date is 2023-03-20. Five days ago was 2023-03-15. On that date, you mentioned participating in a social media challenge called #PlankChallenge.\n\nThe social media activity you participated in 5 days ago was the #PlankChallenge.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3556, "ms": 45792, "ingest": { "rows": 716, "ms": 13241, "cached": 101 }, "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": "2026-10-02T23:58:57.465Z" } } }, { "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": "Your first service was on March 15th (Conversation on 2023-04-10, session answer_4be1b6b4_2). Following this, the first issue you mentioned was with your car's GPS system on 3/22, which required you to return to the dealership to have the entire system replaced (Conversation on 2023-04-10, session answer_4be1b6b4_3).\n\nThe first issue you had after the first service was a problem with your car's GPS system on March 22nd.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0526, "ms": 39398, "ingest": { "rows": 748, "ms": 127, "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": "2026-10-02T23:58:59.470Z" } } }, { "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 excerpts:\n\n* **\"Data Analysis using Python\" webinar**: You mentioned on 2023-05-24 that you participated in this webinar \"two months ago\" (which would be approximately March 2023).\n* **\"Effective Time Management\" workshop**: You mentioned on 2023-05-24 that you attended this \"last Saturday\" (which would be 2023-05-20).\n\nComparing the two, the webinar occurred about two months before the workshop.\n\nYou attended the 'Data Analysis using Python' webinar first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.137, "ms": 53140, "ingest": { "rows": 755, "ms": 11141, "cached": 240 }, "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": "2026-10-02T23:59:01.568Z" } } }, { "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 excerpts:\n\n* **Bike:** You took it in for repairs in \"mid-February\" because the gears were acting up (Conversation answer_b535969f_2).\n* **Car:** You washed and detailed your Toyota Corolla on Monday, February 27th (Conversation answer_b535969f_1).\n\nSince mid-February occurs before February 27th, you took care of the bike first.\n\nYou took care of the bike first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0345, "ms": 51931, "ingest": { "rows": 738, "ms": 10975, "cached": 231 }, "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": "2026-10-02T23:59:03.477Z" } } }, { "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": "You got the Samsung Galaxy S22 first.\n\n* **Samsung Galaxy S22**: February 20th (from session answer_5328c3c2_1)\n* **Dell XPS 13**: February 25th (from session answer_5328c3c2_2)\n\nYou got the Samsung Galaxy S22 first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1714, "ms": 45906, "ingest": { "rows": 712, "ms": 11847, "cached": 166 }, "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": "2026-10-02T23:59:05.383Z" } } }, { "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": "- Workshop on \"Effective Communication in the Workplace\": attended on 2023-01-10.\n- Team meeting: scheduled for 2023-01-17.\n- Arithmetic: 17 - 10 = 7 days.\n\nYou attended the workshop 7 days before the team meeting.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1463, "ms": 38849, "ingest": { "rows": 735, "ms": 8826, "cached": 321 }, "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": "2026-10-02T23:59:07.251Z" } } }, { "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": "The Sunday mass at St. Mary's Church took place on 2023-01-02, and the Ash Wednesday service at the cathedral took place on 2023-02-01.\n\nArithmetic:\nJanuary 2 to January 31 = 29 days\nJanuary 31 to February 1 = 1 day\nTotal = 30 days\n\n30 days had passed between the Sunday mass at St. Mary's Church and the Ash Wednesday service at the cathedral.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1408, "ms": 55621, "ingest": { "rows": 729, "ms": 15327, "cached": 173 }, "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": "2026-10-02T23:59:09.162Z" } } }, { "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 excerpts:\n- You started working with Rachel on 2022-02-15 (Conversation on 2022-03-02, session answer_d39b7977_1).\n- You saw a house that you really loved on 2022-03-01 (Conversation on 2022-03-02, session answer_d39b7977_2).\n\nArithmetic: February 15 to March 1 (13 days in February [28-15] + 1 day in March) = 14 days.\n\nIt took 14 days for you to find a house you loved after starting to work with Rachel.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1163, "ms": 48541, "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": "2026-10-02T23:59:11.079Z" } } }, { "id": "gpt4_385a5000", "type": "temporal-reasoning", "question": "Which seeds were started first, the tomatoes or the marigolds?", "answer": "Tomatoes", "abstain": false, "mem": "on", "response": "The tomatoes were started first. According to the excerpts, the tomatoes were started indoors on February 20th, while the marigold seeds arrived on March 3rd and were starting to germinate around March 10th.\n\nThe tomatoes were started first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0588, "ms": 38266, "ingest": { "rows": 747, "ms": 9349, "cached": 317 }, "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": "2026-10-02T23:59:13.038Z" } } }, { "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": "The Hindu festival of Holi was attended on February 26th, and the Sunday mass at St. Mary's Church was on March 19th.\n\nArithmetic:\n- February 26 to February 28 = 2 days\n- March 1 to March 19 = 19 days\n- Total: 2 + 19 = 21 days\n\n21 days had passed between the festival of Holi and the Sunday mass.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0968, "ms": 47522, "ingest": { "rows": 735, "ms": 13083, "cached": 134 }, "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": "2026-10-02T23:59:15.107Z" } } }, { "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": "- 'Turbocharged Tuesdays' event: 2023-06-14\n- 'Rack Fest' event: 2023-06-18\nCalculation: 18 - 14 = 4 days.\n\nYou participated in the 'Turbocharged Tuesdays' event 4 days before 'Rack Fest'.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 43537, "ingest": { "rows": 724, "ms": 14016, "cached": 287 }, "recalled": 94, "queries": [ "Rack Fest", "Turbocharged Tuesdays", "participated in Turbocharged Tuesdays", "attended Rack Fest", "Turbocharged Tuesdays date", "Rack Fest date" ], "blockRows": 47, "blockChars": 36619, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:59:17.014Z" } } }, { "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": "You cleaned your white Adidas sneakers last month (mentioned on 2023-05-24), which had become dirty after an outdoor music festival.\n\nYou cleaned your white Adidas sneakers.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2, "ms": 31625, "ingest": { "rows": 788, "ms": 10807, "cached": 280 }, "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": "2026-10-02T23:59:19.148Z" } } }, { "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": "The malfunction of the stand mixer happened first.\n\nBased on the conversations from 2023-05-25:\n- The stand mixer was taken to a repair shop \"last month\" (which would be April 2023).\n- The coffee maker was purchased \"about three weeks ago\" (which, relative to 2023-05-25, would be early May 2023).\n\nThe malfunction of the stand mixer happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 58153, "ingest": { "rows": 735, "ms": 20390, "cached": 226 }, "recalled": 120, "queries": [ "bought coffee maker", "coffee maker purchase", "coffee machine order", "stand mixer malfunction", "stand mixer broken", "mixer stopped working" ], "blockRows": 52, "blockChars": 36824, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:59:21.062Z" } } }, { "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": "- Walk for Hunger: 2023-02-21\n- Coastal Cleanup: 2023-03-07\n\nArithmetic:\nFebruary has 28 days in 2023.\nFrom Feb 21 to Feb 28 is 7 days.\nFrom March 1 to March 7 is 7 days.\n7 + 7 = 14 days.\n\n14 days had passed between the 'Walk for Hunger' event and the 'Coastal Cleanup' event.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.127, "ms": 50912, "ingest": { "rows": 757, "ms": 12609, "cached": 170 }, "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": "2026-10-02T23:59:23.009Z" } } }, { "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": "To determine which item was purchased first, here is the timeline based on the excerpts:\n\n* **Training pads for Luna**: Purchased \"about a month ago\" from a conversation on 2023-05-29 $\\rightarrow$ approximately 2023-04-29.\n* **Dog bed for Max**: Purchased \"about three weeks ago\" from a conversation on 2023-05-29 $\\rightarrow$ approximately 2023-05-08.\n\nThe training pads were purchased about a month before May 29, while the dog bed was purchased about three weeks before May 29.\n\nYou purchased the training pads for Luna first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0964, "ms": 59261, "ingest": { "rows": 739, "ms": 11767, "cached": 186 }, "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": "2026-10-02T23:59:24.881Z" } } }, { "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 excerpts from 2023-05-25:\n\n* **Fixing the fence**: You stated you fixed the broken fence on the east side \"three weeks ago.\"\n* **Trimming the goats' hooves**: You mentioned doing this \"two weeks ago.\"\n\nSince three weeks ago is further in the past than two weeks ago, you fixed the fence first.\n\nYou completed fixing the fence first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 41943, "ingest": { "rows": 714, "ms": 10108, "cached": 247 }, "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": "2026-10-02T23:59:26.887Z" } } }, { "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": "Based on the excerpts provided, here are the charity events you participated in before the \"Run for the Cure\" event (which took place on 2023-10-15):\n\n* **Dance for a Cause**: May 1st\n* **Walk for Wildlife**: June\n* **Charity golf tournament**: July 17th\n* **Food for Thought charity gala**: September 25th\n\nTotal: 4 events.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0417, "ms": 47770, "ingest": { "rows": 723, "ms": 12470, "cached": 145 }, "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": "2026-10-02T23:59:28.829Z" } } }, { "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": "The provided excerpts do not contain information about your work history prior to joining NovaTech.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0, "ms": 31774, "ingest": { "rows": 708, "ms": 11475, "cached": 180 }, "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": "2026-10-02T23:59:30.764Z" } } }, { "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 excerpts:\n\n* You finished **\"The Hate U Give\"** a few days before a book club meeting that took place \"two weeks ago\" (relative to the conversation on 2023-05-30).\n* You finished **\"The Nightingale\"** \"last weekend\" (relative to the conversation on 2023-05-30).\n\nSince \"two weeks ago\" is further in the past than \"last weekend,\" you finished \"The Hate U Give\" first.\n\nYou finished reading \"The Hate U Give\" first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 52491, "ingest": { "rows": 725, "ms": 12080, "cached": 162 }, "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": "2026-10-02T23:59:32.685Z" } } }, { "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 excerpts:\n\n* The **smart thermostat** was set up \"a month ago\" (mentioned on 2023-05-25).\n* The **mesh network system** was upgraded \"recently\" (mentioned on 2023-05-25).\n\nBecause the smart thermostat was installed a month prior to today's date, while the mesh network is described as a recent upgrade in the context of current computer issues, the thermostat was set up first.\n\nYou set up the smart thermostat first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0625, "ms": 49339, "ingest": { "rows": 707, "ms": 10363, "cached": 226 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:59:34.678Z" } } }, { "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 conversation on 2023-05-21, you mentioned that for your best friend's wedding in San Francisco, you \"had to book three months in advance.\" However, the excerpts do not state the specific date on which you actually performed the booking.\n\nThe excerpts do not contain the date the Airbnb was booked.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0392, "ms": 31426, "ingest": { "rows": 741, "ms": 142, "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": false, "raw": "No", "at": "2026-10-02T23:59:36.582Z" } } }, { "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": "To calculate the total time taken to finish both books:\n\n* **The Seven Husbands of Evelyn Hugo**: two and a half weeks (mentioned in session answer_5e3bb940_2)\n* **The Nightingale**: three weeks (mentioned in session answer_5e3bb940_3)\n\n2.5 weeks + 3 weeks = 5.5 weeks.\n\nYou took five and a half weeks to finish both books combined.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1091, "ms": 54748, "ingest": { "rows": 738, "ms": 18583, "cached": 205 }, "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": "2026-10-02T23:59:38.592Z" } } }, { "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": "You attended a backyard BBQ party at your colleague's house on the 3rd of June.\n\nThe date was June 3rd.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2, "ms": 36226, "ingest": { "rows": 718, "ms": 11469, "cached": 191 }, "recalled": 77, "queries": [ "BBQ June", "barbecue June", "went to a BBQ in June", "first BBQ in June", "June cookout", "June grill event" ], "blockRows": 49, "blockChars": 36067, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-02T23:59:40.499Z" } } }, { "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 excerpts:\n- You attended the Holiday Market \"a week before Black Friday\" (Conversation on 2023-12-10, session answer_70dc7d08_1).\n- You bought the iPhone 13 Pro \"on Black Friday\" (Conversation on 2023-12-10, session answer_70dc7d08_2).\n\nA week equals 7 days.\n\nYou attended the Holiday Market 7 days before you bought the iPhone 13 Pro.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 50252, "ingest": { "rows": 711, "ms": 9770, "cached": 262 }, "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": "2026-10-02T23:59:42.405Z" } } }, { "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 conversation from 2023-05-29 (session answer_fb793c87_1), you finished the third season of \"The Crown\" in 14 days. In the same session (and session answer_fb793c87_2), it is mentioned that you started \"Game of Thrones\" about a month ago and had finished the first four seasons.