Triple

T7594863
Position Surface form Disambiguated ID Type / Status
Subject The Living Daylights E179832 entity
Predicate featuresCharacter P626 FINISHED
Object Brad Whitaker
Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
E679259 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: Brad Whitaker | Statement: [The Living Daylights, featuresCharacter, Brad Whitaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brad Whitaker
Context triple: [The Living Daylights, featuresCharacter, Brad Whitaker]
  • A. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • B. Jack Whitaker
    Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
  • C. Jim Whitaker
    Jim Whitaker is an American film producer known for his work on major studio projects, including Disney live-action features.
  • D. Bill Taylor
    Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
  • E. John Farson
    John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
  • 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: Brad Whitaker
Triple: [The Living Daylights, featuresCharacter, Brad Whitaker]
Generated description
Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brad Whitaker
Target entity description: Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
  • A. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • B. Jack Whitaker
    Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
  • C. Jim Whitaker
    Jim Whitaker is an American film producer known for his work on major studio projects, including Disney live-action features.
  • D. Bill Taylor
    Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
  • E. John Farson
    John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
  • 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_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9bbcd8081909a229d7faa2ffdc8 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89a957e2881909c7592f673bea26f completed March 29, 2026, 3:20 a.m.
NEDg Description generation batch_69c89b5b42dc8190972569b510d2efcd completed March 29, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c89c56d9688190bd14badc319f9c44 completed March 29, 2026, 3:28 a.m.
Created at: March 27, 2026, 3:53 p.m.