Triple
T16093490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Harlingen-San Benito Metropolitan Planning Organization
The Harlingen-San Benito Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Harlingen–San Benito urbanized area in Texas.
|
E1194988
|
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: Harlingen-San Benito Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Harlingen-San Benito Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harlingen-San Benito Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Harlingen-San Benito Metropolitan Planning Organization]
-
A.
San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
-
B.
San Bernardino County Transportation Authority
The San Bernardino County Transportation Authority is the public agency responsible for planning, funding, and coordinating transportation projects and services across San Bernardino County in Southern California.
-
C.
Santa Barbara MTD
Santa Barbara MTD is the public bus transit agency serving Santa Barbara and surrounding communities in California.
-
D.
Otay Mesa Community Plan Area
Otay Mesa Community Plan Area is a designated planning district in the Otay Mesa region of San Diego that guides land use, development, and infrastructure decisions for the community.
-
E.
Madera metropolitan area
The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
- 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: Harlingen-San Benito Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Texas, hasPart, Harlingen-San Benito Metropolitan Planning Organization]
Generated description
The Harlingen-San Benito Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Harlingen–San Benito urbanized area in Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harlingen-San Benito Metropolitan Planning Organization Target entity description: The Harlingen-San Benito Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Harlingen–San Benito urbanized area in Texas.
-
A.
San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
-
B.
San Bernardino County Transportation Authority
The San Bernardino County Transportation Authority is the public agency responsible for planning, funding, and coordinating transportation projects and services across San Bernardino County in Southern California.
-
C.
Santa Barbara MTD
Santa Barbara MTD is the public bus transit agency serving Santa Barbara and surrounding communities in California.
-
D.
Otay Mesa Community Plan Area
Otay Mesa Community Plan Area is a designated planning district in the Otay Mesa region of San Diego that guides land use, development, and infrastructure decisions for the community.
-
E.
Madera metropolitan area
The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
- 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.