Triple

T8244600
Position Surface form Disambiguated ID Type / Status
Subject Cat's Eye (1985 film) E192818 entity
Predicate stars P1956 FINISHED
Object James Naughton
James Naughton is an American actor known for his work in film, television, and on Broadway, including his Tony Award-winning stage performances.
 E729230 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: James Naughton | Statement: [Cat's Eye (1985 film), stars, James Naughton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Naughton
Context triple: [Cat's Eye (1985 film), stars, James Naughton]
  • A. John Ashton
    John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
  • B. William Atherton
    William Atherton is an American character actor best known for playing arrogant and antagonistic authority figures in films such as Ghostbusters and Die Hard.
  • C. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • D. Michael Pugh
    Michael Pugh is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • E. Michael Gwynn
    Michael Gwynn was a British character actor known for his roles in mid-20th-century film and television, including appearances in classic horror and science fiction productions.
  • 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: James Naughton
Triple: [Cat's Eye (1985 film), stars, James Naughton]
Generated description
James Naughton is an American actor known for his work in film, television, and on Broadway, including his Tony Award-winning stage performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Naughton
Target entity description: James Naughton is an American actor known for his work in film, television, and on Broadway, including his Tony Award-winning stage performances.
  • A. John Ashton
    John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
  • B. William Atherton
    William Atherton is an American character actor best known for playing arrogant and antagonistic authority figures in films such as Ghostbusters and Die Hard.
  • C. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • D. Michael Pugh
    Michael Pugh is a personal name shared by multiple individuals, including professionals and public figures in various fields.
  • E. Michael Gwynn
    Michael Gwynn was a British character actor known for his roles in mid-20th-century film and television, including appearances in classic horror and science fiction productions.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78711f5081909c2f357334491a07 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde74c4e6c8190a426139f71689a3e completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:47 p.m.