Triple

T10194484
Position Surface form Disambiguated ID Type / Status
Subject FlashForward E238124 entity
Predicate executiveProducer P7225 FINISHED
Object Vaughn McKoy
Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
E846582 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: Vaughn McKoy | Statement: [FlashForward, executiveProducer, Vaughn McKoy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vaughn McKoy
Context triple: [FlashForward, executiveProducer, Vaughn McKoy]
  • A. Broderick Fobbs
    Broderick Fobbs is an American football coach best known for revitalizing Grambling State University's football program and leading the Tigers to multiple conference championships.
  • B. Barrett Doss
    Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
  • C. Nick Mundy
    Nick Mundy is a music producer and songwriter known for his work in pop and R&B, including producing the album "What Comes Naturally."
  • D. Henry Luttrell
    Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
  • E. 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.
  • 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: Vaughn McKoy
Triple: [FlashForward, executiveProducer, Vaughn McKoy]
Generated description
Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vaughn McKoy
Target entity description: Vaughn McKoy is a television producer best known for his executive production work on the science-fiction drama series "FlashForward."
  • A. Broderick Fobbs
    Broderick Fobbs is an American football coach best known for revitalizing Grambling State University's football program and leading the Tigers to multiple conference championships.
  • B. Barrett Doss
    Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
  • C. Nick Mundy
    Nick Mundy is a music producer and songwriter known for his work in pop and R&B, including producing the album "What Comes Naturally."
  • D. Henry Luttrell
    Henry Luttrell was an Irish Jacobite officer who later defected to the Williamite side during the Williamite War in Ireland and became notorious for his controversial role and subsequent assassination.
  • E. 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.
  • 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_69ca84de1b208190bf17bb305b002605 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdedc7cc748190bceb8f657afcc054 completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317d3c1bc8190811b809aaf93a754 completed April 6, 2026, 2:17 a.m.
NEDg Description generation batch_69d318a95450819086cd07610de39a55 completed April 6, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69d319593c908190adc43bc2a213211f completed April 6, 2026, 2:24 a.m.
Created at: March 30, 2026, 9:13 p.m.