Triple

T5264830
Position Surface form Disambiguated ID Type / Status
Subject Sherman–Denison metropolitan area E118912 entity
Predicate hasTransportation P105 FINISHED
Object Texas State Highway 91
Texas State Highway 91 is a state highway in North Texas that serves as a key north–south route connecting the cities of Sherman and Denison and providing access toward the Oklahoma border.
 E514759 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 91 | Statement: [Sherman–Denison metropolitan area, hasTransportation, Texas State Highway 91]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 91
Context triple: [Sherman–Denison metropolitan area, hasTransportation, Texas State Highway 91]
  • A. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • B. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • C. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • D. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • E. Texas State Highway 59
    Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
  • 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 91
Triple: [Sherman–Denison metropolitan area, hasTransportation, Texas State Highway 91]
Generated description
Texas State Highway 91 is a state highway in North Texas that serves as a key north–south route connecting the cities of Sherman and Denison and providing access toward the Oklahoma border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 91
Target entity description: Texas State Highway 91 is a state highway in North Texas that serves as a key north–south route connecting the cities of Sherman and Denison and providing access toward the Oklahoma border.
  • A. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • B. Texas State Highway 51
    Texas State Highway 51 is a state-maintained roadway in Texas that serves as a regional connector route, facilitating local and through traffic in Cooke County and surrounding areas.
  • C. Texas State Highway 19
    Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
  • D. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • E. Texas State Highway 59
    Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
  • 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_69bd446a42c88190b7ecbef006561d55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bd4a9888190a79ef8e64c764f86 completed March 20, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf290430a08190bf4f00a558d5a1fa completed March 21, 2026, 11:25 p.m.
NEDg Description generation batch_69bf29886f00819096639d721a4a5d80 completed March 21, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf29e25d80819094f03f02234c357b completed March 21, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:51 p.m.