Triple

T15824013
Position Surface form Disambiguated ID Type / Status
Subject Hostage E383686 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Jeff Talley – Bruce Willis
Jeff Talley is the troubled former LAPD hostage negotiator and small-town police chief portrayed by Bruce Willis in the crime thriller film "Hostage."
E115996 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: Jeff Talley – Bruce Willis | Statement: [Hostage, characterPortrayedBy, Jeff Talley – Bruce Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Talley – Bruce Willis
Context triple: [Hostage, characterPortrayedBy, Jeff Talley – Bruce Willis]
  • A. William Devereaux – Bruce Willis
    William Devereaux is the tough, morally conflicted U.S. Army general played by Bruce Willis in the political thriller film "The Siege."
  • B. Ted Willis
    Ted Willis was a prominent British screenwriter and playwright known for his prolific work in film and television during the mid-20th century.
  • C. Alasdhair Willis
    Alasdhair Willis is a British creative director and businessman best known for his work in fashion and design, including serving as creative director for Hunter Boot Ltd.
  • D. Christopher Willis
    Christopher Willis is a British composer best known for his work on film and television scores, including the soundtrack for "The Personal History of David Copperfield."
  • E. Bruce Willis
    Bruce Willis is an American actor best known for his roles in action films such as the "Die Hard" series, as well as acclaimed performances in movies like "Pulp Fiction" and "The Sixth Sense."
  • 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: Jeff Talley – Bruce Willis
Triple: [Hostage, characterPortrayedBy, Jeff Talley – Bruce Willis]
Generated description
Jeff Talley is the troubled former LAPD hostage negotiator and small-town police chief portrayed by Bruce Willis in the crime thriller film "Hostage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Talley – Bruce Willis
Target entity description: Jeff Talley is the troubled former LAPD hostage negotiator and small-town police chief portrayed by Bruce Willis in the crime thriller film "Hostage."
  • A. William Devereaux – Bruce Willis
    William Devereaux is the tough, morally conflicted U.S. Army general played by Bruce Willis in the political thriller film "The Siege."
  • B. Ted Willis
    Ted Willis was a prominent British screenwriter and playwright known for his prolific work in film and television during the mid-20th century.
  • C. Alasdhair Willis
    Alasdhair Willis is a British creative director and businessman best known for his work in fashion and design, including serving as creative director for Hunter Boot Ltd.
  • D. Christopher Willis
    Christopher Willis is a British composer best known for his work on film and television scores, including the soundtrack for "The Personal History of David Copperfield."
  • E. Bruce Willis chosen
    Bruce Willis is an American actor best known for his roles in action films such as the "Die Hard" series, as well as acclaimed performances in movies like "Pulp Fiction" and "The Sixth Sense."
  • F. None of above.

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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e5f46748190acb46cc482501307 completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff999bba548190a39adc2d0e11c605 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 4:49 a.m.