Triple

T6242336
Position Surface form Disambiguated ID Type / Status
Subject Graham Yost E139633 entity
Predicate adaptedFrom P1926 FINISHED
Object Elmore Leonard short story "Fire in the Hole"
Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
E578151 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: Elmore Leonard short story "Fire in the Hole" | Statement: [Graham Yost, adaptedFrom, Elmore Leonard short story "Fire in the Hole"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elmore Leonard short story "Fire in the Hole"
Context triple: [Graham Yost, adaptedFrom, Elmore Leonard short story "Fire in the Hole"]
  • A. short story "The Sentinel"
    "The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
  • B. short story "In the Event of My Father’s Death"
    "In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
  • C. Ray Bradbury's earlier short story "Black Ferris"
    "Black Ferris" is an early Ray Bradbury short story that introduces the sinister carnival imagery and themes of temptation and lost youth that he later expanded into his novel *Something Wicked This Way Comes*.
  • D. The Outcasts of Poker Flat
    The Outcasts of Poker Flat is an 1869 short story by American author Bret Harte that portrays a group of exiles in a California mining town facing moral judgment and harsh frontier conditions.
  • E. The Gun in Betty Lou’s Handbag
    The Gun in Betty Lou’s Handbag is a 1992 comedic crime film about a timid librarian who becomes a media sensation and murder suspect after impulsively confessing to a crime she didn’t commit.
  • 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: Elmore Leonard short story "Fire in the Hole"
Triple: [Graham Yost, adaptedFrom, Elmore Leonard short story "Fire in the Hole"]
Generated description
Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elmore Leonard short story "Fire in the Hole"
Target entity description: Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
  • A. short story "The Sentinel"
    "The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
  • B. short story "In the Event of My Father’s Death"
    "In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
  • C. Ray Bradbury's earlier short story "Black Ferris"
    "Black Ferris" is an early Ray Bradbury short story that introduces the sinister carnival imagery and themes of temptation and lost youth that he later expanded into his novel *Something Wicked This Way Comes*.
  • D. The Outcasts of Poker Flat
    The Outcasts of Poker Flat is an 1869 short story by American author Bret Harte that portrays a group of exiles in a California mining town facing moral judgment and harsh frontier conditions.
  • E. The Gun in Betty Lou’s Handbag
    The Gun in Betty Lou’s Handbag is a 1992 comedic crime film about a timid librarian who becomes a media sensation and murder suspect after impulsively confessing to a crime she didn’t commit.
  • 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_69c008b1c5088190ae6de2555fc05ad8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0631933488190838b424ec0fc2155 completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e0d62208190928bab473ca64417 completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c2158b7b8481909b64931c013cec27 completed March 24, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_69c21600f90c8190840f84112f62e311 completed March 24, 2026, 4:41 a.m.
Created at: March 22, 2026, 4:23 p.m.