Triple

T397853
Position Surface form Disambiguated ID Type / Status
Subject Dallas–Fort Worth metroplex E9212 entity
Predicate hasMajorHighway P385 FINISHED
Object Chisholm Trail Parkway
Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
E55069 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: Chisholm Trail Parkway | Statement: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chisholm Trail Parkway
Context triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
  • A. Katy Trail
    Katy Trail is a popular urban hike-and-bike trail in Dallas, Texas, converted from an old railroad line and known for jogging, cycling, and connecting several city neighborhoods.
  • B. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • C. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • D. Interstate 40
    Interstate 40 is a major east–west transcontinental highway in the United States that stretches from California to North Carolina, passing through several key cities and states.
  • E. North County Trailway
    North County Trailway is a paved multi-use rail trail in Westchester County, New York, popular for walking, running, and cycling along a former railroad corridor.
  • 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: Chisholm Trail Parkway
Triple: [Dallas–Fort Worth metroplex, hasMajorHighway, Chisholm Trail Parkway]
Generated description
Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chisholm Trail Parkway
Target entity description: Chisholm Trail Parkway is a major toll road in the Dallas–Fort Worth area that connects downtown Fort Worth to suburbs to the southwest, improving regional traffic flow and access.
  • A. Katy Trail
    Katy Trail is a popular urban hike-and-bike trail in Dallas, Texas, converted from an old railroad line and known for jogging, cycling, and connecting several city neighborhoods.
  • B. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • C. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • D. Interstate 40
    Interstate 40 is a major east–west transcontinental highway in the United States that stretches from California to North Carolina, passing through several key cities and states.
  • E. North County Trailway
    North County Trailway is a paved multi-use rail trail in Westchester County, New York, popular for walking, running, and cycling along a former railroad corridor.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ec8bcf708190b62e15806159ceb1 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43667f180819099661c2cc5d8b188 completed March 1, 2026, 12:51 p.m.
NEDg Description generation batch_69a436e9fc9081909faf007c593e9537 completed March 1, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69a43755152881909a4dfa8b31a0aad6 completed March 1, 2026, 12:55 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.