Triple

T16638120
Position Surface form Disambiguated ID Type / Status
Subject Belton, Texas E404260 entity
Predicate hasHighway P385 FINISHED
Object Texas State Highway 317
Texas State Highway 317 is a state highway in central Texas that runs north–south through Belton and connects several communities in the region.
 E1315634 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 317 | Statement: [Belton, Texas, hasHighway, Texas State Highway 317]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 317
Context triple: [Belton, Texas, hasHighway, Texas State Highway 317]
  • A. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • B. Texas State Highway 315
    Texas State Highway 315 is a state-maintained roadway in East Texas that connects several rural communities and regional routes within and around Rusk County.
  • C. 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.
  • D. Texas State Highway 36
    Texas State Highway 36 is a state highway in Texas that runs from the Gulf Coast inland through numerous towns and rural areas, serving as an important regional transportation route.
  • E. Texas State Highway 341
    Texas State Highway 341 is a short state highway in Texas that serves as a local connector route in and around Westworth Village in the Fort Worth area.
  • 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 317
Triple: [Belton, Texas, hasHighway, Texas State Highway 317]
Generated description
Texas State Highway 317 is a state highway in central Texas that runs north–south through Belton and connects several communities in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 317
Target entity description: Texas State Highway 317 is a state highway in central Texas that runs north–south through Belton and connects several communities in the region.
  • A. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • B. Texas State Highway 315
    Texas State Highway 315 is a state-maintained roadway in East Texas that connects several rural communities and regional routes within and around Rusk County.
  • C. 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.
  • D. Texas State Highway 36
    Texas State Highway 36 is a state highway in Texas that runs from the Gulf Coast inland through numerous towns and rural areas, serving as an important regional transportation route.
  • E. Texas State Highway 341
    Texas State Highway 341 is a short state highway in Texas that serves as a local connector route in and around Westworth Village in the Fort Worth area.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378eb07388190a10e896bae7f098e completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3daaa6c819093420d0a4dc97a5a completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b5109b108190a3dea7e6f44a060f completed May 12, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03b65c8d5c819080b8b6b95aea8a35 completed May 12, 2026, 11:23 p.m.
Created at: April 10, 2026, 5:18 a.m.