Triple

T16670908
Position Surface form Disambiguated ID Type / Status
Subject Gilmer, Texas E405101 entity
Predicate roadAccess P385 FINISHED
Object Texas State Highway 154 — NE NERFINISHED

How this triple was built (3 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 154 | Statement: [Gilmer, Texas, roadAccess, Texas State Highway 154]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 154
Context triple: [Gilmer, Texas, roadAccess, Texas State Highway 154]
  • A. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • B. 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.
  • C. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 154
Target entity description: 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.
  • A. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • B. 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.
  • C. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca079ec819090b356c86a9241cc completed April 18, 2026, 12:44 p.m.
Created at: April 10, 2026, 5:18 a.m.