Triple

T12049938
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 45 E286888 entity
Predicate partOfNetwork P840 FINISHED
Object 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.
E962332 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: Central Texas Turnpike System | Statement: [Texas State Highway 45, partOfNetwork, Central Texas Turnpike System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Texas Turnpike System
Context triple: [Texas State Highway 45, partOfNetwork, Central Texas Turnpike System]
  • A. Oklahoma Turnpike System
    The Oklahoma Turnpike System is a network of toll highways across the state of Oklahoma, managed by the Oklahoma Turnpike Authority to provide high-speed transportation routes connecting major cities and regions.
  • B. 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.
  • C. Texas State Highway Loop 1
    Texas State Highway Loop 1, commonly known as MoPac Expressway, is a major north–south freeway in the Austin, Texas metropolitan area that serves as a key commuter and regional traffic corridor.
  • D. Dallas North Tollway
    Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
  • E. SH 71 Toll (Austin–Bergstrom Expressway)
    SH 71 Toll (Austin–Bergstrom Expressway) is a tolled freeway facility in Austin, Texas, providing high-speed access between the city and Austin–Bergstrom International Airport along State Highway 71.
  • 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: Central Texas Turnpike System
Triple: [Texas State Highway 45, partOfNetwork, Central Texas Turnpike System]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Texas Turnpike System
Target entity description: 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.
  • A. Oklahoma Turnpike System
    The Oklahoma Turnpike System is a network of toll highways across the state of Oklahoma, managed by the Oklahoma Turnpike Authority to provide high-speed transportation routes connecting major cities and regions.
  • B. 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.
  • C. Texas State Highway Loop 1
    Texas State Highway Loop 1, commonly known as MoPac Expressway, is a major north–south freeway in the Austin, Texas metropolitan area that serves as a key commuter and regional traffic corridor.
  • D. Dallas North Tollway
    Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
  • E. SH 71 Toll (Austin–Bergstrom Expressway)
    SH 71 Toll (Austin–Bergstrom Expressway) is a tolled freeway facility in Austin, Texas, providing high-speed access between the city and Austin–Bergstrom International Airport along State Highway 71.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904227958819084dbd5eb2566c735 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49dd140a48190844f64c228e6367a completed May 1, 2026, 12:34 p.m.
NEDg Description generation batch_69f53d95d4fc8190b5f4e460646bec2a completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564ed64008190bfbeaf0991a7c2b8 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.