Triple

T7561528
Position Surface form Disambiguated ID Type / Status
Subject Bryan Mills E178803 entity
Predicate hasRelative P367 FINISHED
Object Stuart St. John (ex-wife's husband)
Stuart St. John is the wealthy stepfather of Bryan Mills' daughter Kim and the second husband of Bryan's ex-wife Lenore in the Taken film series.
 E673209 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: Stuart St. John (ex-wife's husband) | Statement: [Bryan Mills, hasRelative, Stuart St. John (ex-wife's husband)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuart St. John (ex-wife's husband)
Context triple: [Bryan Mills, hasRelative, Stuart St. John (ex-wife's husband)]
  • A. Stewart St. John
    Stewart St. John is a television and film writer-producer known for creating and producing genre and drama series, as well as for his work in audio storytelling and digital media.
  • B. John Moffatt
    John Moffatt was an 18th-century New England merchant and prominent Portsmouth, New Hampshire resident associated with the historic Moffatt-Ladd House.
  • C. Al St. John
    Al St. John was an American silent film comedian and actor best known for his slapstick work in early comedies and later as a comic sidekick in Western films.
  • D. Greg McEwan
    Greg McEwan is a child of the acclaimed British novelist Ian McEwan.
  • E. Gary Ewing
    Gary Ewing is a central fictional character from the American television series "Knots Landing," known as the troubled middle son of the Ewing family whose personal and marital struggles drive much of the show's drama.
  • 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: Stuart St. John (ex-wife's husband)
Triple: [Bryan Mills, hasRelative, Stuart St. John (ex-wife's husband)]
Generated description
Stuart St. John is the wealthy stepfather of Bryan Mills' daughter Kim and the second husband of Bryan's ex-wife Lenore in the Taken film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuart St. John (ex-wife's husband)
Target entity description: Stuart St. John is the wealthy stepfather of Bryan Mills' daughter Kim and the second husband of Bryan's ex-wife Lenore in the Taken film series.
  • A. Stewart St. John
    Stewart St. John is a television and film writer-producer known for creating and producing genre and drama series, as well as for his work in audio storytelling and digital media.
  • B. John Moffatt
    John Moffatt was an 18th-century New England merchant and prominent Portsmouth, New Hampshire resident associated with the historic Moffatt-Ladd House.
  • C. Al St. John
    Al St. John was an American silent film comedian and actor best known for his slapstick work in early comedies and later as a comic sidekick in Western films.
  • D. Greg McEwan
    Greg McEwan is a child of the acclaimed British novelist Ian McEwan.
  • E. Gary Ewing
    Gary Ewing is a central fictional character from the American television series "Knots Landing," known as the troubled middle son of the Ewing family whose personal and marital struggles drive much of the show's drama.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8f847c48190a1081aa9de7ff945 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856d0cbfc8190b2cb2b601a7b078c completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c857e2b6b08190ad5236352d0142be completed March 28, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8587de3588190a209069dfee31a21 completed March 28, 2026, 10:38 p.m.
Created at: March 27, 2026, 3:50 p.m.