Triple

T2942394
Position Surface form Disambiguated ID Type / Status
Subject Uvalde County, Texas E79417 entity
Predicate borderedBy P224 FINISHED
Object Frio County, Texas
Frio County, Texas is a rural county in South Texas known for its agricultural economy and location within the San Antonio metropolitan area’s broader region.
E526271 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: Frio County, Texas | Statement: [Uvalde County, Texas, borderedBy, Frio County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frio County, Texas
Context triple: [Uvalde County, Texas, borderedBy, Frio County, Texas]
  • A. Freestone County, Texas
    Freestone County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location between the Dallas–Fort Worth and Houston metropolitan areas.
  • B. Fisher County, Texas
    Fisher County, Texas is a sparsely populated rural county in West Texas known for its agricultural economy and small communities such as its county seat, Roby.
  • C. Blanco County, Texas
    Blanco County, Texas is a rural county in the Texas Hill Country known for its scenic landscapes, small-town communities, and outdoor recreation opportunities.
  • D. Gray County, Texas
    Gray County, Texas is a rural county in the Texas Panhandle known for its oil and gas industry, agriculture, and county seat of Pampa.
  • E. Parker County, Texas
    Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater 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: Frio County, Texas
Triple: [Uvalde County, Texas, borderedBy, Frio County, Texas]
Generated description
Frio County, Texas is a rural county in South Texas known for its agricultural economy and location within the San Antonio metropolitan area’s broader region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frio County, Texas
Target entity description: Frio County, Texas is a rural county in South Texas known for its agricultural economy and location within the San Antonio metropolitan area’s broader region.
  • A. Freestone County, Texas
    Freestone County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location between the Dallas–Fort Worth and Houston metropolitan areas.
  • B. Fisher County, Texas
    Fisher County, Texas is a sparsely populated rural county in West Texas known for its agricultural economy and small communities such as its county seat, Roby.
  • C. Blanco County, Texas
    Blanco County, Texas is a rural county in the Texas Hill Country known for its scenic landscapes, small-town communities, and outdoor recreation opportunities.
  • D. Gray County, Texas
    Gray County, Texas is a rural county in the Texas Panhandle known for its oil and gas industry, agriculture, and county seat of Pampa.
  • E. Parker County, Texas
    Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9871fc908190ad90e5b01b476b3f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfb6fb95008190af52d015903bca5c completed March 22, 2026, 9:31 a.m.
NEDg Description generation batch_69bfb77a5c9c819091a42db2d4bc9575 completed March 22, 2026, 9:33 a.m.
NED2 Entity disambiguation (via description) batch_69bfb7c53de081909b40adbdc5b23b24 completed March 22, 2026, 9:35 a.m.
Created at: March 8, 2026, 2:56 p.m.