Triple

T10225535
Position Surface form Disambiguated ID Type / Status
Subject Empire Records E243193 entity
Predicate hasCastMember P2308 FINISHED
Object Johnny Whitworth
Johnny Whitworth is an American actor best known for roles in films like "Empire Records," "Limitless," and "Ghost Rider: Spirit of Vengeance," as well as various television appearances.
E852772 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: Johnny Whitworth | Statement: [Empire Records, hasCastMember, Johnny Whitworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Whitworth
Context triple: [Empire Records, hasCastMember, Johnny Whitworth]
  • A. Joseph Whitworth
    Joseph Whitworth was a 19th-century English engineer, inventor, and industrialist renowned for pioneering standardized screw threads and advancing precision engineering.
  • B. A. W. Tillinghast
    A. W. Tillinghast was a prominent early 20th-century American golf course architect known for designing and remodeling many classic championship layouts across the United States.
  • C. Thomas Whitehurst
    Thomas Whitehurst was an educator and mentor known for teaching and influencing the English clockmaker and scientist John Whitehurst.
  • D. Joseph Wharton
    Joseph Wharton was a 19th-century American industrialist and philanthropist whose fortune in mining and manufacturing helped shape modern business education.
  • E. Alister MacKenzie
    Alister MacKenzie was a renowned golf course architect best known for co-designing Augusta National Golf Club, home of the Masters Tournament.
  • 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: Johnny Whitworth
Triple: [Empire Records, hasCastMember, Johnny Whitworth]
Generated description
Johnny Whitworth is an American actor best known for roles in films like "Empire Records," "Limitless," and "Ghost Rider: Spirit of Vengeance," as well as various television appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Whitworth
Target entity description: Johnny Whitworth is an American actor best known for roles in films like "Empire Records," "Limitless," and "Ghost Rider: Spirit of Vengeance," as well as various television appearances.
  • A. Joseph Whitworth
    Joseph Whitworth was a 19th-century English engineer, inventor, and industrialist renowned for pioneering standardized screw threads and advancing precision engineering.
  • B. A. W. Tillinghast
    A. W. Tillinghast was a prominent early 20th-century American golf course architect known for designing and remodeling many classic championship layouts across the United States.
  • C. Thomas Whitehurst
    Thomas Whitehurst was an educator and mentor known for teaching and influencing the English clockmaker and scientist John Whitehurst.
  • D. Joseph Wharton
    Joseph Wharton was a 19th-century American industrialist and philanthropist whose fortune in mining and manufacturing helped shape modern business education.
  • E. Alister MacKenzie
    Alister MacKenzie was a renowned golf course architect best known for co-designing Augusta National Golf Club, home of the Masters Tournament.
  • 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_69d381b0f97c819085c9b45799a5fb7c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d1f9cf6c81909a6b9e9b9d0a79fe completed April 7, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f715bea881909da9d0749fa6420f completed April 9, 2026, 12:47 a.m.
NEDg Description generation batch_69d6fcaa16788190a4c7ef79a78febc6 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd6d705c81908e469068937a79b3 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:17 a.m.