\n\nSince you finished a full season of \"The Crown\" in 14 days and started \"Game of Thrones\" approximately 30 days ago, you started \"Game of Thrones\" first.\n\nYou started watching 'Game of Thrones' first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 58960, "ingest": { "rows": 761, "ms": 17237, "cached": 151 }, "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": "2026-10-02T23:59:44.428Z" } } }, { "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": "You joined the Facebook group \"Book Lovers Unite\" three weeks before the conversation on 2023-05-28, and you attended the meetup \"last week.\"\n\nCalculation: 3 weeks (total membership) - 1 week (time since meetup) = 2 weeks.\n\nYou had been a member for about 2 weeks when you attended the meetup.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0426, "ms": 51121, "ingest": { "rows": 723, "ms": 16882, "cached": 275 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:59:46.349Z" } } }, { "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 conversations from 2023-05-20:\n- You started watching stand-up regularly about 3 months ago after watching a John Mulaney special (session answer_cdba3d9f_1).\n- You attended the open mic night \"last month\" (session answer_cdba3d9f_2).\n\nArithmetic: 3 months total - 1 month since the open mic = 2 months.\n\nYou had been watching stand-up comedy specials regularly for about 2 months when you attended the open mic night.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.058, "ms": 39813, "ingest": { "rows": 758, "ms": 112, "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": "2026-10-02T23:59:48.222Z" } } }, { "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": "On Tuesdays and Thursdays, you wake up 15 minutes earlier than your usual 7:00 AM wake-up time to meditate and practice yoga poses, which means you wake up at 6:45 AM.\n\nYou wake up at 6:45 AM.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1364, "ms": 43372, "ingest": { "rows": 826, "ms": 12618, "cached": 233 }, "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": "2026-10-02T23:59:50.175Z" } } }, { "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": "- Adidas running shoes bought: 2023-01-10\n- Converse shoelace broke: 2023-01-24\n- Arithmetic: 24 - 10 = 14 days\n\n14 days had passed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1875, "ms": 37251, "ingest": { "rows": 717, "ms": 9262, "cached": 305 }, "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": "2026-10-02T23:59:52.206Z" } } }, { "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": "The arrival of the new prime lens happened first.\n\nAccording to the conversation on 2023-05-23, you mentioned getting the 50mm f/1.8 prime lens \"a month ago.\" Regarding the coastal trip, you stated on the same day that you had \"just got back from a road trip to the coast with friends last week.\"\n\nCalculation:\n- Prime lens: arrived ~April 23, 2023 (1 month before May 23)\n- Coastal trip: occurred ~May 16, 2023 (1 week before May 23)\n\nThe arrival of the new prime lens happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1205, "ms": 54519, "ingest": { "rows": 787, "ms": 10478, "cached": 297 }, "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": "2026-10-02T23:59:54.159Z" } } }, { "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 excerpts provided:\n\n* **United Airlines**: 4 flights in March (two flights each way for a business trip to Chicago from March 10th to 12th).\n* **Southwest Airlines**: 2 flights in March (direct round-trip from hometown to Las Vegas from March 15th to 18th).\n* **American Airlines**: 2+ flights in April (flew from hometown to Honolulu and then a connecting flight to Maui for a vacation from April 20th to 27th).\n* **Uber** (not an airline): You mentioned taking at least 10 Uber rides in April.\n\nYou flew with United Airlines the most during this period.\n\nUnited Airlines", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.043, "ms": 59779, "ingest": { "rows": 743, "ms": 12029, "cached": 185 }, "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": true, "raw": "Yes", "at": "2026-10-02T23:59:56.130Z" } } }, { "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": "You attended the bird watching workshop a month before 2023-05-21 (session answer_be73098b_2). In a different conversation on the same day (session answer_be73098b_1), you stated, \"I've been getting into bird watching for about three months now.\"\n\nArithmetic: 3 months total - 1 month since the workshop = 2 months.\n\nYou had been bird watching for about two months when you attended the workshop.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0635, "ms": 49527, "ingest": { "rows": 705, "ms": 11305, "cached": 177 }, "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": true, "raw": "Yes.", "at": "2026-10-02T23:59:58.031Z" } } }, { "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 excerpts:\n- You traveled solo to Thailand \"last year\" (mentioned on 2023-05-28).\n- You went on a trip to Europe with your family \"just last month\" (mentioned on 2023-05-28).\n\nSince \"last year\" occurred before \"last month,\" you took the trip to Thailand first.\n\nThe solo trip to Thailand was first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1455, "ms": 30474, "ingest": { "rows": 740, "ms": 119, "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": "2026-10-02T23:59:59.941Z" } } }, { "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": "You set up the new router first on January 15th, and the smart thermostat later on February 10th.\n\nThe new router was obtained on 2023-01-15, and the smart thermostat was set up on 2023-02-10.\n\nThe new router was set up first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 38807, "ingest": { "rows": 772, "ms": 10384, "cached": 299 }, "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": "2026-10-03T00:00:01.854Z" } } }, { "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": "You dealt with the persistent cough first. According to the excerpts, you visited your primary care physician, Dr. Smith, regarding the cough on February 10th, while the surgical procedure to remove the skin tag on your neck took place on February 22nd.\n\nThe persistent cough came first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.093, "ms": 39931, "ingest": { "rows": 773, "ms": 11255, "cached": 244 }, "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": "2026-10-03T00:00:03.884Z" } } }, { "id": "d01c6aa8", "type": "temporal-reasoning", "question": "How old was I when I moved to the United States?", "answer": "27", "abstain": false, "mem": "on", "response": "Based on the excerpts provided:\n* You are currently 32 years old (stated in session `answer_991d55e5_1`).\n* You have been living in the United States for the past five years on a work visa (stated in session `answer_991d55e5_2`).\n\nArithmetic: 32 years old today - 5 years ago = 27 years old.\n\nYou were 27 years old when you moved to the United States.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0339, "ms": 47181, "ingest": { "rows": 698, "ms": 10357, "cached": 219 }, "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": true, "raw": "Yes", "at": "2026-10-03T00:00:05.809Z" } } }, { "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": "You got your new area rug a month before 2023-05-26, and you rearranged your furniture three weeks before 2023-05-26.\n\nThe difference is approximately 1 week and 2 days (about 1.3 weeks).\n\nYou had been using the new area rug for about a week when you rearranged your living room furniture.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0625, "ms": 42450, "ingest": { "rows": 736, "ms": 11404, "cached": 207 }, "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": "2026-10-03T00:00:07.834Z" } } }, { "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": "You ordered the personalized photo album for your best friend on April 15th and her party was on April 22nd.\n\nArithmetic: April 22 - April 15 = 7 days.\n\nYou ordered her gift 7 days before her birthday party.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1304, "ms": 45453, "ingest": { "rows": 831, "ms": 16130, "cached": 359 }, "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": "2026-10-03T00:00:09.835Z" } } }, { "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": "The family road trip across the American Southwest happened first, as the user stated on 2023-05-22 that they had been to the Grand Canyon with their family \"a few years ago,\" whereas the solo trip to Europe took place \"last month\" (mentioned in the same day's conversation).\n\nThe family road trip across the American Southwest was first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2105, "ms": 46232, "ingest": { "rows": 743, "ms": 10560, "cached": 260 }, "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": "2026-10-03T00:00:12.137Z" } } }, { "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 excerpts:\n- You got your new binoculars exactly three weeks before May 20, 2023 (mentioned in session answer_aa930b56_1).\n- You saw the American goldfinches returning to the area \"a week ago\" relative to your conversation on May 20, 2023 (mentioned in session answer_aa930b56_2).\n\nArithmetic: 3 weeks (total ownership) - 1 week (time since sighting) = 2 weeks.\n\nYou had used your new binoculars for two weeks before you saw the American goldfinches returning.\n\nThe answer is two weeks.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0519, "ms": 56443, "ingest": { "rows": 752, "ms": 10480, "cached": 270 }, "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": "2026-10-03T00:00:14.104Z" } } }, { "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:\n\n* **Tom**: You met him \"a few months ago\" (mentioned on 2023-05-28).\n* **Mark and Sarah**: You met them \"about a month ago\" on a beach trip (mentioned on 2023-05-28).\n\nSince \"a few months ago\" is further back in time than \"about a month ago,\" you met Tom first.\n\nYou met Tom first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0364, "ms": 47161, "ingest": { "rows": 764, "ms": 11226, "cached": 257 }, "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": "2026-10-03T00:00:16.149Z" } } }, { "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": "To determine the number of weeks between your acceptance and the start of your orientation sessions:\n\n* **Acceptance date:** March 20th (from conversation session answer_5fcca8bc_1)\n* **Orientation start date:** March 27th (from conversation session answer_5fcca8bc_2)\n* **Calculation:** March 20 to March 27 is exactly 7 days $\\rightarrow$ 1 week.\n\nYou had been accepted into the exchange program for 1 week when you started attending the pre-departure orientation sessions.\n\n1 week", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0286, "ms": 55111, "ingest": { "rows": 756, "ms": 11735, "cached": 219 }, "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": "2026-10-03T00:00:18.219Z" } } }, { "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": "You joined 'Marketing Professionals' first.\n\n- **Marketing Professionals**: Joined on 2023-05-24 (mentioned on 2023-05-25 that you joined it \"yesterday\").\n- **Page Turners**: Joined \"last week\" relative to 2023-05-25.\n\nWait, looking closer at the dates:\n- \"Marketing Professionals\" was joined on 2023-05-24.\n- \"Page Turners\" was joined \"last week\" (approximately 7 days prior to 2023-05-25), which would be around 2023-05-18.\n\nTherefore, you joined 'Page Turners' first.\n\nYou joined 'Page Turners' first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0506, "ms": 62254, "ingest": { "rows": 717, "ms": 12710, "cached": 403 }, "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": "2026-10-03T00:00:20.151Z" } } }, { "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": "You had been taking weekly guitar lessons for six weeks when you mentioned buying the new guitar amp two weeks ago.\n\nCalculation:\n- Guitar lessons started: 6 weeks ago (as of 2023-05-25)\n- Amp purchased: 2 weeks ago (as of 2023-05-25)\n- 6 weeks total lessons - 2 weeks since amp purchase = 4 weeks of lessons.\n\nYou had been taking guitar lessons for 4 weeks when you bought the new guitar amp.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0278, "ms": 57119, "ingest": { "rows": 759, "ms": 16767, "cached": 136 }, "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": "2026-10-03T00:00:22.066Z" } } }, { "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 conversation from 2023-05-26, you mentioned that you started a free trial of Disney+ \"last month.\" In the same session, you noted that you have been using Netflix, Hulu, and Amazon Prime for the \"past 6 months\" and have been using Apple TV+ for \"a few months.\"\n\nSince the Disney+ trial began about one month ago (April 2023), it is the most recent service you started using.\n\nYou started using Disney+ most recently.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0282, "ms": 47028, "ingest": { "rows": 709, "ms": 10037, "cached": 243 }, "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": true, "raw": "Yes", "at": "2026-10-03T00:00:24.111Z" } } }, { "id": "6613b389", "type": "temporal-reasoning", "question": "How many months before my anniversary did Rachel get engaged?", "answer": "2", "abstain": false, "mem": "on", "response": "- Rachel got engaged on 2023-05-15.\n- Your anniversary is on 2023-07-22.\n- May 15 to July 15 is 2 months, plus 7 days to July 22 → about 2 months.\n\nRachel got engaged approximately 2 months before your anniversary.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0488, "ms": 30207, "ingest": { "rows": 726, "ms": 139, "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": "2026-10-03T00:00:26.081Z" } } }, { "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": "The narrator received their new phone case first.\n\n* **New phone case:** Received \"about a month ago\" (stated on 2023-05-26) $\\rightarrow$ approximately April 26, 2023.\n* **Lost phone charger:** Lost \"about two weeks ago\" (stated on 2023-05-26) $\\rightarrow$ approximately May 12, 2023.\n\nThe narrator receiving their new phone case happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1481, "ms": 54177, "ingest": { "rows": 759, "ms": 15755, "cached": 199 }, "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": "2026-10-03T00:00:28.373Z" } } }, { "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 excerpts provided:\n\n* **The tourist from Australia**: You met him \"last Thursday\" (relative to 2023-05-23, which would be 2023-05-18).\n* **The jam maker** (referred to as \"he\" in the excerpts, not a woman): You met him \"two weeks ago on a Saturday morning\" (relative to 2023-05-23, which would be 2023-05-13).\n\nYou met the jam maker first.