Triple

T19650782
Position Surface form Disambiguated ID Type / Status
Subject Wilson County, Texas E471807 entity
Predicate hasHighway P385 FINISHED
Object Texas State Highway 97
Texas State Highway 97 is a state highway in Texas that runs across several South Texas counties, connecting rural communities and regional highways.
 E1448465 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 97 | Statement: [Wilson County, Texas, hasHighway, Texas State Highway 97]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 97
Context triple: [Wilson County, Texas, hasHighway, Texas State Highway 97]
  • A. Texas State Highway 95
    Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
  • B. Texas State Highway 92
    Texas State Highway 92 is a state-maintained roadway in Texas that serves as a regional connector route through rural communities, including parts of Jones County.
  • C. Texas State Highway 99
    Texas State Highway 99, commonly known as the Grand Parkway, is a large partial beltway encircling the Greater Houston area and serving as a major regional freeway.
  • D. 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.
  • E. 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.
  • 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 97
Triple: [Wilson County, Texas, hasHighway, Texas State Highway 97]
Generated description
Texas State Highway 97 is a state highway in Texas that runs across several South Texas counties, connecting rural communities and regional highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 97
Target entity description: Texas State Highway 97 is a state highway in Texas that runs across several South Texas counties, connecting rural communities and regional highways.
  • A. Texas State Highway 95
    Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
  • B. Texas State Highway 92
    Texas State Highway 92 is a state-maintained roadway in Texas that serves as a regional connector route through rural communities, including parts of Jones County.
  • C. Texas State Highway 99
    Texas State Highway 99, commonly known as the Grand Parkway, is a large partial beltway encircling the Greater Houston area and serving as a major regional freeway.
  • D. 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.
  • E. 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.
  • 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e641286bbc8190886f309de13063bf completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e81e54d4819099def0167ac64e26 completed May 16, 2026, 9:56 p.m.
NEDg Description generation batch_6a08e8fc1d6c819083f06debaa3bec24 completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e98a594c8190b3a2d9ae7e3af4f7 completed May 16, 2026, 10:02 p.m.
Created at: April 10, 2026, 1:44 p.m.