Triple

T9741808
Position Surface form Disambiguated ID Type / Status
Subject LeFou (Beauty and the Beast, 2017 film) E236201 entity
Predicate screenwriterInterpretationBy P90451 FINISHED
Object Stephen Chbosky E228449 NE FINISHED

How this triple was built (3 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: Stephen Chbosky | Statement: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Chbosky
Context triple: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
  • A. Stephen Chbosky chosen
    Stephen Chbosky is an American novelist, screenwriter, and director best known for creating "The Perks of Being a Wallflower" and directing several major film adaptations.
  • B. John Green
    John Green is an American author and YouTube creator best known for his bestselling young adult novels such as "The Fault in Our Stars" and "Looking for Alaska."
  • C. John Green
    John Green was a 19th-century English architect and engineer known for designing notable structures in northern England, including prominent monuments and bridges.
  • D. John Green
    John Green was an American statesman who represented South Carolina as a delegate to the Continental Congress during the Revolutionary era.
  • E. Josh Thomas
    Josh Thomas is an Australian comedian, writer, and actor best known for creating and starring in the television series "Please Like Me" and "Everything's Gonna Be Okay."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: screenwriterInterpretationBy
Context triple: [LeFou (Beauty and the Beast, 2017 film), screenwriterInterpretationBy, Stephen Chbosky]
  • A. screenwriterOfWorkFeaturing
    Indicates that one entity is the screenwriter responsible for creating the screenplay for a work in which the other entity appears or is featured.
  • B. screenwriterOfWork
    Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
  • C. screenwriterOfAppearance
    Indicates that an entity served as the screenwriter responsible for the script of a particular appearance (such as an episode, segment, or specific credited role) of another entity.
  • D. screenplayBy
    Indicates that a film, television show, or similar work was written or scripted by a particular person or group.
  • E. screenwriterCreator
    Indicates that one entity is the screenwriter who created or authored the screenplay for another entity (such as a film, episode, or audiovisual work).
  • 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_69ca84d3e24481908a476e2231123cf9 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9f2af3e48190b83a442cd0e84062 completed April 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1aff2339c8190b164b13b54a40cec completed April 5, 2026, 12:42 a.m.
PD Predicate disambiguation batch_69cd03cc128c81908b84ef224f858b4e completed April 1, 2026, 11:38 a.m.
PDg Predicate description generation batch_69cd06aa8bc88190904be19c8953def8 completed April 1, 2026, 11:51 a.m.
Created at: March 30, 2026, 8:23 p.m.