\n\nThe jam maker was met first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 53304, "ingest": { "rows": 748, "ms": 10965, "cached": 239 }, "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": "2026-10-03T00:00:30.454Z" } } }, { "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": "The meeting with Rachel happened first. It took place on April 10th, and the pride parade was attended on May 1st.\n\nThe meeting with Rachel happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2222, "ms": 31647, "ingest": { "rows": 722, "ms": 11082, "cached": 190 }, "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": "2026-10-03T00:00:32.562Z" } } }, { "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 excerpts:\n\n* The **necklace** for your sister was purchased \"last weekend\" (mentioned in the conversation on 2023-05-30).\n* The **photo album** for your mom was ordered \"two weeks ago\" (mentioned in the conversation on 2023-05-30).\n\nSince the photo album was ordered two weeks ago and the necklace was bought last weekend, the photo album was purchased first.\n\nThe photo album for your mom was bought first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1194, "ms": 47984, "ingest": { "rows": 705, "ms": 10074, "cached": 241 }, "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": "2026-10-03T00:00:34.576Z" } } }, { "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 excerpts:\n- You joined a recreational volleyball league about 2 months ago (relative to 2023-05-24), which would be approximately March 2023.\n- You participated in a charity 5K run for a local children's hospital \"about a month ago\" (relative to 2023-05-24), which would be approximately April 2023.\n\nYou participated in the volleyball league first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0714, "ms": 45795, "ingest": { "rows": 694, "ms": 9219, "cached": 267 }, "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": true, "raw": "Yes.", "at": "2026-10-03T00:00:36.587Z" } } }, { "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 excerpts:\n\n* **Spanish classes:** You mentioned on 2023-05-27 that you have been taking Spanish classes \"for the past three months,\" which means they started around February 2023.\n* **Cultural festival:** On 2023-05-27, you stated, \"I attended a cultural festival in my hometown yesterday,\" meaning it happened on 2023-05-26.\n\nThe start of your Spanish classes happened first.\n\nThe start of your Spanish classes happened first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0588, "ms": 41581, "ingest": { "rows": 749, "ms": 156, "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": "2026-10-03T00:00:38.627Z" } } }, { "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 excerpts:\n- You started the **Ferrari 288 GTO model** about three weeks ago on a Sunday afternoon (stated on 2023-05-29).\n- You started the **1/48 scale Japanese Zero fighter plane** \"about a month ago\" (stated on 2023-05-29).\n\nSince one month is longer than three weeks, you started the Japanese Zero fighter plane first.\n\nYou started the Japanese Zero fighter plane model first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1515, "ms": 45396, "ingest": { "rows": 739, "ms": 10349, "cached": 366 }, "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": true, "raw": "Yes.", "at": "2026-10-03T00:00:40.916Z" } } }, { "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 excerpts:\n\n* **Alex** adopted a baby girl in January 2023 (Conversation on 2023-03-17, session answer_65600ff6_2).\n* **Rachel** is the mother of twins, Jackson and Julia, who were born on February 12th, 2023 (Conversation on 2023-03-17, session answer_65600ff6_1).\n\nAlex became a parent first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0417, "ms": 46846, "ingest": { "rows": 717, "ms": 8702, "cached": 312 }, "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": "2026-10-03T00:00:42.936Z" } } }, { "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": "- Gift for brother's graduation: 2023-03-08\n- Birthday gift for best friend: 2023-03-15\n- Calculation: 15 - 8 = 7 days\n\n7 days had passed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2286, "ms": 41448, "ingest": { "rows": 701, "ms": 10441, "cached": 219 }, "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": "2026-10-03T00:00:44.918Z" } } }, { "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": "The excerpts mention that you fixed the broken fence on the east side of your property three weeks ago (relative to 2023-05-21). However, the excerpts do not contain any information about you purchasing three cows from Peter; they only mention that you were researching and considering the purchase of a new cow (specifically a Brown Swiss or a Jersey).\n\nThe excerpts do not support the premise that you purchased three cows from Peter.\n\nYou completed fixing the fence first, as there is no record of the cow purchase.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 1, "ms": 44531, "ingest": { "rows": 775, "ms": 10479, "cached": 298 }, "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": false, "raw": "No.", "at": "2026-10-03T00:00:46.772Z" } } }, { "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": "The excerpts do not support the premise that you work at Google; instead, they state that you have been working at NovaTech for about 4 years and 3 months.\n\nThe excerpts do not contain information regarding how long you worked before starting your job at NovaTech.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 46156, "ingest": { "rows": 851, "ms": 21949, "cached": 292 }, "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": "2026-10-03T00:00:48.659Z" } } }, { "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": "The provided excerpts do not contain any information about booking an Airbnb in Sacramento.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 20494, "ingest": { "rows": 759, "ms": 140, "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": "2026-10-03T00:00:50.603Z" } } }, { "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": "The excerpts do not contain any information regarding when you bought an iPad; they only mention that you bought an iPhone 13 Pro.\n\nThe excerpts do not support the premise that you bought an iPad.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 40333, "ingest": { "rows": 754, "ms": 17167, "cached": 257 }, "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": "2026-10-03T00:00:52.640Z" } } }, { "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": "The excerpts do not support the premise that you are building a Porsche 991 Turbo S model; they only mention a Ferrari 288 GTO and a 1/48 scale Japanese Zero fighter plane.\n\nThe excerpts do not contain information about a Porsche 991 Turbo S model.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 33591, "ingest": { "rows": 730, "ms": 7980, "cached": 359 }, "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": "2026-10-03T00:00:54.510Z" } } }, { "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 provided excerpts do not mention a person named Tom, so I cannot determine when he became a parent. Regarding Alex, the excerpts state that \"my cousin Alex just adopted a baby girl from China in January\" (Conversation on 2023-03-17, session answer_65600ff6_abs_2).\n\nThe excerpts do not contain enough information to answer who became a parent first.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 46512, "ingest": { "rows": 739, "ms": 14386, "cached": 233 }, "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": "2026-10-03T00:00:56.384Z" } } }, { "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": "You have mentioned two different personal best times for a charity 5K run:\n\n* On 2023-05-23, you stated your personal best time was 27:12.\n* On 2023-05-30, you stated your personal best time was 25:50.\n\nYour personal best time is either 27:12 or 25:50.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1754, "ms": 46897, "ingest": { "rows": 679, "ms": 8225, "cached": 304 }, "recalled": 87, "queries": [ "charity 5K run time", "5K personal best", "5K race result", "charity run finish time", "my 5K time", "how did I do in the 5K" ], "blockRows": 51, "blockChars": 36580, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:00:58.343Z" } } }, { "id": "6aeb4375", "type": "knowledge-update", "question": "How many Korean restaurants have I tried in my city?", "answer": "four", "abstain": false, "mem": "on", "response": "You have mentioned trying Korean restaurants on two different dates:\n- On 2023-08-11, you stated you had tried three different ones.\n- On 2023-09-30, you stated you had tried four different ones so far.\n\nTotal: 4 restaurants.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.05, "ms": 36906, "ingest": { "rows": 709, "ms": 10046, "cached": 253 }, "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": "2026-10-03T00:01:00.317Z" } } }, { "id": "830ce83f", "type": "knowledge-update", "question": "Where did Rachel move to after her recent relocation?", "answer": "the suburbs", "abstain": false, "mem": "on", "response": "The excerpts contain conflicting information regarding Rachel's recent relocation:\n- On 2023-05-24, you mentioned she moved to a new apartment in **Chicago**.\n- On 2023-05-27, you mentioned she \"just moved back to the **suburbs** again\" (and the assistant recommended locations near Tampa).\n\nRachel moved to Chicago, but more recently moved back to the suburbs.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0377, "ms": 44101, "ingest": { "rows": 751, "ms": 7767, "cached": 370 }, "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": "2026-10-03T00:01:02.229Z" } } }, { "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": "On 2023-08-11, you stated that you \"got pre-approved for $350,000 from Wells Fargo.\" However, in a later conversation on 2023-11-30, you asked the assistant to \"remember when I got pre-approved for $400,000 from Wells Fargo?\"\n\nThe excerpts contain two different amounts: $350,000 and $400,000.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0.0755, "ms": 49840, "ingest": { "rows": 694, "ms": 10498, "cached": 200 }, "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": true, "raw": "Yes", "at": "2026-10-03T00:01:04.318Z" } } }, { "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 your conversations, the frequency of your yoga practice has changed:\n- On 2023-08-11, you mentioned doing yoga **twice a week**.\n- On 2023-11-30, you stated that you attend yoga classes **three times a week**, noting that you are more focused on those days and that it helps clear your head.\n\nYou currently attend yoga classes three times a week.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0968, "ms": 41299, "ingest": { "rows": 736, "ms": 8934, "cached": 323 }, "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": "2026-10-03T00:01:06.269Z" } } }, { "id": "d7c942c3", "type": "knowledge-update", "question": "Is my mom using the same grocery list method as me?", "answer": "Yes.", "abstain": false, "mem": "on", "response": "Yes, your mom is now using the same grocery list app as you. In the conversation on 2023-04-30, you stated, \"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\nYour mom is using the same grocery list app as you.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0357, "ms": 56464, "ingest": { "rows": 772, "ms": 22416, "cached": 233 }, "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": "2026-10-03T00:01:08.074Z" } } }, { "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": "You mentioned your time spent on the abstract ocean sculpture on two different dates:\n- 2023-06-11: \"around 5-6 hours\"\n- 2023-06-17: \"10-12 hours\"\n\nBased on the most recent update, you have spent 10-12 hours on the sculpture.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 45378, "ingest": { "rows": 773, "ms": 12588, "cached": 185 }, "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": "2026-10-03T00:01:10.068Z" } } }, { "id": "89941a93", "type": "knowledge-update", "question": "How many bikes do I currently own?", "answer": "4", "abstain": false, "mem": "on", "response": "You own the following bikes:\n- Road bike (mentioned 2023-02-22)\n- Mountain bike (mentioned 2023-02-22)\n- Commuter bike (mentioned 2023-02-22)\n- Hybrid bike (purchased recently, mentioned 2023-10-10)\n\nTotal: 4 bikes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0588, "ms": 43141, "ingest": { "rows": 776, "ms": 10946, "cached": 265 }, "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": "2026-10-03T00:01:12.078Z" } } }, { "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, there are conflicting statements regarding the day of your cocktail-making class:\n- On 2023-06-16, you stated, \"I have a cocktail-making class on Thursday.\"\n- On 2023-06-30, you stated, \"I have a cocktail-making class on Fridays.\"\n\nThe excerpts provide both Thursday and Friday.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0417, "ms": 43393, "ingest": { "rows": 771, "ms": 8686, "cached": 368 }, "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": "2026-10-03T00:01:13.999Z" } } }, { "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 excerpts, you most recently went to Paris as a family \"last month\" (mentioned on 2023-05-28).\n\nYou also mentioned a recent family trip to Hawaii, but you noted that the trip to Hawaii occurred \"right before\" a previous trip to Japan (mentioned on 2023-05-27).\n\nThe most recent family trip was to Paris.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0377, "ms": 32858, "ingest": { "rows": 765, "ms": 106, "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": "2026-10-03T00:01:15.843Z" } } }, { "id": "07741c44", "type": "knowledge-update", "question": "Where do I initially keep my old sneakers?", "answer": "under my bed", "abstain": false, "mem": "on", "response": "You initially kept your old sneakers under your bed for storage (mentioned on 2023-08-11).\n\nYou kept your old sneakers under your bed.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1481, "ms": 33184, "ingest": { "rows": 772, "ms": 10963, "cached": 259 }, "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": "2026-10-03T00:01:17.783Z" } } }, { "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": "- On 2023-05-23, you mentioned you had written four short stories.\n- On 2023-05-30, you stated, \"I've even managed to complete 7 short stories since I started.\"\n\nYou have written 7 short stories.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0, "ms": 53103, "ingest": { "rows": 737, "ms": 23542, "cached": 136 }, "recalled": 92, "queries": [ "short story", "finished story", "wrote a story", "started writing regularly", "writing habit", "completed draft" ], "blockRows": 49, "blockChars": 36155, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:01:19.669Z" } } }, { "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": "You mentioned your progress on two different dates:\n- 2023-05-20: \"I'm currently on page 200\"\n- 2023-05-29: \"I'm on page 220 now\"\n\nThe most recent update is page 220.