Triple

T15017704
Position Surface form Disambiguated ID Type / Status
Subject Closing Time E377998 entity
Predicate directedBy P7373 FINISHED
Object Steve Hughes
Steve Hughes is a film director known for his work on the movie "Closing Time."
E1131385 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: Steve Hughes | Statement: [Closing Time, directedBy, Steve Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Hughes
Context triple: [Closing Time, directedBy, Steve Hughes]
  • A. David Hutton
    David Hutton was an American singer and actor best known for his controversial marriage to evangelist Aimee Semple McPherson in the early 1930s.
  • B. Richard Hurd
    Richard Hurd was an 18th-century English bishop, literary critic, and writer known for his influential essays and correspondence with prominent figures like William Warburton.
  • C. Norman Stansfield
    Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
  • D. Bob Hughes
    Bob Hughes is a drug-addicted thief and the charismatic leader of a small crew of pharmacy robbers in the film "Drugstore Cowboy."
  • E. Bob Hughes
    Bob Hughes is a long-running central character on the American soap opera "As the World Turns," known for his role as a dedicated doctor and family patriarch in the fictional town of Oakdale.
  • 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: Steve Hughes
Triple: [Closing Time, directedBy, Steve Hughes]
Generated description
Steve Hughes is a film director known for his work on the movie "Closing Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Hughes
Target entity description: Steve Hughes is a film director known for his work on the movie "Closing Time."
  • A. David Hutton
    David Hutton was an American singer and actor best known for his controversial marriage to evangelist Aimee Semple McPherson in the early 1930s.
  • B. Richard Hurd
    Richard Hurd was an 18th-century English bishop, literary critic, and writer known for his influential essays and correspondence with prominent figures like William Warburton.
  • C. Norman Stansfield
    Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
  • D. Bob Hughes
    Bob Hughes is a drug-addicted thief and the charismatic leader of a small crew of pharmacy robbers in the film "Drugstore Cowboy."
  • E. Bob Hughes
    Bob Hughes is a long-running central character on the American soap opera "As the World Turns," known for his role as a dedicated doctor and family patriarch in the fictional town of Oakdale.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7633fcc8190b2231f43252bc46f completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96ae110c8190a0555590b9ddb36a completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97c0a3688190a9f55376a1d7ad87 completed May 9, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69fe985cec608190888733cdc5bd71ea completed May 9, 2026, 2:13 a.m.
Created at: April 10, 2026, 2:55 a.m.