Triple

T1035890
Position Surface form Disambiguated ID Type / Status
Subject Kaufman County, Texas E22359 entity
Predicate majorHighway P385 FINISHED
Object U.S. Highway 175
U.S. Highway 175 is a U.S. highway in Texas that runs southeast from Dallas through several counties and communities toward Jacksonville, serving as a key regional transportation corridor.
E623540 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: U.S. Highway 175 | Statement: [Kaufman County, Texas, majorHighway, U.S. Highway 175]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 175
Context triple: [Kaufman County, Texas, majorHighway, U.S. Highway 175]
  • A. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • B. U.S. Route 190
    U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
  • C. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • D. U.S. Route 85
    U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
  • E. U.S. Route 275
    U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
  • 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: U.S. Highway 175
Triple: [Kaufman County, Texas, majorHighway, U.S. Highway 175]
Generated description
U.S. Highway 175 is a U.S. highway in Texas that runs southeast from Dallas through several counties and communities toward Jacksonville, serving as a key regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 175
Target entity description: U.S. Highway 175 is a U.S. highway in Texas that runs southeast from Dallas through several counties and communities toward Jacksonville, serving as a key regional transportation corridor.
  • A. U.S. Route 167
    U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
  • B. U.S. Route 190
    U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
  • C. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • D. U.S. Route 85
    U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
  • E. U.S. Route 275
    U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b816272c8190a12e470c4d4ebcf9 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72f5aca208190824a611c784ab1a1 completed March 28, 2026, 1:31 a.m.
NEDg Description generation batch_69c732492ec48190a91013d9a0ff0543 completed March 28, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69c732b9fa3c81909af77d3546917222 completed March 28, 2026, 1:45 a.m.
Created at: March 1, 2026, 7:41 p.m.