Triple

T3833492
Position Surface form Disambiguated ID Type / Status
Subject William Forsythe E91071 entity
Predicate playedIn P2170 FINISHED
Object The Substitute
The Substitute is a 1996 action-thriller film about a mercenary who goes undercover as a high school teacher to confront violent gangs and corruption.
E393929 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: The Substitute | Statement: [William Forsythe, playedIn, The Substitute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Substitute
Context triple: [William Forsythe, playedIn, The Substitute]
  • A. The Holdovers
    The Holdovers is a 2023 comedy-drama film directed by Alexander Payne about a curmudgeonly teacher stuck supervising students over Christmas break at a New England boarding school.
  • B. A Teacher
    A Teacher is a 2013 drama film and later television miniseries that explores the illicit relationship between a high school teacher and her student.
  • C. Akeelah and the Bee
    Akeelah and the Bee is a 2006 American drama film about a young girl from South Los Angeles who competes in the Scripps National Spelling Bee, starring Keke Palmer, Laurence Fishburne, and Angela Bassett.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. Melvin and Howard
    Melvin and Howard is a 1980 American comedy-drama film, directed by Jonathan Demme, that fictionalizes the story of a gas-station attendant who allegedly befriends billionaire Howard Hughes and later claims to inherit part of his fortune.
  • 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: The Substitute
Triple: [William Forsythe, playedIn, The Substitute]
Generated description
The Substitute is a 1996 action-thriller film about a mercenary who goes undercover as a high school teacher to confront violent gangs and corruption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Substitute
Target entity description: The Substitute is a 1996 action-thriller film about a mercenary who goes undercover as a high school teacher to confront violent gangs and corruption.
  • A. The Holdovers
    The Holdovers is a 2023 comedy-drama film directed by Alexander Payne about a curmudgeonly teacher stuck supervising students over Christmas break at a New England boarding school.
  • B. A Teacher
    A Teacher is a 2013 drama film and later television miniseries that explores the illicit relationship between a high school teacher and her student.
  • C. Akeelah and the Bee
    Akeelah and the Bee is a 2006 American drama film about a young girl from South Los Angeles who competes in the Scripps National Spelling Bee, starring Keke Palmer, Laurence Fishburne, and Angela Bassett.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. Melvin and Howard
    Melvin and Howard is a 1980 American comedy-drama film, directed by Jonathan Demme, that fictionalizes the story of a gas-station attendant who allegedly befriends billionaire Howard Hughes and later claims to inherit part of his fortune.
  • 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_69aed960b538819096561c8ed448dec9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb88b8a8819082d4bdbc5bc45366 completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503ffab6c81909d64a11511693c1f completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b507be443c8190ad7542f7b897de50 completed March 14, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5092c2460819087188184be28290b completed March 14, 2026, 7:07 a.m.
Created at: March 9, 2026, 3:17 p.m.