Triple

T20603778
Position Surface form Disambiguated ID Type / Status
Subject Wagon Train E506248 entity
Predicate character P662 FINISHED
Object Flint McCullough
Flint McCullough is a fictional frontier scout and key protagonist from the classic American Western television series "Wagon Train."
E1439461 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: Flint McCullough | Statement: [Wagon Train, character, Flint McCullough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flint McCullough
Context triple: [Wagon Train, character, Flint McCullough]
  • A. Calvin Wheeler
    Calvin Wheeler is a fictional character portrayed by actor Lee Thompson Young, best known from his work in film and television.
  • B. Leo Proudhammer
    Leo Proudhammer is the introspective African American actor and narrator at the center of James Baldwin’s novel "Tell Me How Long the Train’s Been Gone," through whom themes of race, sexuality, and artistic identity are explored.
  • C. Emmett Malloy
    Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
  • D. Jack McFarland
    Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
  • E. Ormond McGill
    Ormond McGill was an American stage hypnotist, magician, and author often referred to as the "Dean of American Hypnotists" for his influential work in modern hypnotism.
  • 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: Flint McCullough
Triple: [Wagon Train, character, Flint McCullough]
Generated description
Flint McCullough is a fictional frontier scout and key protagonist from the classic American Western television series "Wagon Train."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flint McCullough
Target entity description: Flint McCullough is a fictional frontier scout and key protagonist from the classic American Western television series "Wagon Train."
  • A. Calvin Wheeler
    Calvin Wheeler is a fictional character portrayed by actor Lee Thompson Young, best known from his work in film and television.
  • B. Leo Proudhammer
    Leo Proudhammer is the introspective African American actor and narrator at the center of James Baldwin’s novel "Tell Me How Long the Train’s Been Gone," through whom themes of race, sexuality, and artistic identity are explored.
  • C. Emmett Malloy
    Emmett Malloy is an American film and music video director and producer, known for his work with artists like Jack Johnson and for co-founding the production duo The Malloys.
  • D. Jack McFarland
    Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
  • E. Ormond McGill
    Ormond McGill was an American stage hypnotist, magician, and author often referred to as the "Dean of American Hypnotists" for his influential work in modern hypnotism.
  • 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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aa22663881909a8d4644e1c48dc2 completed April 20, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3f56f748190a42864ae428c9f1b completed May 16, 2026, 6:14 p.m.
NEDg Description generation batch_6a08b49702108190810c8e4f5a89ec36 completed May 16, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_6a08b524b95c8190909c93d471e9397f completed May 16, 2026, 6:19 p.m.
Created at: April 16, 2026, 11:41 a.m.