Errata.
spend $——.———— · the homebuyer’s history
Memory that keeps its corrections — every answer cited, every revision kept, refusal when the history never says.

results · Full-context baseline · rerunB-nothink

multi-session 46.5

60 of 129 rows right — 43 questions × 3 seeds (11/22/33)the corpus’s own question_type, over all 450 rows — a gold-abstention row is right iff the arm abstained, every other row iff the judge said CORRECTsame arm, by ability: OverallInformation extractionMulti-sessionTemporalKnowledge updateAbstentionsame arm, by question_type: single-session-usersingle-session-assistantsingle-session-preferencetemporal-reasoningknowledge-updatethe same cut, other arms: Errata 72.1Naive top-k RAG (k=10) 47.3
  1. ABSTAINED099778bbmulti-sessionasked 2023/05/30 (Tue) 22:26111,682 ctx tok

    What percentage of leadership positions do women hold in the my company?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions that the user has 100 leadership positions across the company but does not provide the percentage of those positions held by women.INSUFFICIENT_INFORMATION: The history mentions that the user has 100 leadership positions across the company but does not provide the percentage of those positions held by women.
    gold
    20%
    judge
    Candidate fails to state the 20% figure
  2. INCORRECT09ba9854_absmulti-sessionasked 2023/05/30 (Tue) 22:56110,721 ctx tok

    How much will I save by taking the bus from the airport to my hotel instead of a taxi?

    full-context
    Based on the material provided, taking a taxi from Narita Airport to Tokyo costs approximately ¥15,000–¥20,000 (daytime) or ¥18,000–¥25,000 (late night), while the Airport Limousine Bus costs approximately ¥2,000–¥3,000. Therefore, you would save between **¥12,000 and ¥23,000** (approximately $110–$210 USD depending on exchange rates and time of day).other seeds: Based on the material provided, specifically in Session `answer_96c743d0_abs_1`, the user mentions a taxi fare of around $60. The assistant suggests that taking the train and subway would likely cost around $20-$30, and the Airport Limousine Bus is around $10-$20. However, the material does not pr…Based on the material provided, taking a taxi from Narita Airport to Tokyo costs approximately ¥15,000–¥20,000 (daytime) or ¥18,000–¥25,000 (late night), while the Airport Limousine Bus costs approximately ¥2,000–¥3,000. Therefore, you would save between **¥12,000 and ¥23,000** (approximately $110–…
    gold
    ABSTAIN — the history never says
  3. INCORRECT0a995998multi-sessionasked 2023/02/15 (Wed) 23:50110,706 ctx tok

    How many items of clothing do I need to pick up or return from a store?

    full-context
    1
    gold
    3
    judge
    Reference states 3 items, candidate states 1
  4. INCORRECT21d02d0dmulti-sessionasked 2023/04/26 (Wed) 23:58111,168 ctx tok

    How many fun runs did I miss in March due to work commitments?

    full-context
    1
    gold
    2
    judge
    Reference states 2 missed runs, candidate says 1
  5. INCORRECT2788b940multi-sessionasked 2023/05/30 (Tue) 20:00108,167 ctx tok

    How many fitness classes do I attend in a typical week?

    full-context
    You attend four fitness classes in a typical week: Zumba on Tuesdays and Thursdays, BodyPump on Mondays, and Hip Hop Abs on Saturdays.
    gold
    5
    judge
    Candidate says 4 classes, reference says 5
  6. INCORRECT2b8f3739multi-sessionasked 2023/06/01 (Thu) 23:37111,719 ctx tok

    What is the total amount of money I earned from selling my products at the markets?

    full-context
    $570
    gold
    $495
    judge
    Different amount: $570 vs reference $495
  7. ABSTAINED3a704032multi-sessionasked 2023/05/30 (Tue) 21:51112,117 ctx tok

