Triple
T16093499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Texarkana Metropolitan Planning Organization
The Texarkana Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Texarkana metropolitan area in Texas.
|
E1194996
|
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: Texarkana Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Texarkana Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Texarkana Metropolitan Planning Organization]
-
A.
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.
-
B.
Texarkana metropolitan area
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Texarkana Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Texas, hasPart, Texarkana Metropolitan Planning Organization]
Generated description
The Texarkana Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Texarkana metropolitan area in Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texarkana Metropolitan Planning Organization Target entity description: The Texarkana Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Texarkana metropolitan area in Texas.
-
A.
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.
-
B.
Texarkana metropolitan area
The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
-
C.
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.
-
D.
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.
-
E.
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.
- 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.