\n\nYou have read 220 pages.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0526, "ms": 44090, "ingest": { "rows": 715, "ms": 10702, "cached": 218 }, "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": "2026-10-03T00:01:21.713Z" } } }, { "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 conversation from 2023-10-24, you stated that in your role as Senior Software Engineer, you lead a team of five engineers. There is no mention of a different number of engineers from when you started versus now.\n\nTotal: 5 engineers (stated on 2023-10-24).\n\nYou lead 5 engineers.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.4571, "ms": 40916, "ingest": { "rows": 760, "ms": 9157, "cached": 339 }, "recalled": 160, "queries": [ "how many engineers do I lead", "started new role Senior Software Engineer", "team size when I started", "current team size", "number of direct reports", "leading engineers" ], "blockRows": 45, "blockChars": 36677, "evidenceHit": true, "evidenceAll": false, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T00:01:23.656Z" } } }, { "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 excerpts from your conversations:\n\n* 2023-05-20: You mentioned having 20 titles waiting to be checked off.\n* 2023-05-22: You stated your to-watch list currently had 25 titles.\n\nThe most recent mention is from 2023-05-22.\n\nThere are 25 titles currently on your to-watch list.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0392, "ms": 56968, "ingest": { "rows": 751, "ms": 21672, "cached": 211 }, "recalled": 125, "queries": [ "to-watch list", "watchlist", "movies to watch", "shows to watch", "want to watch", "adding to my list" ], "blockRows": 53, "blockChars": 36557, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:01:25.592Z" } } }, { "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": "The excerpts show a series of conflicting statements regarding the number of stars needed for Gold level:\n\n* On 2023-07-11, the assistant first stated 300 stars, then 400 stars, but you corrected the assistant, stating: \"I actually need **125 stars** to reach the Gold level on the Starbucks Rewards app, not 400.\"\n* On 2023-07-30, the assistant again suggested 300 stars, but you corrected it again, stating: \"Actually, I need 120 stars to reach the gold level, not 300.\"\n\nBecause you provided two different corrections (125 stars and 120 stars), the excerpts contain contradictory information.\n\nThe most recent information you provided is that you need 120 stars.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0202, "ms": 52826, "ingest": { "rows": 731, "ms": 100, "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": "2026-10-03T00:01:27.569Z" } } }, { "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 our conversations:\n- On 2023-06-18, you mentioned you had been using it for 6 months.\n- On 2023-09-02, you mentioned you had been using it for 9 months.\n\nSince today is 2023-09-04, the most recent information confirms you have been using it for 9 months.\n\nYou have been using your Fitbit Charge 3 for 9 months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0635, "ms": 45841, "ingest": { "rows": 744, "ms": 8619, "cached": 340 }, "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": "2026-10-03T00:01:29.850Z" } } }, { "id": "f9e8c073", "type": "knowledge-update", "question": "How many sessions of the bereavement support group did I attend?", "answer": "five", "abstain": false, "mem": "on", "response": "You mentioned the number of sessions twice:\n- On 2023-05-11, you stated, \"I did attend three sessions of the bereavement support group.\"\n- On 2023-10-30, you stated, \"I remember attending five sessions.\"\n\nBecause these two statements conflict, the excerpts do not provide a single definitive number, though your most recent mention was five.\n\nThe total is either 3 or 5 sessions, depending on which statement is accurate.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0308, "ms": 45057, "ingest": { "rows": 757, "ms": 10334, "cached": 272 }, "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": "2026-10-03T00:01:32.464Z" } } }, { "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 conversation from 2023-05-19, you mentioned you had been using a new **Canon EF 70-200mm f/2.8L IS III USM** lens. Later, in the conversation on 2023-08-30, you referred to it as your \"new 70-200mm zoom lens.\"\n\nYou purchased a Canon EF 70-200mm f/2.8L IS III USM lens.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 58462, "ingest": { "rows": 720, "ms": 21200, "cached": 190 }, "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": "2026-10-03T00:01:34.573Z" } } }, { "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 excerpts:\n- On 2023-04-03, you stated your sessions were \"every two weeks.\"\n- On 2023-11-03, you mentioned, \"I see Dr. Smith every week.\"\n\nSince the most recent update was in November, you currently see Dr. Smith every week.\n\nYou see Dr. Smith every week.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0816, "ms": 40936, "ingest": { "rows": 733, "ms": 9895, "cached": 276 }, "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": "2026-10-03T00:01:36.844Z" } } }, { "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 excerpts:\n- On 2023-05-20, you stated: \"I've actually watched 4 MCU films in the last 3 months\".\n- On 2023-05-29, you stated: \"I've watched 12 films in the last 3 months, including 5 MCU films\".\n\nSince the latter statement is more recent, it is the most current count.\n\nTotal: 5 MCU films.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0364, "ms": 53581, "ingest": { "rows": 771, "ms": 13248, "cached": 156 }, "recalled": 91, "queries": [ "MCU movie", "Marvel movie", "watched Avengers", "watched Iron Man", "watched Guardians of the Galaxy", "watched Thor" ], "blockRows": 54, "blockChars": 36125, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:01:38.699Z" } } }, { "id": "45dc21b6", "type": "knowledge-update", "question": "How many of Emma's recipes have I tried out?", "answer": "3", "abstain": false, "mem": "on", "response": "You have mentioned trying Emma's recipes on two different dates:\n- 2023-05-29: \"I've already tried out two of them.\"\n- 2023-05-30: \"I've tried out 3 of Emma's recipes so far\"\n\nBased on your most recent update, you have tried 3 of Emma's recipes.\n\nYou have tried 3 of Emma's recipes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0339, "ms": 33954, "ingest": { "rows": 729, "ms": 95, "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": "2026-10-03T00:01:40.569Z" } } }, { "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": "In a conversation on 2023-05-26, you mentioned that Rachel \"is currently at TechCorp.\"\n\nRachel is currently working at TechCorp.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 38862, "ingest": { "rows": 751, "ms": 13212, "cached": 312 }, "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": "2026-10-03T00:01:42.485Z" } } }, { "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": "You switched to less water per tablespoon of coffee. On 2023-02-11, you stated your ratio was \"1 tablespoon of coffee for every 6 ounces of water,\" and by 2023-06-30, you updated it to \"1 tablespoon of coffee for every 5 ounces of water.\"\n\nYou switched to less water per tablespoon of coffee.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3284, "ms": 43289, "ingest": { "rows": 736, "ms": 12983, "cached": 132 }, "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": "2026-10-03T00:01:44.322Z" } } }, { "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 conversation from 2023-10-30, you mentioned moving the painting \"Ethereal Dreams\" by Emma Taylor to your bedroom and specifically stated that you \"recently moved the 'Ethereal Dreams' painting by Emma Taylor above my bed.\"\n\nThe painting 'Ethereal Dreams' by Emma Taylor is currently hanging above your bed in your bedroom.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1132, "ms": 54635, "ingest": { "rows": 759, "ms": 16478, "cached": 343 }, "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": "2026-10-03T00:01:46.286Z" } } }, { "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": "You mentioned wearing them:\n- 4 times on 2023-05-30 (session answer_caf5b52e_1)\n- 6 times on 2023-05-30 (session answer_caf5b52e_2)\n\nSince the second mention is an update to the first, you have worn them 6 times.\n\nYou have worn your new black Converse Chuck Taylor All Star sneakers 6 times.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0, "ms": 45477, "ingest": { "rows": 775, "ms": 11365, "cached": 249 }, "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": "2026-10-03T00:01:48.251Z" } } }, { "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": "You have mentioned your progress on the Science series twice:\n- On 2023-05-24, you stated you were on episode 10.\n- On 2023-05-29, you stated, \"I just completed 50 episodes.\"\n\nTotal: 50 episodes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 43591, "ingest": { "rows": 747, "ms": 11603, "cached": 206 }, "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": "2026-10-03T00:01:50.181Z" } } }, { "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 excerpts:\n\n* On 2023-06-01, you stated that you go to the gym on **Tuesdays, Thursdays, and Saturdays** (3 times a week).\n* On 2023-08-15, you mentioned that you have been consistent with your gym routine—**four times a week**, actually.\n\nComparing these two statements, you have increased your frequency from three times a week to four times a week.\n\nYes, you go to the gym more frequently now (four times a week) than you did previously (three times a week).", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.026, "ms": 53706, "ingest": { "rows": 744, "ms": 11276, "cached": 225 }, "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": "2026-10-03T00:01:52.185Z" } } }, { "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 conversations:\n- On 2023-08-11, you mentioned you had added 17 new postcards.\n- On 2023-11-30, you stated, \"I just realized I've added 25 new postcards to my collection since I started collecting again.\"\n\nThe most recent update explicitly states the total number of new additions since you started collecting again.\n\nYou have added 25 new postcards.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0333, "ms": 48169, "ingest": { "rows": 735, "ms": 16399, "cached": 198 }, "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": "2026-10-03T00:01:54.125Z" } } }, { "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": "You have mentioned your progress on two different dates:\n- 2023-05-24: 20 videos\n- 2023-05-26: 30 videos\n\nTotal: 30 videos.\n\nYou have completed 30 videos of Corey Schafer's Python programming series.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 43054, "ingest": { "rows": 743, "ms": 10954, "cached": 227 }, "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": "2026-10-03T00:01:56.041Z" } } }, { "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": "You mentioned on 2023-04-11 that you had been in your studio apartment for a month, and on 2023-10-15 you stated you had been living there for 3 months.\n\nBecause these statements are contradictory, the excerpts do not provide a consistent duration.\n\nThe excerpts provide conflicting information (one month on 2023-04-11 and three months on 2023-10-15).", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0.0656, "ms": 47865, "ingest": { "rows": 762, "ms": 9675, "cached": 309 }, "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": "2026-10-03T00:01:57.948Z" } } }, { "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": "On 2023-06-30, you mentioned, \"I'm currently obsessed with Kansas City Masterpiece BBQ sauce on my ribs.\"\n\nYou are currently obsessed with Kansas City Masterpiece BBQ sauce.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1875, "ms": 35338, "ingest": { "rows": 694, "ms": 9137, "cached": 282 }, "recalled": 113, "queries": [ "BBQ sauce", "favorite sauce", "obsessed with sauce", "best BBQ sauce", "tried a new BBQ sauce", "buying BBQ sauce" ], "blockRows": 48, "blockChars": 36195, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:01:59.773Z" } } }, { "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": "Your parents' length of stay has been mentioned twice in your conversations:\n- On 2023-07-16, you stated they had been around for the past six months.\n- On 2023-10-20, you mentioned they had been staying with you for nine months.\n\nBased on the most recent update on 2023-10-20, your parents have been staying with you for nine months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0645, "ms": 44210, "ingest": { "rows": 735, "ms": 9885, "cached": 281 }, "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": "2026-10-03T00:02:01.828Z" } } }, { "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": "You have been sticking to your daily tidying routine for 4 weeks, as mentioned on 2023-09-30.\n\nYou have been sticking to your daily tidying routine for 4 weeks.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 40790, "ingest": { "rows": 770, "ms": 12088, "cached": 207 }, "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": "2026-10-03T00:02:03.725Z" } } }, { "id": "e61a7584", "type": "knowledge-update", "question": "How long have I had my cat, Luna?", "answer": "9 months", "abstain": false, "mem": "on", "response": "You mentioned on 2023-11-30 that you have had your cat, Luna, for about 9 months.\n\nYou have had Luna for about 9 months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1481, "ms": 22595, "ingest": { "rows": 749, "ms": 126, "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": "2026-10-03T00:02:05.690Z" } } }, { "id": "1cea1afa", "type": "knowledge-update", "question": "How many Instagram followers do I currently have?", "answer": "600", "abstain": false, "mem": "on", "response": "Based on the excerpts:\n- 2023-05-27: You mentioned reaching 500 followers last week.\n- 2023-05-28: You stated, \"I just checked and I'm now at 600 followers.\"\n\nYou have 600 followers.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0606, "ms": 41924, "ingest": { "rows": 745, "ms": 12026, "cached": 186 }, "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": "2026-10-03T00:02:07.751Z" } } }, { "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 conversation on 2023-03-15, you stated, \"we've got 20 dozen stocked up in the fridge right now.\"\n\nYou currently have 20 dozen eggs.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 36522, "ingest": { "rows": 793, "ms": 11374, "cached": 278 }, "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": "2026-10-03T00:02:09.720Z" } } }, { "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 excerpts:\n\n* On 2023-04-20, you mentioned you \"just finished my third issue.\"\n* On 2023-07-15, you stated, \"I've finished five issues so far.