Triple

T7288211
Position Surface form Disambiguated ID Type / Status
Subject One False Move E163927 entity
Predicate screenwriter P2831 FINISHED
Object Tom Epperson
Tom Epperson is an American screenwriter and novelist best known for his frequent collaborations with Billy Bob Thornton on gritty crime dramas.
 E656798 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: Tom Epperson | Statement: [One False Move, screenwriter, Tom Epperson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Epperson
Context triple: [One False Move, screenwriter, Tom Epperson]
  • A. Joe Erwin
    Joe Erwin is an American businessman and sports executive best known as the founder and owner of the Greenville Triumph SC professional soccer club.
  • B. Rod Tidwell
    Rod Tidwell is a charismatic, outspoken professional football player in the film "Jerry Maguire," best known for his demand to "show me the money."
  • C. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • D. Ric Binkley
    Ric Binkley was an American illustrator best known for his science fiction and fantasy cover art in the mid-20th century.
  • E. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • 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: Tom Epperson
Triple: [One False Move, screenwriter, Tom Epperson]
Generated description
Tom Epperson is an American screenwriter and novelist best known for his frequent collaborations with Billy Bob Thornton on gritty crime dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Epperson
Target entity description: Tom Epperson is an American screenwriter and novelist best known for his frequent collaborations with Billy Bob Thornton on gritty crime dramas.
  • A. Joe Erwin
    Joe Erwin is an American businessman and sports executive best known as the founder and owner of the Greenville Triumph SC professional soccer club.
  • B. Rod Tidwell
    Rod Tidwell is a charismatic, outspoken professional football player in the film "Jerry Maguire," best known for his demand to "show me the money."
  • C. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • D. Ric Binkley
    Ric Binkley was an American illustrator best known for his science fiction and fantasy cover art in the mid-20th century.
  • E. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • 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_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6a73fc8190ae5ce81fd3e46d87 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eedfa4d08190997a692b81309309 completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef6cf4208190b6242aaea1e20b8e completed March 28, 2026, 3:10 p.m.
NED2 Entity disambiguation (via description) batch_69c7f01543e8819082bf2dfd49d8fb28 completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 2:59 p.m.