Triple

T6954417
Position Surface form Disambiguated ID Type / Status
Subject Crisis E161205 entity
Predicate starring P1507 FINISHED
Object James Lafferty
James Lafferty is an American actor and director best known for his role as Nathan Scott on the television series "One Tree Hill."
 E641403 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 Lafferty | Statement: [Crisis, starring, James Lafferty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Lafferty
Context triple: [Crisis, starring, James Lafferty]
  • A. Michael Fetterly
    Michael Fetterly is a voice actor known for portraying the character Uncle Fester in an adaptation of The Addams Family.
  • B. Stephen McFeely
    Stephen McFeely is an American screenwriter best known for co-writing several major Marvel Cinematic Universe films, including the Captain America trilogy and Avengers: Infinity War and Endgame.
  • C. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • D. Matt Firor
    Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • 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 Lafferty
Triple: [Crisis, starring, James Lafferty]
Generated description
James Lafferty is an American actor and director best known for his role as Nathan Scott on the television series "One Tree Hill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Lafferty
Target entity description: James Lafferty is an American actor and director best known for his role as Nathan Scott on the television series "One Tree Hill."
  • A. Michael Fetterly
    Michael Fetterly is a voice actor known for portraying the character Uncle Fester in an adaptation of The Addams Family.
  • B. Stephen McFeely
    Stephen McFeely is an American screenwriter best known for co-writing several major Marvel Cinematic Universe films, including the Captain America trilogy and Avengers: Infinity War and Endgame.
  • C. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • D. Matt Firor
    Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c7bb480819092f2ec7b65fb4d28 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79ce606c08190958b23c259f99296 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d7416c48190a2d47490eed0d6c1 completed March 28, 2026, 9:20 a.m.
Created at: March 27, 2026, 2:29 p.m.