Triple

T19610716
Position Surface form Disambiguated ID Type / Status
Subject LBJ Express E470721 entity
Predicate partOf P40 FINISHED
Object Texas highway system 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 highway system | Statement: [LBJ Express, partOf, Texas highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas highway system
Context triple: [LBJ Express, partOf, Texas highway system]
  • A. Texas state highways
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • B. Interstate Highways in Texas
    Interstate Highways in Texas are the federally designated, high-speed, limited-access roadways that form the core long-distance and urban freeway network across the state.
  • C. Texas farm-to-market road system
    The Texas farm-to-market road system is a statewide network of secondary roads designed to connect rural and agricultural areas to market towns and major highways.
  • D. Dallas–Fort Worth freeway network
    The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
  • E. Central Texas Turnpike System
    The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
  • 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 highway system
Target entity description: The Texas highway system is an extensive network of state-maintained roads and highways that connects cities, towns, and regions across the state, supporting major transportation, commerce, and travel.
  • A. Texas state highways chosen
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • B. Interstate Highways in Texas
    Interstate Highways in Texas are the federally designated, high-speed, limited-access roadways that form the core long-distance and urban freeway network across the state.
  • C. Texas farm-to-market road system
    The Texas farm-to-market road system is a statewide network of secondary roads designed to connect rural and agricultural areas to market towns and major highways.
  • D. Dallas–Fort Worth freeway network
    The Dallas–Fort Worth freeway network is an extensive, interconnected system of highways and expressways serving the Dallas–Fort Worth metropolitan area, one of the largest and most heavily traveled urban regions in Texas.
  • E. Central Texas Turnpike System
    The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
  • F. None of above.

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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640cb180c8190ba96ffb69c24e2e1 completed April 20, 2026, 3:05 p.m.
Created at: April 10, 2026, 1:43 p.m.