Triple

T20454420
Position Surface form Disambiguated ID Type / Status
Subject Loop 323 (Tyler) E501736 entity
Predicate isNumberedBy P37553 FINISHED
Object Texas Department of Transportation — NE NERFINISHED

How this triple was built (2 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 Department of Transportation | Statement: [Loop 323 (Tyler), isNumberedBy, Texas Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas Department of Transportation
Context triple: [Loop 323 (Tyler), isNumberedBy, Texas Department of Transportation]
  • A. Texas Department of Transportation chosen
    The Texas Department of Transportation is the state agency responsible for planning, building, and maintaining Texas’s highway system and other key transportation infrastructure.
  • B. Texas Transportation Commission
    The Texas Transportation Commission is the governing body that oversees the planning, funding, and policy direction of the statewide transportation system in Texas.
  • C. North Texas Tollway Authority
    The North Texas Tollway Authority is a regional agency responsible for developing, operating, and maintaining toll roads and related transportation infrastructure in the North Texas area.
  • D. Oklahoma Department of Transportation
    The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • E. Tennessee Department of Transportation
    The Tennessee Department of Transportation is the state agency responsible for planning, building, and maintaining Tennessee’s highway and transportation infrastructure.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
Created at: April 16, 2026, 11:32 a.m.