\"\n\nYou have finished reading 5 issues of National Geographic.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0526, "ms": 41008, "ingest": { "rows": 732, "ms": 11066, "cached": 225 }, "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": "2026-10-03T00:02:11.671Z" } } }, { "id": "b01defab", "type": "knowledge-update", "question": "Did I finish reading 'The Nightingale' by Kristin Hannah?", "answer": "Yes", "abstain": false, "mem": "on", "response": "Yes, you finished reading \"The Nightingale\" by Kristin Hannah. Although you had previously put it down on 2023-01-21 because it was getting too emotional, you mentioned on 2023-03-30 that you \"recently finished\" it and described it as a \"powerful and emotional read.\"\n\nThe excerpts confirm you finished the book.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.04, "ms": 44865, "ingest": { "rows": 759, "ms": 10838, "cached": 257 }, "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": "2026-10-03T00:02:13.635Z" } } }, { "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": "You got your guitar serviced at a music shop on Main St called \"Rhythm Central.\"\n\nYou mentioned this shop on 2023-05-20 and later confirmed on 2023-05-29 that you had used them, stating, \"I remember the music shop on Main St where I got my guitar serviced, they're really good with guitar maintenance.\"\n\nYou got your guitar serviced at Rhythm Central on Main St.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1408, "ms": 45760, "ingest": { "rows": 723, "ms": 13085, "cached": 142 }, "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": "2026-10-03T00:02:15.576Z" } } }, { "id": "0e4e4c46", "type": "knowledge-update", "question": "What is my current highest score in Ticket to Ride?", "answer": "132 points", "abstain": false, "mem": "on", "response": "Your current highest score in Ticket to Ride is 132 points, which you achieved on 2023-05-25.\n\n132 points", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1818, "ms": 24554, "ingest": { "rows": 741, "ms": 112, "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 score Ticket to Ride" ], "blockRows": 53, "blockChars": 36701, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:02:17.451Z" } } }, { "id": "4b24c848", "type": "knowledge-update", "question": "How many tops have I bought from H&M so far?", "answer": "five", "abstain": false, "mem": "on", "response": "- 2023-08-11: \"I've already bought three tops from H&M\"\n- 2023-09-30: \"I've already got five tops from H&M so far\"\n\nYou have bought five tops from H&M so far.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0541, "ms": 40356, "ingest": { "rows": 760, "ms": 11147, "cached": 249 }, "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": "2026-10-03T00:02:19.276Z" } } }, { "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": "On your most recent visit to the Downtown Farmers Market, you earned $420.\n\nYou earned $420 at the Downtown Farmers Market on your most recent visit.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.08, "ms": 42537, "ingest": { "rows": 740, "ms": 14619, "cached": 323 }, "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": "2026-10-03T00:02:21.147Z" } } }, { "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": "You mentioned this on several occasions:\n- On 2023-08-11, you stated you had tried making it 5 times.\n- On 2023-11-30 (session answer_8afdebac_2), you stated you had tried making it 10 times.\n\nBased on your most recent update, you have tried making it 10 times.\n\nYou have tried making a Negroni at home 10 times.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0339, "ms": 45553, "ingest": { "rows": 728, "ms": 9152, "cached": 306 }, "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": "2026-10-03T00:02:22.960Z" } } }, { "id": "59524333", "type": "knowledge-update", "question": "What time do I usually go to the gym?", "answer": "6:00 pm", "abstain": false, "mem": "on", "response": "You have mentioned two different times for your gym sessions:\n- On 2023-02-11, you stated you \"usually go to the gym sessions, which I usually go to at 7:00 pm on Mondays, Wednesdays, and Fridays.\"\n- On 2023-05-30, you mentioned that your gym is \"usually at 6:00 pm.\"\n\nYou usually go to the gym at either 6:00 pm or 7:00 pm on Mondays, Wednesdays, and Fridays.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0822, "ms": 47479, "ingest": { "rows": 783, "ms": 9407, "cached": 408 }, "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": true, "raw": "Yes.", "at": "2026-10-03T00:02:24.870Z" } } }, { "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:\n\n* 2023-08-11: You finished 10 videos in the past few weeks.\n* 2023-08-11: You finished your 12th video on computer science.\n* 2023-09-30: You watched 15 videos in the past few weeks.\n\nBecause these statements were made about a month apart, they refer to different \"past few weeks\" periods. The most recent update is from 2023-09-30.\n\nYou watched 15 Crash Course videos in the past few weeks.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0282, "ms": 50466, "ingest": { "rows": 696, "ms": 9150, "cached": 273 }, "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": "2026-10-03T00:02:26.726Z" } } }, { "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": "You are planning to stay on Oahu for your birthday trip in October.\n\nYou are planning to stay on Oahu.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0952, "ms": 22178, "ingest": { "rows": 744, "ms": 149, "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": "2026-10-03T00:02:28.725Z" } } }, { "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": "You mentioned the following species counts for your local park:\n* 2023-05-24: 27 different species\n* 2023-05-29: 32 species (after spotting a Northern Flicker)\n\nYou have seen 32 different species of birds in your local park.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0541, "ms": 39898, "ingest": { "rows": 746, "ms": 11152, "cached": 239 }, "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": "2026-10-03T00:02:30.533Z" } } }, { "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": "On 2022-09-16, you mentioned that you had just reached 20,000 miles, which made you eligible for Premier Silver status. On 2023-05-30, you stated that you had reached Premier Gold status. Therefore, your previous status before Premier Gold was Premier Silver.\n\nYour previous status was Premier Silver.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0755, "ms": 49669, "ingest": { "rows": 779, "ms": 13765, "cached": 250 }, "recalled": 94, "queries": [ "United Airlines status", "United frequent flyer level", "United MileagePlus status", "United status upgrade", "United status downgrade", "previous United status" ], "blockRows": 51, "blockChars": 36467, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:02:32.480Z" } } }, { "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": "You have mentioned two different personal best times for a charity 5K run:\n* On 2023-04-11, you stated your personal best time was 27 minutes and 45 seconds.\n* On 2023-07-30, you mentioned beating that record and finishing with a personal best time of 26 minutes and 30 seconds.\n\nYour most recent personal best time for the charity 5K run was 26 minutes and 30 seconds.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1429, "ms": 50273, "ingest": { "rows": 751, "ms": 9741, "cached": 300 }, "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": "2026-10-03T00:02:34.322Z" } } }, { "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": "On 2023-07-11, you stated, \"that's 15 autographed baseballs since I started collecting three months ago!\"\n\nTotal: 15 autographed baseballs.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 31352, "ingest": { "rows": 729, "ms": 8690, "cached": 319 }, "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": "2026-10-03T00:02:36.295Z" } } }, { "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 excerpts:\n\n* **Previously**: On 2023-03-11, you mentioned \"my own weekly tennis sessions with friends.\"\n* **Now**: On 2023-07-30, you stated that you play tennis with your friends at the local park \"every other week.\"\n\nYou previously played weekly, and now you play every other week.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.5634, "ms": 45922, "ingest": { "rows": 695, "ms": 9975, "cached": 266 }, "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": "2026-10-03T00:02:38.311Z" } } }, { "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 excerpts:\n\n* On 2023-05-20, you stated you were dedicating \"about an hour each day to coding exercises.\"\n* On 2023-05-29, you mentioned you had been dedicating \"about two hours each day to coding exercises.\"\n\nYou currently dedicate about two hours each day to coding exercises.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1176, "ms": 41172, "ingest": { "rows": 729, "ms": 11108, "cached": 213 }, "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": "2026-10-03T00:02:40.302Z" } } }, { "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": "You met with your language exchange tutor Juan every Wednesday evening.\n\nMeeting day: Wednesday (stated on 2023-05-20)\n\nThe answer is Wednesday.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.087, "ms": 34425, "ingest": { "rows": 749, "ms": 11377, "cached": 265 }, "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": "2026-10-03T00:02:42.276Z" } } }, { "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": "Based on the conversation on 2023-05-27, you stated you had a total of 37 coins in that collection. Then, on 2023-05-29, you mentioned adding a new coin (a 1915-S Barber quarter).\n\n- 37 coins (2023-05-27)\n- 1 coin (2023-05-29)\n\nTotal: 38 coins.\n\nYou have 38 pre-1920 American coins in your collection.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0357, "ms": 52180, "ingest": { "rows": 730, "ms": 9775, "cached": 276 }, "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": "2026-10-03T00:02:44.241Z" } } }, { "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 the conversations:\n\n* On 2023-05-29, you stated: \"I've accumulated enough points for a single free night's stay at any Hilton property.\"\n* On 2023-05-30, you stated: \"I've accumulated enough points for two free night's stays at any Hilton property.\"\n\nThe most recent information indicates you have enough points for two free night's stays.\n\nYou can redeem two free night's stays.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0294, "ms": 46670, "ingest": { "rows": 699, "ms": 8967, "cached": 286 }, "recalled": 71, "queries": [ "Hilton points balance", "Hilton Honors points", "how many Hilton points do I have", "Hilton reward nights", "Hilton points redemption", "Hilton points total" ], "blockRows": 48, "blockChars": 36219, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:02:46.217Z" } } }, { "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": "On 2023-06-21, you stated, \"I just realized I've lost 10 pounds since I started going consistently to the gym 3 months ago.\"\n\nYou have lost 10 pounds.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.129, "ms": 32216, "ingest": { "rows": 780, "ms": 10760, "cached": 265 }, "recalled": 106, "queries": [ "weight", "lbs", "scale", "gym", "workout" ], "blockRows": 54, "blockChars": 36313, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:02:48.399Z" } } }, { "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 excerpts:\n- On 2023-05-25, you stated you had 1250 followers.\n- On 2023-05-25, you mentioned you thought you were close to 1300.\n\nThe most recent specific number mentioned is 1250, though you noted being close to 1300 shortly after.\n\nYou have approximately 1250 to 1300 followers.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0.04, "ms": 52520, "ingest": { "rows": 733, "ms": 18284, "cached": 187 }, "recalled": 95, "queries": [ "Instagram followers", "Instagram follower count", "how many followers", "Instagram stats", "follower update", "Instagram profile" ], "blockRows": 51, "blockChars": 36171, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": false, "raw": "No.", "at": "2026-10-03T00:02:50.361Z" } } }, { "id": "c7dc5443", "type": "knowledge-update", "question": "What is my current record in the recreational volleyball league?", "answer": "5-2", "abstain": false, "mem": "on", "response": "On 2023-06-16, you mentioned your volleyball league record was 3-2, and on 2023-06-30, you stated that your team, the Net Ninjas, had a 5-2 record.\n\nYour current record in the recreational volleyball league is 5-2.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0976, "ms": 39631, "ingest": { "rows": 727, "ms": 8995, "cached": 308 }, "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": "2026-10-03T00:02:52.299Z" } } }, { "id": "06db6396", "type": "knowledge-update", "question": "How many projects have I completed since starting painting classes?", "answer": "5", "abstain": false, "mem": "on", "response": "You have completed the following projects:\n- 4 projects (mentioned on 2023-08-16)\n- 1 more project (on 2023-10-09, you stated you \"just finished my 5th project\")\n\nTotal: 5 projects.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0645, "ms": 28237, "ingest": { "rows": 751, "ms": 118, "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": "2026-10-03T00:02:54.228Z" } } }, { "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 conversation from 2023-05-26, you mentioned that you had wrapped up a previous model and switched to a Ford F-150 pickup truck.\n\nYou are currently working on a Ford F-150 pickup truck model.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.25, "ms": 42910, "ingest": { "rows": 695, "ms": 12704, "cached": 226 }, "recalled": 105, "queries": [ "vehicle model", "working on car", "working on truck", "working on motorcycle", "project car", "repairing vehicle" ], "blockRows": 44, "blockChars": 36434, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:02:56.061Z" } } }, { "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 conversation on 2023-06-16, your previous goal was to reach level 100 before the end of the year. In the conversation on 2023-09-30, you updated your goal to reaching level 150.\n\nYour previous goal was to reach level 100.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.093, "ms": 42452, "ingest": { "rows": 714, "ms": 11556, "cached": 171 }, "recalled": 81, "queries": [ "Apex Legends level goal", "Apex Legends level", "my goal for Apex", "Apex level target", "updated my Apex goal", "previous Apex goal" ], "blockRows": 43, "blockChars": 36544, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:02:57.926Z" } } }, { "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": "You caught 7 largemouth bass with Alex on your trip to Lake Michigan on 2023-07-10.\n\nTotal: 7 largemouth bass.