Triple

T16093491
Position Surface form Disambiguated ID Type / Status
Subject Metropolitan Planning Organizations in Texas E390420 entity
Predicate hasPart P35 FINISHED
Object Houston-Galveston Area Council Metropolitan Planning Organization
The Houston-Galveston Area Council Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the greater Houston-Galveston metropolitan area in Texas.
E1194989 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: Houston-Galveston Area Council Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Houston-Galveston Area Council Metropolitan Planning Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Houston-Galveston Area Council Metropolitan Planning Organization
Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Houston-Galveston Area Council Metropolitan Planning Organization]
  • A. Texas Association of Regional Councils
    The Texas Association of Regional Councils is a statewide organization that represents and supports Texas’ regional planning commissions and councils of governments in areas such as regional planning, service coordination, and intergovernmental cooperation.
  • B. Metropolitan Transit Authority of Harris County
    The Metropolitan Transit Authority of Harris County is the public transportation agency serving the Houston, Texas metropolitan area, providing bus, light rail, and paratransit services.
  • C. Brazos Valley Council of Governments
    The Brazos Valley Council of Governments is a regional planning and coordination agency that provides shared services, support, and policy guidance to local governments across the Brazos Valley area in Texas.
  • D. Central Texas Regional Mobility Authority
    The Central Texas Regional Mobility Authority is an independent government agency that plans, finances, and operates toll roads and other transportation infrastructure in the Central Texas region.
  • E. 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.
  • 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: Houston-Galveston Area Council Metropolitan Planning Organization
Triple: [Metropolitan Planning Organizations in Texas, hasPart, Houston-Galveston Area Council Metropolitan Planning Organization]
Generated description
The Houston-Galveston Area Council Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the greater Houston-Galveston metropolitan area in Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Houston-Galveston Area Council Metropolitan Planning Organization
Target entity description: The Houston-Galveston Area Council Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the greater Houston-Galveston metropolitan area in Texas.
  • A. Texas Association of Regional Councils
    The Texas Association of Regional Councils is a statewide organization that represents and supports Texas’ regional planning commissions and councils of governments in areas such as regional planning, service coordination, and intergovernmental cooperation.
  • B. Metropolitan Transit Authority of Harris County
    The Metropolitan Transit Authority of Harris County is the public transportation agency serving the Houston, Texas metropolitan area, providing bus, light rail, and paratransit services.
  • C. Brazos Valley Council of Governments
    The Brazos Valley Council of Governments is a regional planning and coordination agency that provides shared services, support, and policy guidance to local governments across the Brazos Valley area in Texas.
  • D. Central Texas Regional Mobility Authority
    The Central Texas Regional Mobility Authority is an independent government agency that plans, finances, and operates toll roads and other transportation infrastructure in the Central Texas region.
  • E. 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.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858ed09881909bde122971d95753 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.