Triple

T2803530
Position Surface form Disambiguated ID Type / Status
Subject Texas's 19th congressional district E53998 entity
Predicate contains P35 FINISHED
Object Midland County, Texas
Midland County, Texas is a West Texas county centered around the city of Midland, known for its pivotal role in the Permian Basin oil industry and its strong ties to the region’s energy-driven economy.
E525820 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: Midland County, Texas | Statement: [Texas's 19th congressional district, contains, Midland County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Midland County, Texas
Context triple: [Texas's 19th congressional district, contains, Midland County, Texas]
  • A. Mitchell County, Texas
    Mitchell County, Texas is a rural county in West Texas known for its ranching, oil and gas production, and its county seat, Colorado City.
  • B. 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.
  • 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. 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.
  • E. Sabine County, Texas
    Sabine County, Texas is a small, rural county in eastern Texas known for its forests, lakes, and location along the Louisiana border.
  • 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: Midland County, Texas
Triple: [Texas's 19th congressional district, contains, Midland County, Texas]
Generated description
Midland County, Texas is a West Texas county centered around the city of Midland, known for its pivotal role in the Permian Basin oil industry and its strong ties to the region’s energy-driven economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Midland County, Texas
Target entity description: Midland County, Texas is a West Texas county centered around the city of Midland, known for its pivotal role in the Permian Basin oil industry and its strong ties to the region’s energy-driven economy.
  • A. Mitchell County, Texas
    Mitchell County, Texas is a rural county in West Texas known for its ranching, oil and gas production, and its county seat, Colorado City.
  • B. 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.
  • 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. 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.
  • E. Sabine County, Texas
    Sabine County, Texas is a small, rural county in eastern Texas known for its forests, lakes, and location along the Louisiana border.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde1409148190a06a401185a26b64 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf9f4cba048190afe8aa775fa81e5a completed March 22, 2026, 7:50 a.m.
NEDg Description generation batch_69bf9f81dd5081909fda4f4e4d0528d2 completed March 22, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69bfa039df908190b689e4f967c9908e completed March 22, 2026, 7:54 a.m.
Created at: March 6, 2026, 9:59 p.m.