Triple

T5203508
Position Surface form Disambiguated ID Type / Status
Subject A Walk in the Woods E117451 entity
Predicate screenwriter P2831 FINISHED
Object Bill Holderman
Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
E501025 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: Bill Holderman | Statement: [A Walk in the Woods, screenwriter, Bill Holderman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Holderman
Context triple: [A Walk in the Woods, screenwriter, Bill Holderman]
  • A. Rayford Young
    Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
  • B. Jack Heuer
    Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
  • C. Bob Wiley
    Bob Wiley is a neurotic but endearing patient whose obsessive dependence on his psychiatrist drives the comedic plot of the film "What About Bob?".
  • D. Billy De Wolfe
    Billy De Wolfe was an American character actor and comedian known for his fussy, fast-talking persona in mid-20th-century film, stage, and television comedies.
  • E. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • 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: Bill Holderman
Triple: [A Walk in the Woods, screenwriter, Bill Holderman]
Generated description
Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Holderman
Target entity description: Bill Holderman is an American film producer, screenwriter, and director best known for co-writing and producing the comedy "Book Club" and its sequel.
  • A. Rayford Young
    Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
  • B. Jack Heuer
    Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
  • C. Bob Wiley
    Bob Wiley is a neurotic but endearing patient whose obsessive dependence on his psychiatrist drives the comedic plot of the film "What About Bob?".
  • D. Billy De Wolfe
    Billy De Wolfe was an American character actor and comedian known for his fussy, fast-talking persona in mid-20th-century film, stage, and television comedies.
  • E. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a46393c81908da08f4fbfb6147d completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0a8ae0881909ce3173b73c2b749 completed March 21, 2026, 6:17 p.m.
NEDg Description generation batch_69bee61df9b4819092e4801195da2462 completed March 21, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69bee67364588190b5d8f31af7adf1f4 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:47 p.m.