Triple

T17860633
Position Surface form Disambiguated ID Type / Status
Subject Montague County, Texas E446060 entity
Predicate hasHighway P385 FINISHED
Object Texas State Highway 148
Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
E1377701 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 148 | Statement: [Montague County, Texas, hasHighway, Texas State Highway 148]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 148
Context triple: [Montague County, Texas, hasHighway, Texas State Highway 148]
  • A. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • B. Texas State Highway 142
    Texas State Highway 142 is a short state highway in central Texas that connects the cities of San Marcos and Lockhart, serving as an important regional route in Caldwell and Hays counties.
  • C. Texas State Highway 146
    Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
  • D. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • E. Texas State Highway 154
    Texas State Highway 154 is a state-maintained roadway in Texas that runs across several counties in the northeastern part of the state, connecting multiple towns and regional routes.
  • 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 148
Triple: [Montague County, Texas, hasHighway, Texas State Highway 148]
Generated description
Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 148
Target entity description: Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
  • A. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • B. Texas State Highway 142
    Texas State Highway 142 is a short state highway in central Texas that connects the cities of San Marcos and Lockhart, serving as an important regional route in Caldwell and Hays counties.
  • C. Texas State Highway 146
    Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
  • D. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • E. Texas State Highway 154
    Texas State Highway 154 is a state-maintained roadway in Texas that runs across several counties in the northeastern part of the state, connecting multiple towns and regional routes.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4979013dc8190beb7718f0ba92bc3 completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0740384d7c819090bbbacf685999b6 completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a0740e72ad48190a98124f59d3e33b6 completed May 15, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_6a07416b52888190aa6b2a251b407abd completed May 15, 2026, 3:53 p.m.
Created at: April 10, 2026, 10:17 a.m.