Triple

T4862712
Position Surface form Disambiguated ID Type / Status
Subject Houston METRO bus network E108697 entity
Predicate primaryHub P394 FINISHED
Object Westchase Park & Ride
Westchase Park & Ride is a major commuter transit facility in Houston, Texas, serving as a key hub for METRO bus services connecting the Westchase area with other parts of the city.
E474551 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: Westchase Park & Ride | Statement: [Houston METRO bus network, primaryHub, Westchase Park & Ride]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Westchase Park & Ride
Context triple: [Houston METRO bus network, primaryHub, Westchase Park & Ride]
  • A. Trumpington Park and Ride
    Trumpington Park and Ride is a major park-and-ride facility on the southern edge of Cambridge, providing car parking and frequent bus links into the city and surrounding areas.
  • B. Westpark
    Westpark is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • C. Cross Park
    Cross Park is a public recreational park located in the city of Gladstone, Oregon.
  • D. Fountain Place
    Fountain Place is a distinctive, prism-shaped modernist skyscraper in Dallas known for its striking green glass façade and surrounding water features.
  • E. Pinto Travel Plaza
    Pinto Travel Plaza is a highway service area in West Virginia that provides fuel, food, and rest facilities to motorists traveling along the West Virginia Turnpike.
  • 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: Westchase Park & Ride
Triple: [Houston METRO bus network, primaryHub, Westchase Park & Ride]
Generated description
Westchase Park & Ride is a major commuter transit facility in Houston, Texas, serving as a key hub for METRO bus services connecting the Westchase area with other parts of the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Westchase Park & Ride
Target entity description: Westchase Park & Ride is a major commuter transit facility in Houston, Texas, serving as a key hub for METRO bus services connecting the Westchase area with other parts of the city.
  • A. Trumpington Park and Ride
    Trumpington Park and Ride is a major park-and-ride facility on the southern edge of Cambridge, providing car parking and frequent bus links into the city and surrounding areas.
  • B. Westpark
    Westpark is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • C. Cross Park
    Cross Park is a public recreational park located in the city of Gladstone, Oregon.
  • D. Fountain Place
    Fountain Place is a distinctive, prism-shaped modernist skyscraper in Dallas known for its striking green glass façade and surrounding water features.
  • E. Pinto Travel Plaza
    Pinto Travel Plaza is a highway service area in West Virginia that provides fuel, food, and rest facilities to motorists traveling along the West Virginia Turnpike.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d60e47c819094b5fbe883db4c15 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf921cc8190a092bb69c1981890 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e833ca88190b89dda5cafb180fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eed97a08190afd99a0700f1f4c7 completed March 21, 2026, 9:03 a.m.
Created at: March 20, 2026, 1:26 p.m.