Triple

T18853068
Position Surface form Disambiguated ID Type / Status
Subject Stephens County, Texas E461095 entity
Predicate countySeat P383 FINISHED
Object Breckenridge, Texas
Breckenridge, Texas is a small city in North Central Texas known historically for its oil boom heritage and role as the administrative and commercial center of Stephens County.
 E1360262 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: Breckenridge, Texas | Statement: [Stephens County, Texas, countySeat, Breckenridge, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Breckenridge, Texas
Context triple: [Stephens County, Texas, countySeat, Breckenridge, Texas]
  • A. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • B. Richwood, Texas
    Richwood, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan region.
  • C. Colorado City, Texas
    Colorado City, Texas is a small West Texas community known historically for ranching, oil, and its role as a regional trade center.
  • D. Boerne, Texas
    Boerne, Texas is a small Hill Country city near San Antonio known for its German heritage, historic downtown, and role in the landmark U.S. Supreme Court case City of Boerne v. Flores.
  • E. Round Mountain, Texas
    Round Mountain, Texas is a small rural town in the Texas Hill Country known for its scenic landscapes and quiet, close-knit community.
  • 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: Breckenridge, Texas
Triple: [Stephens County, Texas, countySeat, Breckenridge, Texas]
Generated description
Breckenridge, Texas is a small city in North Central Texas known historically for its oil boom heritage and role as the administrative and commercial center of Stephens County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Breckenridge, Texas
Target entity description: Breckenridge, Texas is a small city in North Central Texas known historically for its oil boom heritage and role as the administrative and commercial center of Stephens County.
  • A. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • B. Richwood, Texas
    Richwood, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan region.
  • C. Colorado City, Texas
    Colorado City, Texas is a small West Texas community known historically for ranching, oil, and its role as a regional trade center.
  • D. Boerne, Texas
    Boerne, Texas is a small Hill Country city near San Antonio known for its German heritage, historic downtown, and role in the landmark U.S. Supreme Court case City of Boerne v. Flores.
  • E. Round Mountain, Texas
    Round Mountain, Texas is a small rural town in the Texas Hill Country known for its scenic landscapes and quiet, close-knit community.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05a8a708190b9b2b8f95b2f1d23 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e6586bb0819080a3b5d12dea9c14 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05ebd038f48190ad1f16f80e36f582 completed May 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a05ec53aaac81908d6443e740bd37df completed May 14, 2026, 3:37 p.m.
Created at: April 10, 2026, 11:56 a.m.