Triple

T10761909
Position Surface form Disambiguated ID Type / Status
Subject Armstrong County E253848 entity
Predicate seat P75 FINISHED
Object Claude, Texas
Claude, Texas is a small rural city in the Texas Panhandle that serves as the administrative and commercial hub of Armstrong County.
E884645 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: Claude, Texas | Statement: [Armstrong County, seat, Claude, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Claude, Texas
Context triple: [Armstrong County, seat, Claude, Texas]
  • A. Clairette, Texas
    Clairette, Texas is a small rural unincorporated community located in Erath County in north-central Texas.
  • B. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • C. Clarksville, Texas
    Clarksville, Texas is a small historic city in northeastern Texas known for its role as an early commercial and cultural center in the Red River region.
  • D. Cypress, Texas
    Cypress, Texas is an unincorporated suburban community in Harris County, Texas, known for its master-planned neighborhoods, strong school districts, and location northwest of Houston.
  • E. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • 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: Claude, Texas
Triple: [Armstrong County, seat, Claude, Texas]
Generated description
Claude, Texas is a small rural city in the Texas Panhandle that serves as the administrative and commercial hub of Armstrong County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Claude, Texas
Target entity description: Claude, Texas is a small rural city in the Texas Panhandle that serves as the administrative and commercial hub of Armstrong County.
  • A. Clairette, Texas
    Clairette, Texas is a small rural unincorporated community located in Erath County in north-central Texas.
  • B. Crowley, Texas
    Crowley, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and family-oriented atmosphere.
  • C. Clarksville, Texas
    Clarksville, Texas is a small historic city in northeastern Texas known for its role as an early commercial and cultural center in the Red River region.
  • D. Cypress, Texas
    Cypress, Texas is an unincorporated suburban community in Harris County, Texas, known for its master-planned neighborhoods, strong school districts, and location northwest of Houston.
  • E. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d731a230ac8190920439076aaeb91e completed April 9, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69de2351db9c8190983ac834ea069fb4 completed April 14, 2026, 11:21 a.m.
NEDg Description generation batch_69de271ee56c81908d2f690f31c2d2db completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2dff4a048190823c8b5f1f7ea548 completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:16 p.m.