Triple

T11220019
Position Surface form Disambiguated ID Type / Status
Subject John Culberson E265534 entity
Predicate familyName P18 FINISHED
Object Culberson
Culberson is a surname most notably associated with American politicians and public figures, including former U.S. Representative John Culberson.
 E255282 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: Culberson | Statement: [John Culberson, familyName, Culberson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Culberson
Context triple: [John Culberson, familyName, Culberson]
  • A. Culberson County
    Culberson County is a sparsely populated county in far western Texas known for its desert landscapes and the Guadalupe Mountains, including the highest peak in the state.
  • B. Meeker
    Meeker is a small town in western Colorado known for its ranching heritage, outdoor recreation, and proximity to the White River National Forest.
  • C. Meeker
    Meeker is a minor character in the play "Inherit the Wind," serving as the jailer who provides a pragmatic, down-to-earth perspective on the town's famous trial.
  • D. Pitkin
    Pitkin is a surname of English origin borne by various notable individuals across fields such as academia, politics, and the arts.
  • E. Nyngan
    Nyngan is a rural town in central New South Wales, Australia, situated on the Bogan River and serving as a service and transport hub for the surrounding agricultural region.
  • 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: Culberson
Triple: [John Culberson, familyName, Culberson]
Generated description
Culberson is a surname most notably associated with American politicians and public figures, including former U.S. Representative John Culberson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Culberson
Target entity description: Culberson is a surname most notably associated with American politicians and public figures, including former U.S. Representative John Culberson.
  • A. Culberson County chosen
    Culberson County is a sparsely populated county in far western Texas known for its desert landscapes and the Guadalupe Mountains, including the highest peak in the state.
  • B. Meeker
    Meeker is a small town in western Colorado known for its ranching heritage, outdoor recreation, and proximity to the White River National Forest.
  • C. Meeker
    Meeker is a minor character in the play "Inherit the Wind," serving as the jailer who provides a pragmatic, down-to-earth perspective on the town's famous trial.
  • D. Pitkin
    Pitkin is a surname of English origin borne by various notable individuals across fields such as academia, politics, and the arts.
  • E. Nyngan
    Nyngan is a rural town in central New South Wales, Australia, situated on the Bogan River and serving as a service and transport hub for the surrounding agricultural region.
  • F. None of above.

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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8eb84c48190b4f3bede254afde2 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad1c57908190a5c65ea4738722e3 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b1ee74748190a33449ce1b92813e completed April 19, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69e4b3d23b18819096f3a11aecc732bd completed April 19, 2026, 10:52 a.m.
Created at: April 8, 2026, 9:30 p.m.