Triple

T9320010
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 380 E224225 entity
Predicate passesThrough P225 FINISHED
Object Brownfield, Texas
Brownfield, Texas is a small West Texas city in Terry County known for its agriculture, particularly cotton and peanut farming, and its location within the South Plains region.
 E797603 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: Brownfield, Texas | Statement: [U.S. Route 380, passesThrough, Brownfield, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brownfield, Texas
Context triple: [U.S. Route 380, passesThrough, Brownfield, Texas]
  • A. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • B. Brownsboro, Texas
    Brownsboro, Texas is a small rural city in East Texas known for its close-knit community and location within the Tyler metropolitan area.
  • C. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • D. Bryan, Texas
    Bryan, Texas is a mid-sized city in the Brazos Valley region of East-Central Texas, known for its close association with neighboring College Station and the Texas A&M University community.
  • E. El Campo, Texas
    El Campo, Texas is a small city in Wharton County known for its agricultural roots and location within the greater Houston metropolitan 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: Brownfield, Texas
Triple: [U.S. Route 380, passesThrough, Brownfield, Texas]
Generated description
Brownfield, Texas is a small West Texas city in Terry County known for its agriculture, particularly cotton and peanut farming, and its location within the South Plains region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brownfield, Texas
Target entity description: Brownfield, Texas is a small West Texas city in Terry County known for its agriculture, particularly cotton and peanut farming, and its location within the South Plains region.
  • A. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • B. Brownsboro, Texas
    Brownsboro, Texas is a small rural city in East Texas known for its close-knit community and location within the Tyler metropolitan area.
  • C. Weatherford, Texas
    Weatherford, Texas is a historic North Texas city in the Dallas–Fort Worth metropolitan area known for its Western heritage, peach industry, and small-town charm.
  • D. Bryan, Texas
    Bryan, Texas is a mid-sized city in the Brazos Valley region of East-Central Texas, known for its close association with neighboring College Station and the Texas A&M University community.
  • E. El Campo, Texas
    El Campo, Texas is a small city in Wharton County known for its agricultural roots and location within the greater Houston metropolitan 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_69ca8426d48481909596360f7791c7dd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd358dcb4c81909e00bfb58a6dda3f completed April 1, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107836c64819099d8f0f73e9b1a4c completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d107f9667c81908267e74f7f79b939 completed April 4, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69d1090d310c8190b2b8757dc3428b45 completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:38 p.m.