Triple

T8985546
Position Surface form Disambiguated ID Type / Status
Subject Kingsville, Texas E214652 entity
Predicate transportation P230 FINISHED
Object U.S. Route 281 (nearby)
U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
E771408 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. Route 281 (nearby) | Statement: [Kingsville, Texas, transportation, U.S. Route 281 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 281 (nearby)
Context triple: [Kingsville, Texas, transportation, U.S. Route 281 (nearby)]
  • A. U.S. Route 231 (nearby)
    U.S. Route 231 is a major north–south United States highway running through several states in the central and southeastern U.S., providing regional connectivity for communities along its route.
  • B. U.S. Route 29 (nearby)
    U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
  • C. U.S. Route 71 (nearby)
    U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
  • D. U.S. Route 206 (nearby)
    U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
  • E. Interstate 210 (nearby)
    Interstate 210 is a major freeway in the Los Angeles metropolitan area that serves as a key east–west transportation corridor through the San Fernando Valley and beyond.
  • 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. Route 281 (nearby)
Triple: [Kingsville, Texas, transportation, U.S. Route 281 (nearby)]
Generated description
U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 281 (nearby)
Target entity description: U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas through the central U.S. to the Canadian border, serving as a key alternative to Interstate 35.
  • A. U.S. Route 231 (nearby)
    U.S. Route 231 is a major north–south United States highway running through several states in the central and southeastern U.S., providing regional connectivity for communities along its route.
  • B. U.S. Route 29 (nearby)
    U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
  • C. U.S. Route 71 (nearby)
    U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
  • D. U.S. Route 206 (nearby)
    U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
  • E. Interstate 210 (nearby)
    Interstate 210 is a major freeway in the Los Angeles metropolitan area that serves as a key east–west transportation corridor through the San Fernando Valley and beyond.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67eddbf08190afca16e0be435241 completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0bdb05c8190bb1fb5f0272a450a completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd25b98208190bbdfe0d8bd13e183 completed April 3, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_69cfd2ef0e788190843f270564add7a2 completed April 3, 2026, 2:47 p.m.
Created at: March 30, 2026, 7:03 p.m.