    How many plants did I acquire in the last month?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions acquiring a peace lily and a succulent two weeks ago, but does not provide a total count of all plants acquired in the last month.INSUFFICIENT_INFORMATION: The history mentions acquiring a peace lily and a succulent two weeks ago, but does not provide a total count of all plants acquired in the last month.
    gold
    3
    judge
    Reference states 3; candidate declines with insufficient information.
  8. ABSTAINED60159905multi-sessionasked 2023/05/30 (Tue) 14:40111,579 ctx tok

    How many dinner parties have I attended in the past month?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions attending a birthday party for David, a dinner party at Sarah's place, and low-key dinner parties at Alex's and Mike's places, but does not provide enough information to determine the exact number of dinner parties attended in the past month.INSUFFICIENT_INFORMATION: The history mentions attending a dinner party at Sarah's place last week and another at Alex's place yesterday, but does not provide a total count for the past month.
    gold
    three
    judge
    Reference states three; candidate declines to give a count
  9. INCORRECT60bf93edmulti-sessionasked 2023/01/24 (Tue) 23:56109,665 ctx tok

    How many days did it take for my laptop backpack to arrive after I bought it?

    full-context
    The material does not contain information about when you bought your laptop backpack, only that it arrived on 1/20. Therefore, the number of days cannot be determined. INSUFFICIENT_INFORMATION: The history mentions the arrival date of the backpack but not the purchase date.
    gold
    5 days. 6 days (including the last day) is also acceptable.
    judge
    Candidate declines to answer instead of stating 5-6 days
  10. INCORRECT6456829e_absmulti-sessionasked 2023/05/30 (Tue) 14:24109,162 ctx tok

    How many plants did I initially plant for tomatoes and chili peppers?

    full-context
    5
    gold
    ABSTAIN — the history never says
  11. ABSTAINED7024f17cmulti-sessionasked 2023/05/30 (Tue) 21:24109,521 ctx tok

    How many hours of jogging and yoga did I do last week?

    full-context
    ABSTAINED — not in the history
    gold
    0.5 hours
    judge
    Candidate declined to answer instead of stating 0.5 hours
  12. INCORRECT85fa3a3fmulti-sessionasked 2023/05/30 (Tue) 19:55111,292 ctx tok

    What is the total cost of the new food bowl, measuring cup, dental chews, and flea and tick collar I got for Max?

    full-context
    $90
    gold
    $50
    judge
    Total cost differs: $50 vs $90
  13. INCORRECT92a0aa75multi-sessionasked 2023/05/30 (Tue) 21:25109,060 ctx tok

    How long have I been working in my current role?

    full-context
    2 years and 4 months
    gold
    1 year and 5 months
    judge
    Different duration: 2 years 4 months vs 1 year 5 months
  14. INCORRECTa08a253fmulti-sessionasked 2023/05/30 (Tue) 23:16106,927 ctx tok

    How many days a week do I attend fitness classes?

    full-context
    3
    gold
    4 days.
    judge
    Reference states 4 days, candidate states 3
  15. ABSTAINEDa1cc6108multi-sessionasked 2023/05/30 (Tue) 20:23108,579 ctx tok

    How old was I when Alex was born?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions mentoring an intern named Alex who is 21 years old, but does not state your age at the time of his birth.INSUFFICIENT_INFORMATION: The history mentions mentoring an intern named Alex who is 21 years old, but does not state your age at the time of his birth.
    gold
    11
    judge
    Candidate declined to answer instead of stating 11
  16. INCORRECTa96c20ee_absmulti-sessionasked 2023/05/30 (Tue) 12:03111,121 ctx tok

    At which university did I present a poster for my undergrad course research project?

    full-context
    Harvard University
    gold
    ABSTAIN — the history never says
  17. INCORRECTa9f6b44cmulti-sessionasked 2023/03/20 (Mon) 23:57109,988 ctx tok

    How many bikes did I service or plan to service in March?

    full-context
    0
    gold
    2
    judge
    Reference says 2 bikes, candidate says 0
  18. INCORRECTbc149d6bmulti-sessionasked 2023/05/30 (Tue) 22:02107,933 ctx tok

