Triple

T2172887
Position Surface form Disambiguated ID Type / Status
Subject The Graduate E48463 entity
Predicate screenwriter P2831 FINISHED
Object Calder Willingham
Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
E238660 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: Calder Willingham | Statement: [The Graduate, screenwriter, Calder Willingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calder Willingham
Context triple: [The Graduate, screenwriter, Calder Willingham]
  • A. Allan Melvill
    Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
  • B. Reginald Denny
    Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
  • C. Emma Tillinger Koskoff
    Emma Tillinger Koskoff is an American film producer best known for her longtime collaboration with director Martin Scorsese on acclaimed films such as The Wolf of Wall Street, The Departed, and The Irishman.
  • D. Martin Richard
    Martin Richard was an eight-year-old boy from Dorchester, Massachusetts, who was tragically killed in the 2013 Boston Marathon bombing and later became a symbol of peace and resilience for the city.
  • E. Timothy McVeigh
    Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
  • 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: Calder Willingham
Triple: [The Graduate, screenwriter, Calder Willingham]
Generated description
Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calder Willingham
Target entity description: Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
  • A. Allan Melvill
    Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
  • B. Reginald Denny
    Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
  • C. Emma Tillinger Koskoff
    Emma Tillinger Koskoff is an American film producer best known for her longtime collaboration with director Martin Scorsese on acclaimed films such as The Wolf of Wall Street, The Departed, and The Irishman.
  • D. Martin Richard
    Martin Richard was an eight-year-old boy from Dorchester, Massachusetts, who was tragically killed in the 2013 Boston Marathon bombing and later became a symbol of peace and resilience for the city.
  • E. Timothy McVeigh
    Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbecb97a48190834e3e536184bbd1 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f6c8c8819081a06861f6133fe9 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5989f054819082f36e5515bec3ca completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a140b0c8190beb470d69da0b439 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:45 p.m.