Triple

T8295950
Position Surface form Disambiguated ID Type / Status
Subject Art Linson E194216 entity
Predicate basedOnWorkBy P2806 FINISHED
Object What Just Happened?
"What Just Happened?" is a satirical memoir by film producer Art Linson that chronicles his often disastrous experiences navigating the absurdities and egos of Hollywood moviemaking.
E723658 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: What Just Happened? | Statement: [Art Linson, basedOnWorkBy, What Just Happened?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What Just Happened?
Context triple: [Art Linson, basedOnWorkBy, What Just Happened?]
  • A. What Happened
    "What Happened" is Hillary Clinton’s 2017 memoir analyzing the 2016 U.S. presidential election, her campaign, and its aftermath.
  • B. What Happened Was...
    "What Happened Was..." is an acclaimed 1994 independent drama film written, directed by, and starring Tom Noonan, focusing on an awkward, revealing first date between two lonely office coworkers.
  • C. Watch What Happens
    "Watch What Happens" is an energetic, character-driven solo number from the stage musical Newsies, sung by reporter Katherine as she wrestles with her ambitions, doubts, and determination to expose injustice.
  • D. Watch What Happens
    "Watch What Happens" is a well-known promotional tagline used by the Bravo television network to brand its lineup of reality and pop-culture programming.
  • E. What About
    "What About" is a song by American singer Janet Jackson from her acclaimed 1997 album *The Velvet Rope*, noted for its raw exploration of emotional and domestic abuse.
  • 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: What Just Happened?
Triple: [Art Linson, basedOnWorkBy, What Just Happened?]
Generated description
"What Just Happened?" is a satirical memoir by film producer Art Linson that chronicles his often disastrous experiences navigating the absurdities and egos of Hollywood moviemaking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What Just Happened?
Target entity description: "What Just Happened?" is a satirical memoir by film producer Art Linson that chronicles his often disastrous experiences navigating the absurdities and egos of Hollywood moviemaking.
  • A. What Happened
    "What Happened" is Hillary Clinton’s 2017 memoir analyzing the 2016 U.S. presidential election, her campaign, and its aftermath.
  • B. What Happened Was...
    "What Happened Was..." is an acclaimed 1994 independent drama film written, directed by, and starring Tom Noonan, focusing on an awkward, revealing first date between two lonely office coworkers.
  • C. Watch What Happens
    "Watch What Happens" is an energetic, character-driven solo number from the stage musical Newsies, sung by reporter Katherine as she wrestles with her ambitions, doubts, and determination to expose injustice.
  • D. Watch What Happens
    "Watch What Happens" is a well-known promotional tagline used by the Bravo television network to brand its lineup of reality and pop-culture programming.
  • E. What About
    "What About" is a song by American singer Janet Jackson from her acclaimed 1997 album *The Velvet Rope*, noted for its raw exploration of emotional and domestic abuse.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df73d4c81909ad9cf0786eb5a20 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68a3258481908fe04fed1d00c9ba completed April 1, 2026, 6:49 p.m.
NEDg Description generation batch_69cd6d567c3c81908a7ec5bc13be529d completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e3e2f848190a22ad8739bb8e298 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:53 p.m.