Triple

T2674601
Position Surface form Disambiguated ID Type / Status
Subject Erath County, Texas E56428 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Huckabay, Texas
Huckabay, Texas is a small rural unincorporated community in Erath County known for its agricultural surroundings and tight-knit local character.
 E287975 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: Huckabay, Texas | Statement: [Erath County, Texas, hasUnincorporatedCommunity, Huckabay, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huckabay, Texas
Context triple: [Erath County, Texas, hasUnincorporatedCommunity, Huckabay, Texas]
  • A. Hurst, Texas
    Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
  • B. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • C. Heath, Texas
    Heath, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its affluent residential communities and proximity to Lake Ray Hubbard.
  • D. Hawk Cove, Texas
    Hawk Cove, Texas is a small lakeside city in northeastern Texas situated on the shores of Lake Tawakoni.
  • E. Maypearl, Texas
    Maypearl, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings southwest of Dallas.
  • 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: Huckabay, Texas
Triple: [Erath County, Texas, hasUnincorporatedCommunity, Huckabay, Texas]
Generated description
Huckabay, Texas is a small rural unincorporated community in Erath County known for its agricultural surroundings and tight-knit local character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huckabay, Texas
Target entity description: Huckabay, Texas is a small rural unincorporated community in Erath County known for its agricultural surroundings and tight-knit local character.
  • A. Hurst, Texas
    Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
  • B. Talty, Texas
    Talty, Texas is a small town in northeastern Texas that functions largely as a residential community within the Dallas–Fort Worth metropolitan area.
  • C. Heath, Texas
    Heath, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area known for its affluent residential communities and proximity to Lake Ray Hubbard.
  • D. Hawk Cove, Texas
    Hawk Cove, Texas is a small lakeside city in northeastern Texas situated on the shores of Lake Tawakoni.
  • E. Maypearl, Texas
    Maypearl, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings southwest of Dallas.
  • 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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b228cc819097f045b4a51d8e7c completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0638a9c8190b48ca5aa56eb66ff completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa0e62fa08190bf278abfce54708d completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1c8a7708190bdaefee27d596e49 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.