    What is the total weight of the new feed I purchased in the past two months?

    full-context
    50 pounds
    gold
    70 pounds
    judge
    Reference states 70 pounds, candidate states 50 pounds
  19. INCORRECTd851d5bamulti-sessionasked 2023/03/20 (Mon) 23:59109,072 ctx tok

    How much money did I raise for charity in total?

    full-context
    $4,750
    gold
    $3,750
    judge
    Different amount: $4,750 vs $3,750
  20. INCORRECTgpt4_2f91af09multi-sessionasked 2023/05/30 (Tue) 17:14110,781 ctx tok

    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?

    full-context
    17other seeds: 1717 poems and 5 short stories.
    gold
    23
    judge
    Quantity mismatch: 17 vs reference 23
  21. INCORRECTgpt4_59c863d7multi-sessionasked 2023/05/30 (Tue) 20:57110,470 ctx tok

    How many model kits have I worked on or bought?

    full-context
    Based on the chat history, you have worked on or bought **3** model kits: 1. A **1/72 scale B-29 bomber** (mentioned in Session answer_593bdffd_4 and Session answer_593bdffd_1) 2. A **1/24 scale '69 Camaro** (mentioned in Session answer_593bdffd_4) 3. A **Revell F-15 Eagle** kit (mentioned in Session answer_593bdffd_1)other seeds: Based on the chat history, you have worked on or bought **3** model kits: 1. A **1/72 scale B-29 bomber** (mentioned in Session answer_593bdffd_4 and Session answer_593bdffd_1) 2. A **1/24 scale '69 Camaro** (mentioned in Session answer_593bdffd_4) 3. A **Revell F-15 Eagle** kit (mentioned in S…Based on the chat history, you have worked on or bought **4** model kits: 1. A **1/72 scale B-29 bomber** (mentioned in Session answer_593bdffd_4 and Session answer_593bdffd_1) 2. A **1/24 scale '69 Camaro** (mentioned in Session answer_593bdffd_4) 3. A **Revell F-15 Eagle** (mentioned in Sessi…
    gold
    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.
    judge
    Candidate says 3 kits, missing Spitfire and Tiger I tank
  22. ABSTAINED078150f1multi-sessionasked 2023/05/30 (Tue) 23:36109,011 ctx tok

    How much more money did I raise than my initial goal in the charity cycling event?

    full-context
    ABSTAINED — not in the historyother seeds: $50INSUFFICIENT_INFORMATION: The history mentions raising $250 in one session and aiming to raise $200 in another, but does not specify which event corresponds to the question or provide a single definitive initial goal and final amount for one specific event.
    gold
    $50
    judge
    Candidate declined to answer instead of stating $50
  23. ABSTAINED77eafa52multi-sessionasked 2023/05/30 (Tue) 20:07109,999 ctx tok

    How much more did I have to pay for the trip after the initial quote?

    full-context
    ABSTAINED — not in the historyother seeds: $300$300
    gold
    $300
    judge
    Candidate declines to answer, doesn't state $300 difference
  24. CORRECTa346bb18multi-sessionasked 2023/05/30 (Tue) 22:30111,605 ctx tok

    How many minutes did I exceed my target time by in the marathon?

    full-context
    12other seeds: 1012
    gold
    12
    judge
    Matches the reference value of 12 minutes
  25. CORRECTb3c15d39multi-sessionasked 2023/03/01 (Wed) 23:48106,731 ctx tok

    How many days did it take for me to receive the new remote shutter release after I ordered it?

    full-context
    5other seeds: INSUFFICIENT_INFORMATION: The history mentions ordering a new remote shutter release on February 5th and that it arrived on February 10th, but does not explicitly state the number of days it took to receive it.5
    gold
    5 days. 6 days (including the last day) is also acceptable.
    judge
    5 matches reference value of 5 days
  26. INCORRECTd3ab962emulti-sessionasked 2022/09/24 (Sat) 23:49109,428 ctx tok

