Triple
T16093495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Lubbock Metropolitan Planning Organization
The Lubbock Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Lubbock, Texas metropolitan area.
|
E1194993
|
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: Lubbock Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Lubbock Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lubbock Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Lubbock Metropolitan Planning Organization]
-
A.
Lubbock City Council
The Lubbock City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Lubbock, Texas.
-
B.
North Central Texas Council of Governments
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
-
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.
Denton County Transportation Authority
Denton County Transportation Authority is a regional public transit agency in North Texas that operates bus and rail services primarily within Denton County and connects to the broader Dallas–Fort Worth transportation network.
-
E.
Lubbock
Lubbock is a major city in northwest Texas known for its role as an agricultural, educational, and economic hub of the region.
- 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: Lubbock Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Texas, hasPart, Lubbock Metropolitan Planning Organization]
Generated description
The Lubbock Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Lubbock, Texas metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lubbock Metropolitan Planning Organization Target entity description: The Lubbock Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Lubbock, Texas metropolitan area.
-
A.
Lubbock City Council
The Lubbock City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Lubbock, Texas.
-
B.
North Central Texas Council of Governments
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
-
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.
Denton County Transportation Authority
Denton County Transportation Authority is a regional public transit agency in North Texas that operates bus and rail services primarily within Denton County and connects to the broader Dallas–Fort Worth transportation network.
-
E.
Lubbock
Lubbock is a major city in northwest Texas known for its role as an agricultural, educational, and economic hub of the region.
- 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_69e1859196808190ae30b4f7c1641eed |
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.