Triple

T14498744
Position Surface form Disambiguated ID Type / Status
Subject Upton County, Texas E359572 entity
Predicate road P9041 FINISHED
Object Texas State Highway 329
Texas State Highway 329 is a state-maintained roadway in West Texas that serves as an important regional connector through sparsely populated oil- and ranching-country counties.
 E1178699 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: Texas State Highway 329 | Statement: [Upton County, Texas, road, Texas State Highway 329]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 329
Context triple: [Upton County, Texas, road, Texas State Highway 329]
  • A. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • B. Texas State Highway 337
    Texas State Highway 337 is a scenic state highway in Texas known for winding through the Hill Country and offering popular routes for motorists and motorcyclists.
  • C. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • D. Texas State Highway 29
    Texas State Highway 29 is an east–west state highway in central Texas that runs through multiple counties and communities, serving as a key regional route connecting rural areas with larger towns and cities.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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: Texas State Highway 329
Triple: [Upton County, Texas, road, Texas State Highway 329]
Generated description
Texas State Highway 329 is a state-maintained roadway in West Texas that serves as an important regional connector through sparsely populated oil- and ranching-country counties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 329
Target entity description: Texas State Highway 329 is a state-maintained roadway in West Texas that serves as an important regional connector through sparsely populated oil- and ranching-country counties.
  • A. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • B. Texas State Highway 337
    Texas State Highway 337 is a scenic state highway in Texas known for winding through the Hill Country and offering popular routes for motorists and motorcyclists.
  • C. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • D. Texas State Highway 29
    Texas State Highway 29 is an east–west state highway in central Texas that runs through multiple counties and communities, serving as a key regional route connecting rural areas with larger towns and cities.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9311cc748190880c784f173b7f2b completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff99742618819083bba63ce9f27895 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9b3f6ef0819087ad4ffd2e85ec0e completed May 9, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff9bebae208190a3a2f76ae9893238 completed May 9, 2026, 8:41 p.m.
Created at: April 10, 2026, 1:21 a.m.