Triple

T11421579
Position Surface form Disambiguated ID Type / Status
Subject Bastrop County, Texas E270633 entity
Predicate majorHighway P385 FINISHED
Object 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.
 E957481 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 95 | Statement: [Bastrop County, Texas, majorHighway, Texas State Highway 95]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 95
Context triple: [Bastrop County, Texas, majorHighway, Texas State Highway 95]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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 95
Triple: [Bastrop County, Texas, majorHighway, Texas State Highway 95]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 95
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801b357e88190ace56d36a945688f completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f470faab4c8190ac9091713080dc7a completed May 1, 2026, 9:23 a.m.
NEDg Description generation batch_69f47b755f808190acb2fb31473d2405 completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47d8bbae8819088d48b300291ef74 completed May 1, 2026, 10:16 a.m.
Created at: April 8, 2026, 9:34 p.m.