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 40192, "ingest": { "rows": 719, "ms": 14796, "cached": 342 }, "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": "2026-10-03T00:02:59.815Z" } } }, { "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 excerpts, there are conflicting statements regarding your Saturday wake-up time:\n\n* On 2023-05-23, you mentioned that on the previous Saturday you woke up at 7:30 am, but \"last Saturday\" you woke up at 9:30 am.\n* In another conversation on 2023-05-23, you stated, \"I've been waking up around 8:30 am on Saturdays.\"\n* On 2023-05-27, you mentioned that you \"like to wake up at 7:30 am on Saturdays.\"\n\nBecause you have mentioned 7:30 am, 8:30 am, and 9:30 am, it is not clear which is your current consistent time.\n\nThe excerpts provide multiple different times (7:30 am, 8:30 am, and 9:30 am) for your Saturday wake-up time.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0.0476, "ms": 68203, "ingest": { "rows": 769, "ms": 9951, "cached": 309 }, "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": "2026-10-03T00:03:01.808Z" } } }, { "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 excerpts:\n\n* On 2023-01-18, it was stated that half of Rachel's team of 10 people are women, and the assistant later listed 5 specific women (Sarah, Emily, Maya, Sofia, and Leila).\n* On 2023-07-20, you mentioned that Rachel's team has \"6 women out of 10 people.\"\n\nBecause the information changed between conversations, it is unclear if the team grew or if the initial count was an approximation.\n\nThere are either 5 women (mentioned 2023-01-18) or 6 women (mentioned 2023-07-20).", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0235, "ms": 59635, "ingest": { "rows": 715, "ms": 12986, "cached": 259 }, "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": "2026-10-03T00:03:03.617Z" } } }, { "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 have a spare screwdriver. In the conversation on 2023-08-15, you stated: \"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\nYes, you have a spare screwdriver that you found when organizing your computer desk.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.04, "ms": 38361, "ingest": { "rows": 771, "ms": 91, "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": "2026-10-03T00:03:05.737Z" } } }, { "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 excerpts:\n* On 2023-09-30, you stated: \"I've got a friend Alex from there who I met at a music festival, and we've met up twice already.\"\n* Later in the same conversation on 2023-09-30, you mentioned: \"I'm also planning to meet up with my friend Alex from Germany while I'm in Berlin, we've met up twice before.\"\n\nYou have met up with Alex twice.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 62205, "ingest": { "rows": 725, "ms": 7604, "cached": 356 }, "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": true, "raw": "Yes.", "at": "2026-10-03T00:03:07.654Z" } } }, { "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": "On 2023-05-25, you mentioned you had \"cut back to just one cup in the morning.\" However, in a later conversation on 2023-05-26, you stated, \"I have increased the limit to two cups.\"\n\nYou most recently increased the limit.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3404, "ms": 57692, "ingest": { "rows": 729, "ms": 10285, "cached": 245 }, "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": "2026-10-03T00:03:09.767Z" } } }, { "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": "You have mentioned taking your Canon EOS 80D on the following trips:\n* Three trips to Yellowstone, Yosemite, and the Grand Canyon (2023-03-16)\n* Five trips in total (stated on 2023-05-30)\n\nThe excerpts explicitly state a total of 5 trips.\n\nTotal: 5 trips.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0476, "ms": 53775, "ingest": { "rows": 754, "ms": 10790, "cached": 252 }, "recalled": 105, "queries": [ "Canon EOS 80D", "took my camera", "brought my Canon", "trip with camera", "photography trip", "traveling with 80D" ], "blockRows": 52, "blockChars": 36409, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:03:11.792Z" } } }, { "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": "Before getting the Air Fryer, you invested in an Instant Pot (mentioned on 2023-05-21).\n\nThe new kitchen gadget you invested in was an Instant Pot.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.16, "ms": 40332, "ingest": { "rows": 724, "ms": 11328, "cached": 210 }, "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": "2026-10-03T00:03:13.837Z" } } }, { "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": "The excerpts do not contain any information about you trying Italian restaurants in your city.\n\nThe excerpts do not support this premise.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 39875, "ingest": { "rows": 750, "ms": 11260, "cached": 268 }, "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": "2026-10-03T00:03:15.836Z" } } }, { "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": "The excerpts do not support the premise that you started a role as a \"Software Engineer Manager.\" Instead, they state that you are a \"Senior Software Engineer.\"\n\nRegarding the number of engineers you lead in that role:\n- On 2023-05-25, you stated: \"I lead a team of 4 engineers in my new role as Senior Software Engineer.\"\n- On 2023-05-27, you mentioned: \"...especially the part where I now lead a team of five engineers.\"\n\nYou lead either 4 or 5 engineers, as the excerpts contain contradictory information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "No", "abstained": false, "f1": 0, "ms": 51249, "ingest": { "rows": 770, "ms": 123, "cached": 770 }, "recalled": 137, "queries": [ "how many engineers", "team size", "direct reports", "new role", "Software Engineer Manager", "leading engineers" ], "blockRows": 49, "blockChars": 36720, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:17.790Z" } } }, { "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": "The excerpts do not mention a Dr. Johnson; however, they contain several mentions of a Dr. Smith.\n\nThe excerpts do not support the premise that you see a Dr. Johnson.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 37523, "ingest": { "rows": 714, "ms": 9682, "cached": 362 }, "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": "2026-10-03T00:03:19.829Z" } } }, { "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": "The excerpts do not support the premise that you live in Shinjuku; they state that you live in a studio apartment in Harajuku.\n\nYou mentioned on 2023-04-11 that you had been there for a month, and on 2023-10-15 you stated, \"I've been living in Harajuku for 3 months now.\"\n\nYou have been living in your apartment in Harajuku for 3 months.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": false, "f1": 0, "ms": 49182, "ingest": { "rows": 720, "ms": 10855, "cached": 218 }, "recalled": 149, "queries": [ "Shinjuku apartment", "moved into Shinjuku", "lease start date", "when did I move to Shinjuku", "Shinjuku address", "apartment contract" ], "blockRows": 57, "blockChars": 36695, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:21.775Z" } } }, { "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": "The excerpts do not support the premise that you collect autographed footballs; they only mention your collection of autographed baseballs.\n\nThe excerpts do not contain information about autographed footballs.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": true, "f1": 1, "ms": 36463, "ingest": { "rows": 714, "ms": 8400, "cached": 337 }, "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": "2026-10-03T00:03:23.732Z" } } }, { "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": "The excerpts do not support the premise that you play table tennis; they only mention that you play tennis with your friends at the local park every other week.\n\nYou play tennis with your friends every other week.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0, "ms": 54727, "ingest": { "rows": 724, "ms": 21577, "cached": 223 }, "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": "2026-10-03T00:03:25.631Z" } } }, { "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": "The excerpts do not support the premise that you purchased a gravel bike; they only mention a road bike, a mountain bike, a commuter bike, and a hybrid bike.\n\nAccording to the conversation on 2023-05-25, you stated, \"I've been using it [my road bike] along with my other two bikes, a mountain bike and a commuter bike.\"\n\nThe excerpts do not mention a gravel bike.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "Yes", "abstained": true, "f1": 0.0968, "ms": 50408, "ingest": { "rows": 773, "ms": 8860, "cached": 353 }, "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": "2026-10-03T00:03:27.627Z" } } }, { "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 the conversation from 2023-05-25, you mentioned that you had been keeping your old sneakers under your bed for storage.\n\nYou currently keep your old sneakers under your bed.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": false, "f1": 0, "ms": 40121, "ingest": { "rows": 755, "ms": 8030, "cached": 388 }, "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": false, "raw": "No.", "at": "2026-10-03T00:03:29.638Z" } } }, { "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 the shift rotation sheet created on 2023-05-24, the rotation for Admon on Sunday was the 8 am - 4 pm (Day Shift).\n\nAdmon was assigned to the 8 am - 4 pm (Day Shift) on Sunday.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4783, "ms": 52733, "ingest": { "rows": 785, "ms": 12859, "cached": 325 }, "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": "2026-10-03T00:03:31.608Z" } } }, { "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": "The restaurant in Cihampelas Walk that serves the signature \"Miss Bee's Nasi Goreng\" is **Miss Bee Providore**.\n\nMiss Bee Providore", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2727, "ms": 47394, "ingest": { "rows": 739, "ms": 12318, "cached": 164 }, "recalled": 120, "queries": [ "Bandung Cihampelas Walk restaurant", "Nasi Goreng Cihampelas Walk", "best Nasi Goreng Bandung", "where did I eat in Cihampelas Walk", "Cihampelas Walk food", "restaurant in Bandung Nasi Goreng" ], "blockRows": 54, "blockChars": 36617, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:03:33.552Z" } } }, { "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": "In the image description for Chapter 3: The Swimming Plesiosaur, the Plesiosaur is described as having a blue scaly body.\n\nThe Plesiosaur has a blue scaly body.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3077, "ms": 43702, "ingest": { "rows": 724, "ms": 10694, "cached": 228 }, "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": "2026-10-03T00:03:35.610Z" } } }, { "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": "The unique dessert shop you are thinking of is The Sugar Factory, which is located at Icon Park and offers a menu of sweet treats including specialty drinks and giant milkshakes.\n\nThe Sugar Factory.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2857, "ms": 40528, "ingest": { "rows": 764, "ms": 8304, "cached": 378 }, "recalled": 120, "queries": [ "Orlando dessert shop", "giant milkshakes Orlando", "unique dessert Orlando", "milkshake shop", "Orlando sweets", "where did we talk about milkshakes" ], "blockRows": 62, "blockChars": 36770, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:37.613Z" } } }, { "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": "For a romantic dinner in Rome, I recommended Roscioli, noting that \"It has a cozy and intimate atmosphere with soft lighting and excellent service.\"\n\nThe recommended restaurant is Roscioli.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0741, "ms": 44925, "ingest": { "rows": 757, "ms": 11491, "cached": 294 }, "recalled": 100, "queries": [ "romantic Italian restaurant Rome", "dinner recommendation Rome", "where to eat in Rome", "best restaurant Rome", "Italian dinner Rome", "Rome restaurant name" ], "blockRows": 67, "blockChars": 36707, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:39.503Z" } } }, { "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": "At the Lake Charles Refinery, the following processes are used:\n\n* **Atmospheric distillation**: The first step where crude oil is heated and separated into different fractions based on boiling points.\n* **Fluid catalytic cracking (FCC)**: Breaks down heavier fractions of crude oil into lighter, more valuable products like gasoline and diesel fuel.\n* **Alkylation**: Combines smaller molecules to form larger ones to create high-octane gasoline components.\n* **Hydrotreating**: Removes impurities from gasoline and diesel fractions to improve their quality.\n\nThe refining processes at the Lake Charles Refinery include atmospheric distillation, fluid catalytic cracking (FCC), alkylation, and hydrotreating.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1837, "ms": 66063, "ingest": { "rows": 718, "ms": 10849, "cached": 204 }, "recalled": 92, "queries": [ "CITGO Lake Charles refinery processes", "Lake Charles refining", "CITGO refineries", "refining processes", "Lake Charles refinery", "CITGO refining" ], "blockRows": 50, "blockChars": 36701, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:41.545Z" } } }, { "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": "The hostel near the Red Light District that was recommended to you is the **International Budget Hostel**.\n\nThe International Budget Hostel: \"This hostel is situated near the famous Red Light District and offers affordable dormitory-style rooms and private rooms.\" (Conversation on 2023-05-27)\n\nThe hostel near the Red Light District is the International Budget Hostel.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1154, "ms": 38311, "ingest": { "rows": 795, "ms": 93, "cached": 795 }, "recalled": 124, "queries": [ "Amsterdam hostel Red Light District", "recommended hostel Amsterdam", "where to stay Amsterdam", "hostel near Red Light District", "Amsterdam trip recommendations", "Amsterdam accommodation" ], "blockRows": 53, "blockChars": 37003, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:03:43.480Z" } } }, { "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": "The 7th job in the list provided on 2023-05-26 was \"Transcriptionist\".\n\nThe 7th job was Transcriptionist.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 47522, "ingest": { "rows": 735, "ms": 15295, "cached": 284 }, "recalled": 92, "queries": [ "work from home jobs for seniors", "remote jobs for seniors", "WFH jobs for elderly", "list of senior remote work", "jobs for seniors list", "remote employment for seniors" ], "blockRows": 52, "blockChars": 36722, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:03:45.350Z" } } }, { "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": "In the conversation on 2023-05-27, the assistant suggested \"sexual compulsions\" and the following four alternatives:\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\nThe other four options were sexual fixations, problematic sexual behaviors, sexual impulsivity, and compulsive sexuality.