Triple
T16093493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Texas |
E390420
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Laredo Metropolitan Planning Organization
The Laredo Metropolitan Planning Organization is a regional transportation planning agency responsible for coordinating long-range transportation strategies and funding for the Laredo, Texas metropolitan area.
|
E1194991
|
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: Laredo Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Laredo Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laredo Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Laredo Metropolitan Planning Organization]
-
A.
Laredo, Texas
Laredo, Texas is a major city on the U.S.–Mexico border and a key international trade hub located along the Rio Grande in southern Texas.
-
B.
Laredo–Nuevo Laredo metropolitan area
The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
-
C.
Laredo
Laredo is a base-level trim of the Jeep Grand Cherokee SUV, offering essential features at a more affordable price point.
-
D.
Laredo
Laredo is a coastal town in northern Spain’s Cantabria region, known for its long sandy beaches and historic old quarter.
-
E.
Del Rio micropolitan area
The Del Rio micropolitan area is a small urban region in southwestern Texas centered on the city of Del Rio 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: Laredo Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Texas, hasPart, Laredo Metropolitan Planning Organization]
Generated description
The Laredo Metropolitan Planning Organization is a regional transportation planning agency responsible for coordinating long-range transportation strategies and funding for the Laredo, Texas metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laredo Metropolitan Planning Organization Target entity description: The Laredo Metropolitan Planning Organization is a regional transportation planning agency responsible for coordinating long-range transportation strategies and funding for the Laredo, Texas metropolitan area.
-
A.
Laredo, Texas
Laredo, Texas is a major city on the U.S.–Mexico border and a key international trade hub located along the Rio Grande in southern Texas.
-
B.
Laredo–Nuevo Laredo metropolitan area
The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
-
C.
Laredo
Laredo is a base-level trim of the Jeep Grand Cherokee SUV, offering essential features at a more affordable price point.
-
D.
Laredo
Laredo is a coastal town in northern Spain’s Cantabria region, known for its long sandy beaches and historic old quarter.
-
E.
Del Rio micropolitan area
The Del Rio micropolitan area is a small urban region in southwestern Texas centered on the city of Del Rio 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_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.