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

results · Naive top-k RAG (k=10) · rerunC-nothink

Knowledge update 83.3

45 of 54 rows right — 18 questions × 3 seeds (11/22/33)accuracy over the non-abstention questions of this ability; mean ± sd across seeds 11/22/33same arm, by ability: OverallInformation extractionMulti-sessionTemporalAbstentionsame arm, by question_type: single-session-usersingle-session-assistantsingle-session-preferencemulti-sessiontemporal-reasoningknowledge-updatethe same cut, other arms: Errata 94.4Full-context baseline 61.1
  1. INCORRECT3ba21379knowledge-updateasked 2023/06/01 (Thu) 05:094,765 ctx tok

    What type of vehicle model am I currently working on?

    naive
    Ford Mustang Shelby GT350R model
    gold
    Ford F-150 pickup truck
    judge
    Different vehicle: Mustang Shelby GT350R vs F-150 pickup truck
  2. ABSTAINED945e3d21knowledge-updateasked 2023/12/14 (Thu) 06:324,657 ctx tok

    How often do I attend yoga classes to help with my anxiety?

    naive
    ABSTAINED — not in the history
    gold
    Three times a week.
    judge
    Candidate fails to state frequency of three times a week
  3. ABSTAINEDc4ea545cknowledge-updateasked 2023/09/01 (Fri) 19:154,538 ctx tok

    Do I go to the gym more frequently than I did previously?

    naive
    ABSTAINED — not in the historyother seeds: INSUFFICIENT_INFORMATION: The history mentions the user's current gym days (Tuesdays, Thursdays, and Saturdays) but does not provide information about their previous frequency.INSUFFICIENT_INFORMATION: The history mentions the user's current gym days (Tuesdays, Thursdays, and Saturdays) but does not provide information about their previous workout frequency.
    gold
    Yes
    judge
    Candidate declines to answer; reference says yes
  4. CORRECT031748aeknowledge-updateasked 2023/11/10 (Fri) 04:204,388 ctx tok

    How many engineers do I lead when I just started my new role as Senior Software Engineer? How many engineers do I lead now?

    naive
    4 engineers; 5 engineers
    gold
    When you just started your new role as Senior Software Engineer, you led 4 engineers. Now, you lead 5 engineers
    judge
    Matches both facts: 4 engineers initially, 5 now
  5. CORRECT0ddfec37knowledge-updateasked 2024/01/08 (Mon) 09:274,665 ctx tok

    How many autographed baseballs have I added to my collection in the first three months of collection?

    naive
    15
    gold
    15
    judge
    Matches the quantity 15 stated in reference.
  6. CORRECT0f05491aknowledge-updateasked 2023/08/01 (Tue) 22:294,872 ctx tok

    How many stars do I need to reach the gold level on my Starbucks Rewards app?

    naive
    120 stars
    gold
    120
    judge
    120 stars matches reference value of 120
  7. CORRECT10e09553knowledge-updateasked 2023/12/06 (Wed) 11:184,951 ctx tok

    How many largemouth bass did I catch with Alex on the earlier fishing trip to Lake Michigan before the 7/22 trip?

    naive
    7
    gold
    7
    judge
    Matches quantity of 7 largemouth bass
  8. CORRECT26bdc477knowledge-updateasked 2023/06/06 (Tue) 18:274,664 ctx tok

    How many trips have I taken my Canon EOS 80D camera on?

    naive
    The history mentions taking the camera on three trips to Yellowstone, Yosemite, and the Grand Canyon, and also states it has been taken on five trips.other seeds: The chat history mentions taking the camera on three trips to Yellowstone, Yosemite, and the Grand Canyon, and also states it has been taken on five trips.The chat history mentions taking the camera on three trips to Yellowstone, Yosemite, and the Grand Canyon, and also states it has been taken on five trips.
    gold
    five
    judge
    Candidate explicitly states five trips, matching reference.
  9. CORRECT41698283knowledge-updateasked 2023/09/21 (Thu) 08:415,060 ctx tok

    What type of camera lens did I purchase most recently?

    naive
    70-200mm zoom lens
    gold
    a 70-200mm zoom lens
    judge
    Same fact: 70-200mm zoom lens
  10. CORRECT4b24c848knowledge-updateasked 2023/10/20 (Fri) 08:094,826 ctx tok

    How many tops have I bought from H&M so far?

    naive
    five
    gold
    five
    judge
    Both state five tops purchased from H&M
  11. CORRECT6aeb4375knowledge-updateasked 2023/10/22 (Sun) 15:385,167 ctx tok

    How many Korean restaurants have I tried in my city?

    naive
    four
    gold
    four
    judge
    Matches quantity: four
  12. CORRECT7e974930knowledge-updateasked 2023/10/26 (Thu) 11:444,418 ctx tok

    How much did I earn at the Downtown Farmers Market on my most recent visit?

    naive
    $420
    gold
    $420
    judge
    Matches the reference value of $420
  13. CORRECT9ea5eabcknowledge-updateasked 2023/06/08 (Thu) 10:334,397 ctx tok

    Where did I go on my most recent family trip?

    naive
    Paris
    gold
    Paris
    judge
    Candidate matches reference: Paris
  14. CORRECTa2f3aa27knowledge-updateasked 2023/06/15 (Thu) 23:264,619 ctx tok

    How many followers do I have on Instagram now?

    naive
    1300
    gold
    1300
    judge
    Matches reference value of 1300 followers
  15. CORRECTb01defabknowledge-updateasked 2023/04/12 (Wed) 06:374,466 ctx tok

    Did I finish reading 'The Nightingale' by Kristin Hannah?

    naive
    Yes
    gold
    Yes
    judge
    Both affirm 'Yes' to finishing the book.
  16. CORRECTcc5ded98knowledge-updateasked 2023/06/13 (Tue) 01:304,673 ctx tok

    How much time do I dedicate to coding exercises each day?

    naive
    The user mentions dedicating about an hour each day in the chat from 2023/05/20 and about two hours each day in the chat from 2023/05/29.other seeds: The chat history mentions two different amounts of time dedicated to coding exercises: 1. On **2023/05/20**, the user stated: "I've been dedicating about an hour each day to coding exercises". 2. On **2023/05/29**, the user stated: "I've been dedicating about two hours each day to coding exercis…The chat history mentions two different amounts of time dedicated to coding exercises: 1. On **2023/05/20**, the user stated: "I've been dedicating about an hour each day to coding exercises". 2. On **2023/05/29**, the user stated: "I've been dedicating about two hours each day to coding exercis…
    gold
    about two hours
    judge
    Candidate includes 'about two hours' matching reference
  17. CORRECTdad224aaknowledge-updateasked 2023/06/24 (Sat) 03:585,181 ctx tok

    What time do I wake up on Saturday mornings?

    naive
    7:30 am
    gold
    7:30 am
    judge
    Matches reference time exactly: 7:30 am
  18. CORRECTeace081bknowledge-updateasked 2023/06/06 (Tue) 04:184,982 ctx tok

    Where am I planning to stay for my birthday trip to Hawaii?

    naive
    Oahu
    gold
    Oahu
    judge
    Matches reference: Oahu