Triple

T681109
Position Surface form Disambiguated ID Type / Status
Subject Helena Bonham Carter E13182 entity
Predicate notableWork P4 FINISHED
Object Fight Club
Fight Club is a 1999 cult classic psychological drama film directed by David Fincher, based on Chuck Palahniuk’s novel, that explores consumerism, identity, and masculinity through the formation of an underground fighting club.
E82346 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: Fight Club | Statement: [Helena Bonham Carter, notableWork, Fight Club]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fight Club
Context triple: [Helena Bonham Carter, notableWork, Fight Club]
  • A. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • B. Punch Drunk Love
    Punch Drunk Love is a track by Common from his album "Universal Mind Control," blending hip hop with experimental, electronic-influenced production.
  • C. American History X
    American History X is a 1998 American drama film that explores racism, neo-Nazism, and redemption through the story of a reformed white supremacist trying to prevent his younger brother from following the same violent path.
  • D. Pulp Fiction
    Pulp Fiction is a 1994 crime film directed by Quentin Tarantino, renowned for its nonlinear narrative, dark humor, and influential impact on modern cinema.
  • E. Memento
    Memento is a 2000 neo-noir psychological thriller film written and directed by Christopher Nolan, renowned for its non-linear narrative structure that explores memory, identity, and perception.
  • 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: Fight Club
Triple: [Helena Bonham Carter, notableWork, Fight Club]
Generated description
Fight Club is a 1999 cult classic psychological drama film directed by David Fincher, based on Chuck Palahniuk’s novel, that explores consumerism, identity, and masculinity through the formation of an underground fighting club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fight Club
Target entity description: Fight Club is a 1999 cult classic psychological drama film directed by David Fincher, based on Chuck Palahniuk’s novel, that explores consumerism, identity, and masculinity through the formation of an underground fighting club.
  • A. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • B. Punch Drunk Love
    Punch Drunk Love is a track by Common from his album "Universal Mind Control," blending hip hop with experimental, electronic-influenced production.
  • C. American History X
    American History X is a 1998 American drama film that explores racism, neo-Nazism, and redemption through the story of a reformed white supremacist trying to prevent his younger brother from following the same violent path.
  • D. Pulp Fiction
    Pulp Fiction is a 1994 crime film directed by Quentin Tarantino, renowned for its nonlinear narrative, dark humor, and influential impact on modern cinema.
  • E. Memento
    Memento is a 2000 neo-noir psychological thriller film written and directed by Christopher Nolan, renowned for its non-linear narrative structure that explores memory, identity, and perception.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a06e294c8190873116a3253e04f9 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a5701c8190810e5e52bc2b61f7 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5cd8acc888190b9bb80198bce5d00 completed March 2, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce6232e08190a8dba769f173f431 completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:36 p.m.