Triple
T16966666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State Highway 99 (Grand Parkway) |
E411555
|
entity |
| Predicate | metropolitanPlanningOrganization |
P74127
|
FINISHED |
| Object | Houston-Galveston Area Council |
E312218
|
NE FINISHED |
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: Houston-Galveston Area Council | Statement: [State Highway 99 (Grand Parkway), metropolitanPlanningOrganization, Houston-Galveston Area Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Houston-Galveston Area Council Context triple: [State Highway 99 (Grand Parkway), metropolitanPlanningOrganization, Houston-Galveston Area Council]
-
A.
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.
-
B.
Houston–Galveston Area Council
chosen
The Houston–Galveston Area Council is a regional planning and coordination agency that brings together local governments in the greater Houston area to address transportation, environmental, economic development, and other intergovernmental issues.
-
C.
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.
-
D.
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.
-
E.
Harris County Flood Control District
The Harris County Flood Control District is a governmental agency in Texas responsible for planning, implementing, and maintaining flood damage reduction projects and infrastructure throughout Harris County.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: metropolitanPlanningOrganization Context triple: [State Highway 99 (Grand Parkway), metropolitanPlanningOrganization, Houston-Galveston Area Council]
-
A.
hasMetropolitanPlanningAuthority
Indicates that an entity is under the jurisdiction or oversight of a specific metropolitan planning authority responsible for regional planning and development decisions.
-
B.
cityOfPlanning
Indicates the city where the planning or design activities for something (e.g., a project, event, or development) are carried out.
-
C.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
-
D.
urbanPlanningBody
chosen
Indicates that an entity serves as an official organization responsible for planning, regulating, or managing urban development and land use.
-
E.
metropolitan
Indicates that a location is part of, belongs to, or lies within a specified metropolitan (urban) area.
- F. None of above.
Provenance (4 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a548b48190b87468630f3e3209 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| PD | Predicate disambiguation | batch_69e35d4dff4881909b384e30f2d36bff |
completed | April 18, 2026, 10:30 a.m. |
Created at: April 10, 2026, 5:31 a.m.