Triple

T13138871
Position Surface form Disambiguated ID Type / Status
Subject Letty Aronson E312157 entity
Predicate hasWorkedOn P922 FINISHED
Object Whatever Works
Whatever Works is a 2009 romantic comedy film written and directed by Woody Allen, starring Larry David as a misanthropic New Yorker whose life is upended by an unexpected relationship.
 E1021901 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Whatever Works | Statement: [Letty Aronson, hasWorkedOn, Whatever Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whatever Works
Context triple: [Letty Aronson, hasWorkedOn, Whatever Works]
  • A. A Little Work
    "A Little Work" is a pop song by Fergie from her album "Double Dutchess," noted for its autobiographical lyrics and cinematic music video depicting her struggles and recovery.
  • B. Let’s Work
    "Let’s Work" is a song by the Rolling Stones, known as a track from their 1989 album "Steel Wheels."
  • C. Make It Work
    "Make It Work" is an R&B track by Canadian duo Majid Jordan, showcasing their smooth vocals and atmospheric, synth-driven production.
  • D. Work on It
    "Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
  • E. It Will All Work Out
    "It Will All Work Out" is a song by the American indie rock band The Mutable Set.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Whatever Works
Triple: [Letty Aronson, hasWorkedOn, Whatever Works]
Generated description
Whatever Works is a 2009 romantic comedy film written and directed by Woody Allen, starring Larry David as a misanthropic New Yorker whose life is upended by an unexpected relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whatever Works
Target entity description: Whatever Works is a 2009 romantic comedy film written and directed by Woody Allen, starring Larry David as a misanthropic New Yorker whose life is upended by an unexpected relationship.
  • A. A Little Work
    "A Little Work" is a pop song by Fergie from her album "Double Dutchess," noted for its autobiographical lyrics and cinematic music video depicting her struggles and recovery.
  • B. Let’s Work
    "Let’s Work" is a song by the Rolling Stones, known as a track from their 1989 album "Steel Wheels."
  • C. Make It Work
    "Make It Work" is an R&B track by Canadian duo Majid Jordan, showcasing their smooth vocals and atmospheric, synth-driven production.
  • D. Work on It
    "Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
  • E. It Will All Work Out
    "It Will All Work Out" is a song by the American indie rock band The Mutable Set.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b6a4348190b9922ed255759078 completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e296e8e08190946a993a2b012204 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e32bf5508190b4dc58971f8f64d0 completed May 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:09 p.m.