Triple

T10493207
Position Surface form Disambiguated ID Type / Status
Subject For Men Only E247469 entity
Predicate screenwriter P2831 FINISHED
Object Joseph Hoffman
Joseph Hoffman was an American screenwriter known for his work on mid-20th-century films and television, including the 1938 movie "For Men Only."
E906190 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: Joseph Hoffman | Statement: [For Men Only, screenwriter, Joseph Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Hoffman
Context triple: [For Men Only, screenwriter, Joseph Hoffman]
  • A. Robert Hoffman
    Robert Hoffman is a film editor known for his work on the dark comedy movie "Bad Santa."
  • B. Robert Hoffman
    Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
  • C. Charles Hoffman
    Charles Hoffman is a relatively obscure individual whose specific notability is not clearly identifiable from the given information alone.
  • D. Fred F. Finklehoffe
    Fred F. Finklehoffe was an American screenwriter and producer best known for his work on classic Hollywood films and collaborations with major studios during the 1940s.
  • E. Louis Hollander
    Louis Hollander was a New York labor leader and public official who served as the state’s Industrial Commissioner, overseeing labor and employment policy.
  • 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: Joseph Hoffman
Triple: [For Men Only, screenwriter, Joseph Hoffman]
Generated description
Joseph Hoffman was an American screenwriter known for his work on mid-20th-century films and television, including the 1938 movie "For Men Only."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Hoffman
Target entity description: Joseph Hoffman was an American screenwriter known for his work on mid-20th-century films and television, including the 1938 movie "For Men Only."
  • A. Robert Hoffman
    Robert Hoffman is a film editor known for his work on the dark comedy movie "Bad Santa."
  • B. Robert Hoffman
    Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
  • C. Charles Hoffman
    Charles Hoffman is a relatively obscure individual whose specific notability is not clearly identifiable from the given information alone.
  • D. Fred F. Finklehoffe
    Fred F. Finklehoffe was an American screenwriter and producer best known for his work on classic Hollywood films and collaborations with major studios during the 1940s.
  • E. Louis Hollander
    Louis Hollander was a New York labor leader and public official who served as the state’s Industrial Commissioner, overseeing labor and employment policy.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ecbec8190807c4fcc85662026 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d406e2c8190ad27f3a5276be25f completed April 19, 2026, 1:17 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: April 6, 2026, 12:24 p.m.