Triple

T2421206
Position Surface form Disambiguated ID Type / Status
Subject Texas's 17th congressional district E53420 entity
Predicate includesCountyPart P5971 FINISHED
Object Robertson County, Texas
Robertson County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location within the Brazos Valley region.
E426927 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: Robertson County, Texas | Statement: [Texas's 17th congressional district, includesCountyPart, Robertson County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robertson County, Texas
Context triple: [Texas's 17th congressional district, includesCountyPart, Robertson County, Texas]
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Madison County, Texas
    Madison County, Texas is a rural county in east-central Texas known for its agricultural economy and location along the Interstate 45 corridor between Houston and Dallas.
  • C. Shelby County, Texas
    Shelby County, Texas is a rural county in eastern Texas known for its pine forests, agriculture, and location along the Louisiana border.
  • D. Caldwell County, Texas
    Caldwell County, Texas is a rural county in Central Texas known for its county seat of Lockhart, a historic town celebrated as the "Barbecue Capital of Texas."
  • E. Wood County, Texas
    Wood County, Texas is a rural county in northeastern Texas known for its small towns, lakes, and inclusion in the greater East Texas 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: Robertson County, Texas
Triple: [Texas's 17th congressional district, includesCountyPart, Robertson County, Texas]
Generated description
Robertson County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location within the Brazos Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robertson County, Texas
Target entity description: Robertson County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location within the Brazos Valley region.
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Madison County, Texas
    Madison County, Texas is a rural county in east-central Texas known for its agricultural economy and location along the Interstate 45 corridor between Houston and Dallas.
  • C. Shelby County, Texas
    Shelby County, Texas is a rural county in eastern Texas known for its pine forests, agriculture, and location along the Louisiana border.
  • D. Caldwell County, Texas
    Caldwell County, Texas is a rural county in Central Texas known for its county seat of Lockhart, a historic town celebrated as the "Barbecue Capital of Texas."
  • E. Wood County, Texas
    Wood County, Texas is a rural county in northeastern Texas known for its small towns, lakes, and inclusion in the greater East Texas region.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd0d942048190bc5c715faa850632 completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5b729cc34819093ebf3fac53d7a9d completed March 14, 2026, 7:29 p.m.
NEDg Description generation batch_69b5bb3af33081909f25c324b475e5f7 completed March 14, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5bba8d54081909feb5ebc5bace2d1 completed March 14, 2026, 7:48 p.m.
Created at: March 6, 2026, 9:42 p.m.