Triple

T17739794
Position Surface form Disambiguated ID Type / Status
Subject Ernest Haycox E442821 entity
Predicate notableWork P4 FINISHED
Object Trouble Shooter
"Trouble Shooter" is a Western novel by Ernest Haycox, known for its vivid frontier setting and classic themes of conflict, justice, and rugged individualism.
E1284984 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: Trouble Shooter | Statement: [Ernest Haycox, notableWork, Trouble Shooter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trouble Shooter
Context triple: [Ernest Haycox, notableWork, Trouble Shooter]
  • A. Troublemaker
    "Troublemaker" is a catchy pop song by English singer Olly Murs, featuring rapper Flo Rida, known for its upbeat melody and chart success.
  • B. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • C. Troublemaker
    "Troublemaker" is a catchy, self-deprecating rock song by Weezer from their 2008 self-titled "Red Album," known for its playful lyrics and sing-along chorus.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Trouble
    Trouble was an American rapper known for his gritty storytelling and contributions to Atlanta’s hip-hop scene.
  • 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: Trouble Shooter
Triple: [Ernest Haycox, notableWork, Trouble Shooter]
Generated description
"Trouble Shooter" is a Western novel by Ernest Haycox, known for its vivid frontier setting and classic themes of conflict, justice, and rugged individualism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trouble Shooter
Target entity description: "Trouble Shooter" is a Western novel by Ernest Haycox, known for its vivid frontier setting and classic themes of conflict, justice, and rugged individualism.
  • A. Troublemaker
    "Troublemaker" is a catchy pop song by English singer Olly Murs, featuring rapper Flo Rida, known for its upbeat melody and chart success.
  • B. Troublemaker
    Troublemaker is a card in the Uno game that typically introduces disruptive or challenging effects to alter normal gameplay.
  • C. Troublemaker
    "Troublemaker" is a catchy, self-deprecating rock song by Weezer from their 2008 self-titled "Red Album," known for its playful lyrics and sing-along chorus.
  • D. Trouble
    Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
  • E. Trouble
    Trouble was an American rapper known for his gritty storytelling and contributions to Atlanta’s hip-hop scene.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47acc2610819099451b02bb51891f completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242fb5e7c819096b611fe936f4ce0 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0244f53f2c81909ee3dc16ff3e512e completed May 11, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_6a02459d9ab48190b8b28b75f412c64e completed May 11, 2026, 9:09 p.m.
Created at: April 10, 2026, 10:09 a.m.