Triple

T12167078
Position Surface form Disambiguated ID Type / Status
Subject Lingleville, Texas E289860 entity
Predicate locatedOnHighway P385 FINISHED
Object Texas State Highway 8
Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
 E1084341 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 8 | Statement: [Lingleville, Texas, locatedOnHighway, Texas State Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 8
Context triple: [Lingleville, Texas, locatedOnHighway, Texas State Highway 8]
  • A. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • B. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • C. 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.
  • D. 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.
  • E. Texas State Highway 48
    Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron 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 8
Triple: [Lingleville, Texas, locatedOnHighway, Texas State Highway 8]
Generated description
Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 8
Target entity description: Texas State Highway 8 is a state highway in Texas that runs through several rural communities in the northeastern part of the state, serving as a regional connector route.
  • A. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • B. Texas State Highway 5
    Texas State Highway 5 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas communities.
  • C. 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.
  • D. 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.
  • E. Texas State Highway 48
    Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d85c088190a74fb7590877659b completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7c93f048190a755addc0922064b completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd0698d8548190a0f79f1d34aae6fe completed May 7, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69fd06efebf88190baee5f42b6da605b completed May 7, 2026, 9:41 p.m.
Created at: April 8, 2026, 9:50 p.m.