Triple

T7532196
Position Surface form Disambiguated ID Type / Status
Subject Frailty E178049 entity
Predicate castMember P1668 FINISHED
Object Luke Askew
Luke Askew was an American character actor known for his rugged roles in Westerns and action films, including appearances in movies like "Easy Rider" and numerous television series.
 E669796 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: Luke Askew | Statement: [Frailty, castMember, Luke Askew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luke Askew
Context triple: [Frailty, castMember, Luke Askew]
  • A. Austin Stowell
    Austin Stowell is an American actor known for his roles in films such as "Whiplash," "Bridge of Spies," and "Colossal," as well as various television series.
  • B. Jason Epperson
    Jason Epperson, better known as Jay E, is an American hip-hop producer recognized for his influential work with Nelly and the St. Lunatics collective.
  • C. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • D. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • E. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • 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: Luke Askew
Triple: [Frailty, castMember, Luke Askew]
Generated description
Luke Askew was an American character actor known for his rugged roles in Westerns and action films, including appearances in movies like "Easy Rider" and numerous television series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luke Askew
Target entity description: Luke Askew was an American character actor known for his rugged roles in Westerns and action films, including appearances in movies like "Easy Rider" and numerous television series.
  • A. Austin Stowell
    Austin Stowell is an American actor known for his roles in films such as "Whiplash," "Bridge of Spies," and "Colossal," as well as various television series.
  • B. Jason Epperson
    Jason Epperson, better known as Jay E, is an American hip-hop producer recognized for his influential work with Nelly and the St. Lunatics collective.
  • C. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • D. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • E. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84753fc81908bee2013004ef5fb completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84640cd2c819094d8f72d82c71e67 completed March 28, 2026, 9:21 p.m.
NEDg Description generation batch_69c846d0b1348190bc2bf23e75c535a9 completed March 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c84748b8988190b4f85c253ea9e403 completed March 28, 2026, 9:25 p.m.
Created at: March 27, 2026, 3:47 p.m.