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.176, "ms": 79202, "ingest": { "rows": 735, "ms": 8738, "cached": 334 }, "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": "2026-10-03T00:03:47.368Z" } } }, { "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": "In our conversation on 2023-05-26, you used the show \"doc martin\" as an example of a show that went down after a while, leaving only the last season available.\n\nThe show you used as an example was \"doc martin.\"", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1111, "ms": 52617, "ingest": { "rows": 747, "ms": 9063, "cached": 324 }, "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": "2026-10-03T00:03:49.381Z" } } }, { "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": "The study published in the journal Music and Medicine involved 38 subjects.\n\nThe study published in the journal Music and Medicine involved 38 subjects.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1818, "ms": 42470, "ingest": { "rows": 716, "ms": 9984, "cached": 263 }, "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": "2026-10-03T00:03:51.446Z" } } }, { "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": "In our conversation on 2023-05-25, I stated that the song \"Evolution\" seemed to best exemplify the band's growth and development as artists.\n\nThe song \"Evolution\" best exemplifies the band's growth and development as artists.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0571, "ms": 41139, "ingest": { "rows": 774, "ms": 10393, "cached": 287 }, "recalled": 131, "queries": [ "Fifth Album", "band's growth", "band's development", "best exemplified", "song growth", "artist development" ], "blockRows": 52, "blockChars": 36731, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:53.422Z" } } }, { "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": "In our conversation on 2023-05-26, I recommended that once you have a grasp of front-end development, you should \"start learning a back-end programming language, such as Ruby, Python, or PHP.\"\n\nThe recommended back-end programming languages are Ruby, Python, and PHP.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4444, "ms": 47529, "ingest": { "rows": 746, "ms": 144, "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": "2026-10-03T00:03:55.334Z" } } }, { "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": "In the conversation on 2023-05-23, the traditional game mentioned as being often performed by skilled dancers at powwows is the Hoop Dance.\n\nThe Hoop Dance is often performed by skilled dancers at powwows.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1212, "ms": 39844, "ingest": { "rows": 735, "ms": 9532, "cached": 302 }, "recalled": 104, "queries": [ "Native American powwow games", "traditional game skilled dancers", "powwow dancing games", "what game do dancers perform at powwows", "traditional powwow activities", "skilled dancers game" ], "blockRows": 50, "blockChars": 36727, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:57.306Z" } } }, { "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": "In the \"The Lost Temple of the Djinn\" one-shot described on 2023-05-29, the assistant listed the following enemies:\n* Mummies (4)\n\nThe party will face 4 mummies.\n\nThe party will face 4 mummies.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.069, "ms": 46991, "ingest": { "rows": 765, "ms": 12004, "cached": 400 }, "recalled": 130, "queries": [ "Lost Temple of the Djinn mummies", "how many mummies", "mummy encounter", "mummies in the temple", "Djinn one-shot monsters", "mummy count" ], "blockRows": 63, "blockChars": 36617, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:03:59.345Z" } } }, { "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": "The hiking trail recommended for the Natural Park of Moncayo mountain in Aragón that offers panoramic views and takes you through the park's most stunning landscapes is the GR-90.\n\nThe name of the hiking trail is the GR-90.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1622, "ms": 54004, "ingest": { "rows": 758, "ms": 10476, "cached": 280 }, "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": "2026-10-03T00:04:01.159Z" } } }, { "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": "In the conversation on 2023-05-28, Borges is quoted as saying, \"The Library is a sphere whose exact center is any one of its hexagons and whose circumference is inaccessible.\"\n\nBorges stated that the Library is a sphere where any hexagon can be its exact center and the circumference is inaccessible.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.5455, "ms": 41841, "ingest": { "rows": 740, "ms": 6071, "cached": 454 }, "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": "2026-10-03T00:04:03.078Z" } } }, { "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": "The three objectives outlined for the project were:\n\n1. To identify molecular subtypes of endometrial cancer using a combination of genomic and transcriptomic approaches.\n2. To investigate the clinical and biological significance of the identified molecular subtypes, including their association with patient outcomes and response to therapy.\n3. To develop biomarkers for the early detection and prognosis of endometrial cancer based on the identified molecular subtypes.\n\nThe three objectives were to identify molecular subtypes, investigate their clinical and biological significance, and develop biomarkers for early detection and prognosis.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.5321, "ms": 55333, "ingest": { "rows": 717, "ms": 15857, "cached": 255 }, "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": "2026-10-03T00:04:04.983Z" } } }, { "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": "In our conversation on 2023-05-23, I mentioned that two-factor authentication can include \"biometric authentication or one-time passwords (OTP).\"\n\nCompanies use biometric authentication or one-time passwords (OTP) for two-factor authentication.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4706, "ms": 38860, "ingest": { "rows": 761, "ms": 171, "cached": 761 }, "recalled": 123, "queries": [ "two-factor authentication methods", "2FA types", "data privacy and security", "how companies enhance security", "authentication examples", "security measures" ], "blockRows": 53, "blockChars": 36486, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:07.127Z" } } }, { "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": "The famous deli near the Vatican that serves the best cured meats, cheeses, and traditional Roman cuisine is Roscioli.\n\nThe deli is Roscioli.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1, "ms": 46082, "ingest": { "rows": 738, "ms": 10213, "cached": 257 }, "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": "2026-10-03T00:04:08.991Z" } } }, { "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": "For the newspaper flower vase, I recommended using \"Mod Podge or another sealant to make it water-resistant.\"\n\nThe recommended sealant was Mod Podge.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3704, "ms": 45680, "ingest": { "rows": 735, "ms": 10873, "cached": 232 }, "recalled": 127, "queries": [ "DIY home decor recycled materials", "newspaper flower vase", "sealant for newspaper vase", "newspaper vase project", "recycled materials home decor", "recommended sealant" ], "blockRows": 56, "blockChars": 36761, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:10.944Z" } } }, { "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": "The phone number for the Speyer Tourismus Marketing GmbH provided in our conversation on 2023-05-29 is +49 (0) 62 32 / 14 23 - 0.\n\nThe phone number is +49 (0) 62 32 / 14 23 - 0.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.35, "ms": 53819, "ingest": { "rows": 694, "ms": 17316, "cached": 235 }, "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": "2026-10-03T00:04:12.902Z" } } }, { "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": "In Adolphe Tanqueray's *Spiritual Life* treatise, the prayer of beginners is discussed in **Chapter 4 of Book 1 of the second part**, which is titled \"Vocal Prayer and Meditation.\"\n\nThe prayer of beginners is discussed in Chapter 4 of Book 1 of the second part, titled \"Vocal Prayer and Meditation.\"", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3509, "ms": 46979, "ingest": { "rows": 731, "ms": 9469, "cached": 271 }, "recalled": 91, "queries": [ "Tanqueray Spiritual Life prayer of beginners", "Tanqueray second part vocal prayer", "Tanqueray second part meditation", "vocal prayer meditation chapter", "prayer of beginners Tanqueray", "Tanqueray treatise Spiritual Life" ], "blockRows": 50, "blockChars": 36692, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:14.984Z" } } }, { "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": "In our conversation on 2023-05-21, I mentioned the Spanish-Catalan singer/songwriter Manolo García, noting that \"he has spoken publicly about his support for unity between catalonia and spain.\"\n\nThe singer-songwriter is Manolo García.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1081, "ms": 45015, "ingest": { "rows": 753, "ms": 10550, "cached": 266 }, "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": "2026-10-03T00:04:16.916Z" } } }, { "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": "The excerpts from our conversation on 2023-05-22 (session answer_sharegpt_6pWK9yx_0) show the list of prompt parameters, but it jumps from item 20 to item 45.\n\nThe excerpts do not contain the 27th parameter.\n\nThe excerpts do not contain this information.", "model": "gemma-4-31b-fp8", "correct": false, "judgeRaw": "no", "abstained": true, "f1": 0.0784, "ms": 44869, "ingest": { "rows": 742, "ms": 8810, "cached": 317 }, "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": "2026-10-03T00:04:19.036Z" } } }, { "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": "In the conversation on 2023-05-23 (Tue), the fifth bottle recommended to make the widest variety of gin-based cocktails was Absinthe.\n\nThe fifth bottle was Absinthe.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.08, "ms": 46490, "ingest": { "rows": 727, "ms": 10154, "cached": 257 }, "recalled": 112, "queries": [ "cocktail bar gin bottles", "five bottles gin cocktails", "recommended gin bottles", "gin-based cocktail ingredients", "fifth bottle gin", "building a cocktail bar" ], "blockRows": 46, "blockChars": 36529, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:21.045Z" } } }, { "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": "The website that offers those free guided imagery exercises is Mindful.org.\n\nThe website is Mindful.org.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2353, "ms": 39059, "ingest": { "rows": 720, "ms": 11111, "cached": 242 }, "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": "2026-10-03T00:04:23.129Z" } } }, { "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": "In the chess game on 2023-05-21, after the moves 27. Kg2 Bd5+, the assistant's move was:\n\n\"28. Kg3 would be my move.\"\n\nThe move you made after 27. Kg2 Bd5+ was 28. Kg3.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1176, "ms": 51842, "ingest": { "rows": 732, "ms": 22163, "cached": 205 }, "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": "2026-10-03T00:04:25.062Z" } } }, { "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": "In the conversation on 2023-05-27, the assistant stated: \"6S (Second Simulation of a Satellite Signal in the Solar Spectrum) algorithm... is implemented in the SIAC_GEE (Sentinel-2 Image Atmospheric Correction in Google Earth Engine) tool.\"\n\nThe 6S algorithm is implemented in the SIAC_GEE tool.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3265, "ms": 53393, "ingest": { "rows": 762, "ms": 9845, "cached": 300 }, "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": "2026-10-03T00:04:27.120Z" } } }, { "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": "In the conversation on 2023-05-21, the assistant listed \"2-3 eggs\" as an ingredient for the classic French omelette.\n\n2-3 eggs", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2609, "ms": 38483, "ingest": { "rows": 739, "ms": 8915, "cached": 328 }, "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": "2026-10-03T00:04:29.043Z" } } }, { "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 conversation on 2023-05-25, the vegan eatery I recommended with multiple locations throughout the city is **By Chloe**.\n\nThe vegan eatery I recommended is By Chloe.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1379, "ms": 42268, "ingest": { "rows": 735, "ms": 8447, "cached": 347 }, "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": "2026-10-03T00:04:30.929Z" } } }, { "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": "The President's Chief Advisor for Science and Technology mentioned in the article is Dr. Arati Prabhakar.\n\nDr. Arati Prabhakar is the President's Chief Advisor for Science and Technology.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2, "ms": 36035, "ingest": { "rows": 760, "ms": 141, "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": "2026-10-03T00:04:32.859Z" } } }, { "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": "The Soviet cartoon mentioned in the conversation on 2023-05-29 (session answer_ultrachat_427265) was “Nu, pogodi!”, which \"mocked Western culture and portrayed the Soviet Union as superior.\"\n\nThe Soviet cartoon is “Nu, pogodi!”.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1212, "ms": 44329, "ingest": { "rows": 734, "ms": 7601, "cached": 382 }, "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": "2026-10-03T00:04:34.668Z" } } }, { "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": "In the conversation on 2023-05-28 (Sun), the assistant stated: \"Apply tomato juice mixed with lemon juice on your under-eye area and wash off after 10 minutes with cold water for lightening dark circles.\"\n\nYou should leave it on for 10 minutes.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 51604, "ingest": { "rows": 749, "ms": 13457, "cached": 239 }, "recalled": 130, "queries": [ "dark circles natural remedies", "tomato juice lemon juice eyes", "how long to leave tomato juice on", "remedies for under eye circles", "tomato lemon mixture", "dark circles treatment duration" ], "blockRows": 51, "blockChars": 36870, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:36.687Z" } } }, { "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": "In the conversation on 2023-05-25 (Thu), the last venue listed in the recommendations for popular indie music venues in Portland was Revolution Hall.