Triple
T16093498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
San Angelo Metropolitan Planning Organization
The San Angelo Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the San Angelo, Texas metropolitan area.
|
E1194995
|
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: San Angelo Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, San Angelo Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Angelo Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Texas, hasPart, San Angelo Metropolitan Planning Organization]
-
A.
San Angelo, Texas
San Angelo, Texas is a mid-sized West Texas city known as a regional economic and cultural hub, particularly for agriculture, ranching, and its historic downtown along the Concho River.
-
B.
McAllen–Edinburg–Mission metropolitan area
The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
-
C.
San Antonio River Authority
The San Antonio River Authority is a regional government agency responsible for managing, protecting, and enhancing the San Antonio River and its surrounding watershed in South Texas.
-
D.
San Antonio–New Braunfels metropolitan area
The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
-
E.
San Antonio District
The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
- 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: San Angelo Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Texas, hasPart, San Angelo Metropolitan Planning Organization]
Generated description
The San Angelo Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the San Angelo, Texas metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Angelo Metropolitan Planning Organization Target entity description: The San Angelo Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the San Angelo, Texas metropolitan area.
-
A.
San Angelo, Texas
San Angelo, Texas is a mid-sized West Texas city known as a regional economic and cultural hub, particularly for agriculture, ranching, and its historic downtown along the Concho River.
-
B.
McAllen–Edinburg–Mission metropolitan area
The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
-
C.
San Antonio River Authority
The San Antonio River Authority is a regional government agency responsible for managing, protecting, and enhancing the San Antonio River and its surrounding watershed in South Texas.
-
D.
San Antonio–New Braunfels metropolitan area
The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
-
E.
San Antonio District
The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
- 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.