Triple

T6406016
Position Surface form Disambiguated ID Type / Status
Subject Shafter, Texas E127579 entity
Predicate county P75 FINISHED
Object Presidio County, Texas
Presidio County, Texas is a sparsely populated county in far West Texas along the U.S.–Mexico border, known for its desert landscapes, the town of Marfa, and its historic ranching and mining heritage.
 E643540 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: Presidio County, Texas | Statement: [Shafter, Texas, county, Presidio County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Presidio County, Texas
Context triple: [Shafter, Texas, county, Presidio County, Texas]
  • A. Nueces County, Texas
    Nueces County, Texas is a coastal county in South Texas that includes the city of Corpus Christi and serves as a regional hub for industry, healthcare, and maritime commerce along the Gulf of Mexico.
  • B. Navarro County, Texas
    Navarro County, Texas is a county in north-central Texas known for its seat in Corsicana and its location along major transportation routes between Dallas and Houston.
  • C. Nacogdoches County, Texas
    Nacogdoches County, Texas is a county in eastern Texas known for its historic city of Nacogdoches, often cited as the oldest town in the state.
  • D. Cameron County, Texas
    Cameron County, Texas is a county at the southern tip of Texas that includes part of the Gulf Coast and the U.S.–Mexico border, encompassing communities such as Brownsville and the area hosting SpaceX’s Starbase facility.
  • 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: Presidio County, Texas
Triple: [Shafter, Texas, county, Presidio County, Texas]
Generated description
Presidio County, Texas is a sparsely populated county in far West Texas along the U.S.–Mexico border, known for its desert landscapes, the town of Marfa, and its historic ranching and mining heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Presidio County, Texas
Target entity description: Presidio County, Texas is a sparsely populated county in far West Texas along the U.S.–Mexico border, known for its desert landscapes, the town of Marfa, and its historic ranching and mining heritage.
  • A. Nueces County, Texas
    Nueces County, Texas is a coastal county in South Texas that includes the city of Corpus Christi and serves as a regional hub for industry, healthcare, and maritime commerce along the Gulf of Mexico.
  • B. Navarro County, Texas
    Navarro County, Texas is a county in north-central Texas known for its seat in Corsicana and its location along major transportation routes between Dallas and Houston.
  • C. Nacogdoches County, Texas
    Nacogdoches County, Texas is a county in eastern Texas known for its historic city of Nacogdoches, often cited as the oldest town in the state.
  • D. Cameron County, Texas
    Cameron County, Texas is a county at the southern tip of Texas that includes part of the Gulf Coast and the U.S.–Mexico border, encompassing communities such as Brownsville and the area hosting SpaceX’s Starbase facility.
  • 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_69c0083723d88190b1e37b19df162c08 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068b22c74819092228010708aec6b completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a303b960819082981f0efbdce014 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a446c5088190908dd7b4cdc57f18 completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4fc9f788190b38437c6e91a5f8a completed March 28, 2026, 9:53 a.m.
Created at: March 22, 2026, 4:41 p.m.