Triple

T20918490
Position Surface form Disambiguated ID Type / Status
Subject Who’s the Man? E515139 entity
Predicate screenwriter P2831 FINISHED
Object Martin Copeland
Martin Copeland is a screenwriter best known for his work on the 1997 comedy film "Who’s the Man?".
 E1458907 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: Martin Copeland | Statement: [Who’s the Man?, screenwriter, Martin Copeland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Copeland
Context triple: [Who’s the Man?, screenwriter, Martin Copeland]
  • A. Ian Copeland
    Ian Copeland was a prominent American music promoter and talent agent who helped launch the careers of numerous new wave and alternative rock bands in the late 20th century.
  • B. Michael Buckland
    Michael Buckland is an American information scientist and librarian known for his influential work on information retrieval, library services, and the theory of information systems.
  • C. Michael Davies
    Michael Davies is a British-born television producer best known for creating and producing popular talk and game shows, including work on "Watch What Happens Live with Andy Cohen" and "Who Wants to Be a Millionaire."
  • D. Michael Davies
    Michael Davies is the son of American actress Erika Slezak, best known for her long-running role on the soap opera "One Life to Live."
  • E. Sam Pilling
    Sam Pilling is a British director known for his visually inventive and narrative-driven music videos for prominent contemporary artists.
  • 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: Martin Copeland
Triple: [Who’s the Man?, screenwriter, Martin Copeland]
Generated description
Martin Copeland is a screenwriter best known for his work on the 1997 comedy film "Who’s the Man?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Copeland
Target entity description: Martin Copeland is a screenwriter best known for his work on the 1997 comedy film "Who’s the Man?".
  • A. Ian Copeland
    Ian Copeland was a prominent American music promoter and talent agent who helped launch the careers of numerous new wave and alternative rock bands in the late 20th century.
  • B. Michael Buckland
    Michael Buckland is an American information scientist and librarian known for his influential work on information retrieval, library services, and the theory of information systems.
  • C. Michael Davies
    Michael Davies is a British-born television producer best known for creating and producing popular talk and game shows, including work on "Watch What Happens Live with Andy Cohen" and "Who Wants to Be a Millionaire."
  • D. Michael Davies
    Michael Davies is the son of American actress Erika Slezak, best known for her long-running role on the soap opera "One Life to Live."
  • E. Sam Pilling
    Sam Pilling is a British director known for his visually inventive and narrative-driven music videos for prominent contemporary artists.
  • 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_69e0b4f9d5ec8190bb2bd27350ed341c completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6ec647028819082031eb706a62ad5 completed April 21, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09277ef8f08190ab2e1eabb420bb3b completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928a53e3c8190a8e636f5f1387f73 completed May 17, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0929485ebc8190ab8bc316b3e802ca completed May 17, 2026, 2:34 a.m.
Created at: April 16, 2026, 12:48 p.m.