Triple

T12996121
Position Surface form Disambiguated ID Type / Status
Subject Point of Impact E322036 entity
Predicate author P4 FINISHED
Object Stephen Hunter
Stephen Hunter is an American novelist and Pulitzer Prize–winning film critic best known for his Bob Lee Swagger sniper thriller series.
E1016340 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: Stephen Hunter | Statement: [Point of Impact, author, Stephen Hunter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Hunter
Context triple: [Point of Impact, author, Stephen Hunter]
  • A. Jack Carr
    Jack Carr is an actor known for his role in the film "Hellgate."
  • B. John F. A. Sandford
    John F. A. Sandford was the defendant in the landmark 1857 U.S. Supreme Court case Dred Scott v. Sandford, which infamously denied citizenship and constitutional rights to African Americans.
  • C. Stuart Gardner
    Stuart Gardner is a central character on the sitcom "The Exes," portrayed as a socially awkward but endearing divorce attorney navigating life and relationships with his fellow divorced roommates.
  • D. Nathan Barr
    Nathan Barr is an American film and television composer known for his atmospheric scores on projects ranging from horror films to acclaimed series like True Blood and The Americans.
  • E. Dale Brown
    Dale Brown is a former American college basketball coach best known for leading the LSU Tigers men's basketball program to national prominence from the 1970s through the 1990s.
  • 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: Stephen Hunter
Triple: [Point of Impact, author, Stephen Hunter]
Generated description
Stephen Hunter is an American novelist and Pulitzer Prize–winning film critic best known for his Bob Lee Swagger sniper thriller series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Hunter
Target entity description: Stephen Hunter is an American novelist and Pulitzer Prize–winning film critic best known for his Bob Lee Swagger sniper thriller series.
  • A. Jack Carr
    Jack Carr is an actor known for his role in the film "Hellgate."
  • B. John F. A. Sandford
    John F. A. Sandford was the defendant in the landmark 1857 U.S. Supreme Court case Dred Scott v. Sandford, which infamously denied citizenship and constitutional rights to African Americans.
  • C. Stuart Gardner
    Stuart Gardner is a central character on the sitcom "The Exes," portrayed as a socially awkward but endearing divorce attorney navigating life and relationships with his fellow divorced roommates.
  • D. Nathan Barr
    Nathan Barr is an American film and television composer known for his atmospheric scores on projects ranging from horror films to acclaimed series like True Blood and The Americans.
  • E. Dale Brown
    Dale Brown is a former American college basketball coach best known for leading the LSU Tigers men's basketball program to national prominence from the 1970s through the 1990s.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0fe9d608190b9d503f4da1fe0c0 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c3beaf6881909be9c839206817b3 completed May 3, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69f6c48ee33c8190a50b308b12c08951 completed May 3, 2026, 3:44 a.m.
Created at: April 9, 2026, 8:45 p.m.