    What is the total distance of the hikes I did on two consecutive weekends?

    full-context
    10 milesother seeds: The total distance of the hikes is 8 miles. * In Session 92f1ea4d_1, the user mentions a "3-mile loop trail at Valley of Fire State Park" done last weekend. * In Session answer_5237bb0b_1, the user mentions an "amazing 5-mile hike at Red Rock Canyon" done two weekends ago. 3 miles + 5 miles =…The total distance of the hikes is 8 miles. This includes a 3-mile loop trail at Valley of Fire State Park and a 5-mile hike at Red Rock Canyon.
    gold
    8 miles
    judge
    Reference states 8 miles, candidate states 10 miles
  27. CORRECT129d1232multi-sessionasked 2023/05/01 (Mon) 23:45108,407 ctx tok

    How much money did I raise in total through all the charity events I participated in?

    full-context
    $5,850
    gold
    $5,850
    judge
    Matches reference amount exactly, $5,850
  28. ABSTAINED2311e44b_absmulti-sessionasked 2023/05/30 (Tue) 18:25111,112 ctx tok

    How many pages do I have left to read in 'Sapiens'?

    full-context
    ABSTAINED — not in the history
    gold
    ABSTAIN — the history never says
  29. CORRECT2e6d26dcmulti-sessionasked 2023/05/13 (Sat) 23:55109,362 ctx tok

    How many babies were born to friends and family members in the last few months?

    full-context
    Based on the chat history, there were **5** babies born to friends and family members mentioned: 1. **Jasper**: David's baby boy (born a few weeks ago). 2. **Max**: Rachel's baby boy (born in March). 3. **Charlotte**: Mike and Emma's daughter (born around the same time as Max, i.e., March). 4. **Ava**: Aunt's twin girl (born in April). 5. **Lily**: Aunt's twin girl (born in April).other seeds: Five babies were born to friends and family members in the last few months: Jasper (David's baby boy), Max (Rachel's baby boy), Charlotte (Mike and Emma's daughter), Ava (twin girl), and Lily (twin girl).Five babies were born to friends and family members in the last few months: Jasper (David's baby boy), Max (Rachel's baby boy), Charlotte (Mike and Emma's daughter), Ava (twin girl), and Lily (twin girl).
    gold
    5
    judge
    Both state 5 babies born
  30. CORRECT55241a1fmulti-sessionasked 2023/05/30 (Tue) 21:57111,324 ctx tok

    What is the total number of comments on my recent Facebook Live session and my most popular YouTube video?

    full-context
    33
    gold
    33
    judge
    Matches the reference quantity of 33 comments
  31. ABSTAINED60bf93ed_absmulti-sessionasked 2023/01/24 (Tue) 23:58108,939 ctx tok

    How many days did it take for my iPad case to arrive after I bought it?

    full-context
    ABSTAINED — not in the history
    gold
    ABSTAIN — the history never says
  32. CORRECT80ec1f4fmulti-sessionasked 2023/03/03 (Fri) 23:25109,581 ctx tok

    How many different museums or galleries did I visit in the month of February?

    full-context
    2
    gold
    2
    judge
    Matches the quantity of 2 museums/galleries
  33. ABSTAINED80ec1f4f_absmulti-sessionasked 2023/03/03 (Fri) 23:44108,497 ctx tok

    How many different museums or galleries did I visit in December?

    full-context
    ABSTAINED — not in the history
    gold
    ABSTAIN — the history never says
  34. ABSTAINED88432d0a_absmulti-sessionasked 2023/05/30 (Tue) 23:40110,949 ctx tok

    How many times did I bake egg tarts in the past two weeks?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions baking a chocolate cake, making a strawberry tart, and preparing various other dishes, but does not mention baking egg tarts.INSUFFICIENT_INFORMATION: The history mentions baking a chocolate cake, making a strawberry tart, and preparing sourdough bread, but does not mention baking egg tarts.
    gold
    ABSTAIN — the history never says
  35. ABSTAINEDba358f49_absmulti-sessionasked 2023/05/30 (Tue) 22:29109,136 ctx tok