\n\nThe last venue recommended was Revolution Hall.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 48333, "ingest": { "rows": 830, "ms": 16137, "cached": 299 }, "recalled": 109, "queries": [ "Portland indie music venues", "popular venues in Portland", "recommended music venues Portland", "indie music shows Portland", "list of Portland venues", "Portland venue recommendations" ], "blockRows": 61, "blockChars": 36913, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes", "at": "2026-10-03T00:04:38.620Z" } } }, { "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": "In the \"Experimental Results\" section of the \"To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation\" submission, the assistant stated that using the Hardware-Aware Modular Training (HAMT) agent resulted in an \"average improvement in framerate of approximately 20%.\"\n\nThe average improvement in framerate was approximately 20%.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4746, "ms": 50191, "ingest": { "rows": 770, "ms": 10940, "cached": 257 }, "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": "2026-10-03T00:04:40.425Z" } } }, { "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": "In our conversation on 2023-05-25, I recommended Memrise, stating: \"Memrise uses mnemonics to help learners memorize words, phrases, and grammatical concepts.\"\n\nThe app that uses mnemonics is Memrise.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0667, "ms": 40690, "ingest": { "rows": 709, "ms": 9680, "cached": 254 }, "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": "2026-10-03T00:04:42.418Z" } } }, { "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": "In the influencer marketing campaign plan for the DHL Wellness Retreats from 2023-05-24, the budget was listed as:\n\n\"Budget:\n* Influencer marketing: $2,000\"\n\nThe allocated budget for influencer marketing was $2,000.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.125, "ms": 37682, "ingest": { "rows": 744, "ms": 135, "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": "2026-10-03T00:04:44.406Z" } } }, { "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": "The two companies mentioned that prioritize employee safety and well-being like Triumvirate are:\n\n1. **Patagonia** - An outdoor clothing and gear company known for its commitment to environmental conservation, flexible work arrangements, and investments in employee education and wellness.\n2. **Southwest Airlines** - An airline that emphasizes its employees (whom they call \"Warriors\") through top-of-the-line training, generous benefits packages, and a positive work environment.\n\nThe two companies are Patagonia and Southwest Airlines.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1111, "ms": 59991, "ingest": { "rows": 759, "ms": 9365, "cached": 316 }, "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": "2026-10-03T00:04:46.402Z" } } }, { "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": "The company in the rug-manufacturing industry that employs over 40,000 people is Jaipur Rugs.\n\nJaipur Rugs is the company that employs over 40,000 people in the rug-manufacturing industry.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1333, "ms": 43828, "ingest": { "rows": 781, "ms": 10831, "cached": 278 }, "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": "2026-10-03T00:04:48.263Z" } } }, { "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 the case summary provided in our conversation on 2023-05-30, the construction of the house began in 2014.\n\nThe construction of the house began in 2014.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.08, "ms": 55010, "ingest": { "rows": 836, "ms": 9974, "cached": 371 }, "recalled": 130, "queries": [ "Bajimaya v Reward Homes Pty Ltd", "Bajimaya Reward Homes construction start", "when did construction begin Bajimaya", "Bajimaya house build date", "Reward Homes Pty Ltd case details", "Bajimaya construction year" ], "blockRows": 59, "blockChars": 37006, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:50.289Z" } } }, { "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": "The Mayo Clinic video I recommended for workplace posture is titled \"How to Sit Properly at a Desk to Avoid Back Pain\" ().\n\nThe recommended video is \"How to Sit Properly at a Desk to Avoid Back Pain\" by the Mayo Clinic.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.6154, "ms": 56770, "ingest": { "rows": 766, "ms": 11232, "cached": 252 }, "recalled": 129, "queries": [ "Mayo Clinic YouTube video", "workplace posture video", "posture recommendations", "Mayo Clinic posture", "ergonomics video", "YouTube videos for posture" ], "blockRows": 57, "blockChars": 36706, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:52.124Z" } } }, { "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": "In the script for the comedy movie scene, Andy wears \"an untidy, stained white shirt.\"\n\nAndy wears an untidy, stained white shirt.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4, "ms": 35877, "ingest": { "rows": 735, "ms": 8358, "cached": 345 }, "recalled": 106, "queries": [ "Andy outfit", "Andy clothes", "comedy movie script", "what was Andy wearing", "script scene Andy", "costume for Andy" ], "blockRows": 53, "blockChars": 36399, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:54.068Z" } } }, { "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 conversation on 2023-05-28, the Kansas City Chiefs and the Jacksonville Jaguars played 12 games at Arrowhead Stadium.\n\nThe Chiefs won 10 of those games, and the Jaguars won 2.\n\n12 times", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4, "ms": 36994, "ingest": { "rows": 744, "ms": 112, "cached": 744 }, "recalled": 90, "queries": [ "Chiefs vs Jaguars Arrowhead", "Chiefs Jaguars game", "played the Jaguars at Arrowhead", "Chiefs Jaguars score", "Chiefs Jaguars stadium", "Chiefs vs Jaguars" ], "blockRows": 72, "blockChars": 36970, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:55.967Z" } } }, { "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": "Based on your conversation on 2023-05-30, you decided to name the Radiation Amplified zombie the **Fissionator**.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1176, "ms": 37182, "ingest": { "rows": 743, "ms": 7402, "cached": 403 }, "recalled": 101, "queries": [ "Radiation Amplified zombie name", "what should we name the zombie", "Radiation Amplified zombie", "naming the zombie", "zombie name decision", "Radiation Amplified" ], "blockRows": 59, "blockChars": 36766, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:04:57.924Z" } } }, { "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": "The UK-based jewelry designer who creates unique engagement rings using unusual gemstones is Jessica Poole, and her Instagram handle is @jessica_poole_jewellery.\n\nThe Instagram handle is @jessica_poole_jewellery.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1875, "ms": 48590, "ingest": { "rows": 775, "ms": 13649, "cached": 358 }, "recalled": 108, "queries": [ "unique engagement rings designers", "UK designer unusual gemstones", "Instagram handle engagement rings", "buying rings directly from designers", "UK gemstone designer Instagram", "unusual gemstones UK" ], "blockRows": 48, "blockChars": 36495, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:05:00.048Z" } } }, { "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": "The designation on your jumpsuit was \"LIV\", which you realized was the Roman numeral for 54, leading you to search for file number 54 in the records room.\n\nThe designation on your jumpsuit was \"LIV\".", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3243, "ms": 43142, "ingest": { "rows": 760, "ms": 10259, "cached": 277 }, "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": "2026-10-03T00:05:02.090Z" } } }, { "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": "In our conversation on 2023-05-20, I recommended MusicTheory.net, noting that \"This website offers free lessons and exercises on music theory, covering topics such as rhythm, chords, and scales.\"\n\nThe website I recommended for free lessons and exercises is MusicTheory.net.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0909, "ms": 46275, "ingest": { "rows": 746, "ms": 8578, "cached": 339 }, "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": "2026-10-03T00:05:04.039Z" } } }, { "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": "In our conversation on 2023-05-28, I recommended using a light or medium-bodied beer, specifically stating: \"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 specifically recommended a pilsner or lager.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.2308, "ms": 57142, "ingest": { "rows": 752, "ms": 15235, "cached": 277 }, "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": "2026-10-03T00:05:06.053Z" } } }, { "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": "In our previous conversation on 2023-05-21, I mentioned Pennsylvania as an example, stating that \"Pennsylvania requires fracking companies to monitor groundwater quality at nearby wells before drilling and for a certain period after drilling is complete.\"\n\nThe state mentioned was Pennsylvania.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0488, "ms": 37325, "ingest": { "rows": 747, "ms": 8445, "cached": 360 }, "recalled": 127, "queries": [ "fracking Marcellus Shale", "groundwater monitoring fracking", "fracking companies monitor wells", "pre-drilling groundwater quality", "state fracking requirements", "Marcellus Shale groundwater laws" ], "blockRows": 56, "blockChars": 36875, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:05:07.980Z" } } }, { "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": "In the second song created for you on 2023-05-28, the chorus did not use chords, but rather a sequence of notes: \"C D E F G A B A G F E D C\".\n\nThe second song did not have a chord progression for the chorus.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.4314, "ms": 37781, "ingest": { "rows": 766, "ms": 9741, "cached": 300 }, "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": "2026-10-03T00:05:10.508Z" } } }, { "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": "The online store based in India that sells an expansive collection of traditional Indian fabrics, threads, and embellishments is **Nostalgia**.\n\nNostalgia is an online store based in India that offers an expansive collection of traditional Indian fabrics, threads, and embellishments.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0541, "ms": 41779, "ingest": { "rows": 752, "ms": 16692, "cached": 328 }, "recalled": 95, "queries": [ "online store India traditional fabrics", "Indian embroidery supplies shop", "where to buy Indian threads and embellishments", "traditional Indian tailoring materials store", "Indian fabric store recommendation", "Indian embroidery shop name" ], "blockRows": 52, "blockChars": 36653, "evidenceHit": true, "evidenceAll": true, "judges": { "gpt-4o": { "correct": true, "raw": "Yes.", "at": "2026-10-03T00:05:12.519Z" } } }, { "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": "In our conversation on 2023-05-28, I mentioned **Patagonia** as an example of a company that has successfully implemented environmentally responsible practices in its supply chain, specifically citing their use of organic cotton and recycled polyester, green transportation methods, and their clothing take-back program.\n\nThe company doing a great job with sustainability is Patagonia.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0377, "ms": 39963, "ingest": { "rows": 783, "ms": 9251, "cached": 338 }, "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": "2026-10-03T00:05:14.632Z" } } }, { "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": "The brand that uses wild rubber sourced from the Amazon rainforest is Veja.\n\nVeja produces eco-friendly sneakers using organic cotton, recycled plastic bottles, and wild rubber sourced from the Amazon rainforest.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.0667, "ms": 31787, "ingest": { "rows": 729, "ms": 9302, "cached": 282 }, "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": "2026-10-03T00:05:16.690Z" } } }, { "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": "For applying tea tree oil to your skin (including for acne, scars, dark spots, or the scalp), the recommended dilution ratio is 1:10.\n\nThe assistant stated: \"Mix 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\nThe recommended ratio is 1:10.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.3235, "ms": 42275, "ingest": { "rows": 743, "ms": 9067, "cached": 311 }, "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": "2026-10-03T00:05:18.666Z" } } }, { "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": "In our conversation on 2023-05-30, I recommended that you try **Escovitch Fish** first, describing it as \"a combination of crispy fried snapper topped with a spicy and tangy pickled vegetable sauce, usually made with carrots, onion, bell peppers, and vinegar.\"\n\nHowever, if you are looking for the specific snapper dish with fruit, I also listed **Grilled Snapper with Mango Salsa**, which is \"topped with a fruity and spicy salsa.\"\n\nThe Jamaican dish you should try with snapper that has fruit in it is Grilled Snapper with Mango Salsa.", "model": "gemma-4-31b-fp8", "correct": true, "judgeRaw": "yes", "abstained": false, "f1": 0.1111, "ms": 44110, "ingest": { "rows": 779, "ms": 9140, "cached": 336 }, "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": "2026-10-03T00:05:20.486Z" } } } ], "summary": { "single-session-user": { "n": 70, "correct": 67, "accuracy": 0.9571, "f1": 0.2356 }, "multi-session": { "n": 133, "correct": 99, "accuracy": 0.7444, "f1": 0.1354 }, "single-session-preference": { "n": 30, "correct": 28, "accuracy": 0.9333, "f1": 0.1722 }, "temporal-reasoning": { "n": 133, "correct": 106, "accuracy": 0.797, "f1": 0.1605 }, "knowledge-update": { "n": 78, "correct": 74, "accuracy": 0.9487, "f1": 0.1272 }, "single-session-assistant": { "n": 56, "correct": 55, "accuracy": 0.9821, "f1": 0.218 }, "all": { "n": 500, "correct": 429, "accuracy": 0.858, "f1": 0.1663 } }, "judges": { "gpt-4o": { "baseURL": "https://api.openai.com/v1", "model": "gpt-4o", "n": 500, "summary": { "single-session-user": { "n": 70, "correct": 66, "accuracy": 0.9429, "f1": 0.2356 }, "multi-session": { "n": 133, "correct": 101, "accuracy": 0.7594, "f1": 0.1354 }, "single-session-preference": { "n": 30, "correct": 28, "accuracy": 0.9333, "f1": 0.1722 }, "temporal-reasoning": { "n": 133, "correct": 104, "accuracy": 0.782, "f1": 0.1605 }, "knowledge-update": { "n": 78, "correct": 74, "accuracy": 0.9487, "f1": 0.1272 }, "single-session-assistant": { "n": 56, "correct": 55, "accuracy": 0.9821, "f1": 0.218 }, "all": { "n": 500, "correct": 428, "accuracy": 0.856, "f1": 0.1663 } } } } }