Triple

T6628259
Position Surface form Disambiguated ID Type / Status
Subject The Flight Attendant E149856 entity
Predicate developer P73 FINISHED
Object Steve Yockey
Steve Yockey is an American television writer and producer best known for creating and showrunning the darkly comedic thriller series "The Flight Attendant."
E611420 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: Steve Yockey | Statement: [The Flight Attendant, developer, Steve Yockey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Yockey
Context triple: [The Flight Attendant, developer, Steve Yockey]
  • A. Philip Voss
    Philip Voss was a British actor known for his extensive work in theatre, television, and radio, including roles with the Royal Shakespeare Company and appearances in popular UK dramas.
  • B. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • C. Steven Bauer
    Steven Bauer is a Cuban-American actor best known for his role as Manny Ribera in the film "Scarface" and for numerous supporting roles in film and television.
  • D. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • E. Robert Cochran
    Robert Cochran is an American television writer and producer best known as the co-creator of the hit real-time action series "24."
  • 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: Steve Yockey
Triple: [The Flight Attendant, developer, Steve Yockey]
Generated description
Steve Yockey is an American television writer and producer best known for creating and showrunning the darkly comedic thriller series "The Flight Attendant."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Yockey
Target entity description: Steve Yockey is an American television writer and producer best known for creating and showrunning the darkly comedic thriller series "The Flight Attendant."
  • A. Philip Voss
    Philip Voss was a British actor known for his extensive work in theatre, television, and radio, including roles with the Royal Shakespeare Company and appearances in popular UK dramas.
  • B. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • C. Steven Bauer
    Steven Bauer is a Cuban-American actor best known for his role as Manny Ribera in the film "Scarface" and for numerous supporting roles in film and television.
  • D. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • E. Robert Cochran
    Robert Cochran is an American television writer and producer best known as the co-creator of the hit real-time action series "24."
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa2e4a48190ba3c70013bab14f2 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f78f667c81908c2de74009c8e073 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8453af88190b237c249bfbb4f8c completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f8d5630c8190913e8572a70b82c1 completed March 27, 2026, 9:38 p.m.
Created at: March 27, 2026, 1:59 p.m.