    How old will Rachel be when I get married?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions that Rachel is getting married next year, but it does not state your age or when you plan to get married.INSUFFICIENT_INFORMATION: The history mentions that Rachel is getting married next year, but it does not state her current age or the user's age.
    gold
    ABSTAIN — the history never says
  36. CORRECTe25c3b8dmulti-sessionasked 2023/05/30 (Tue) 15:02110,830 ctx tok

    How much did I save on the designer handbag at TK Maxx?

    full-context
    $300
    gold
    $300
    judge
    Matches the $300 savings amount stated in reference
  37. ABSTAINEDe5ba910e_absmulti-sessionasked 2023/05/30 (Tue) 17:19107,506 ctx tok

    What is the total cost of my recently purchased headphones and the iPad?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions the cost of Sony WH-1000XM4 headphones ($378) but does not mention purchasing an iPad.INSUFFICIENT_INFORMATION: The history mentions the cost of the Sony WH-1000XM4 headphones ($378) but does not state the cost of an iPad.
    gold
    ABSTAIN — the history never says
  38. CORRECTe831120cmulti-sessionasked 2023/05/30 (Tue) 18:41110,182 ctx tok

    How many weeks did it take me to watch all the Marvel Cinematic Universe movies and the main Star Wars films?

    full-context
    It took you two weeks to watch all the Marvel Cinematic Universe movies and a week and a half to watch all the main Star Wars films.
    gold
    3.5 weeks
    judge
    2 weeks + 1.5 weeks = 3.5 weeks total
  39. ABSTAINEDedced276_absmulti-sessionasked 2023/05/30 (Tue) 20:59109,025 ctx tok

    How many days did I spend in total traveling in Hawaii and in Seattle?

    full-context
    ABSTAINED — not in the history
    gold
    ABSTAIN — the history never says
  40. ABSTAINEDeeda8a6d_absmulti-sessionasked 2023/05/30 (Tue) 19:56109,058 ctx tok

    How many fish are there in my 30-gallon tank?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions a 10-gallon tank with a betta fish named Bubbles and a 20-gallon tank with neon tetras, golden honey gouramis, a pleco catfish, and potentially lemon tetras or zebra danios, but does not mention a 30-gallon tank.INSUFFICIENT_INFORMATION: The history mentions a 10-gallon tank with a betta fish named Bubbles and a 20-gallon tank with neon tetras, golden honey gouramis, a pleco catfish, and potentially lemon tetras or zebra danios, but does not mention a 30-gallon tank.
    gold
    ABSTAIN — the history never says
  41. CORRECTef9cf60amulti-sessionasked 2023/05/30 (Tue) 22:48111,646 ctx tok

    How much did I spend on gifts for my sister?

    full-context
    $300
    gold
    $300
    judge
    Matches reference value of $300
  42. CORRECTefc3f7c2multi-sessionasked 2023/05/30 (Tue) 16:24111,270 ctx tok

    How much earlier do I wake up on Fridays compared to other weekdays?

    full-context
    30 minutes
    gold
    30 minutes
    judge
    Matches exact value: 30 minutes earlier
  43. ABSTAINEDgpt4_372c3eed_absmulti-sessionasked 2023/08/20 (Sun) 23:54110,296 ctx tok

    How many years in total did I spend in formal education from high school to the completion of my Master's degree?

    full-context
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions the user attended Arcadia High School from 2010 to 2014 and graduated with a Bachelor's in Computer Science from UCLA in 2020, but it does not state when or if the user completed their Master's degree.INSUFFICIENT_INFORMATION: The history mentions the user attended Arcadia High School from 2010 to 2014 and graduated with a Bachelor's in Computer Science from UCLA in 2020, but it does not state that the user completed a Master's degree.
    gold
    ABSTAIN — the history never says