Triple
T22112887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sun Shuttle |
E546460
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Regional Transportation Authority of Pima County
The Regional Transportation Authority of Pima County is the public agency that plans, funds, and oversees regional transit services and transportation improvements in Pima County, Arizona.
|
E1520477
|
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: Regional Transportation Authority of Pima County | Statement: [Sun Shuttle, operatedBy, Regional Transportation Authority of Pima County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Transportation Authority of Pima County Context triple: [Sun Shuttle, operatedBy, Regional Transportation Authority of Pima County]
-
A.
Maricopa Association of Governments
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
-
B.
Valley Metro
Valley Metro is the regional public transportation system serving the Phoenix metropolitan area, operating bus, light rail, and paratransit services.
-
C.
City of Phoenix Public Transit Department
The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
-
D.
Antelope Valley Transit Authority
Antelope Valley Transit Authority is a public transportation agency serving the Antelope Valley region of northern Los Angeles County, including cities such as Palmdale and Lancaster, with local and commuter bus services.
-
E.
Eagle County Regional Transportation Authority
Eagle County Regional Transportation Authority is a public transit agency that operates bus and transportation services throughout Eagle County, Colorado.
- 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: Regional Transportation Authority of Pima County Triple: [Sun Shuttle, operatedBy, Regional Transportation Authority of Pima County]
Generated description
The Regional Transportation Authority of Pima County is the public agency that plans, funds, and oversees regional transit services and transportation improvements in Pima County, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Transportation Authority of Pima County Target entity description: The Regional Transportation Authority of Pima County is the public agency that plans, funds, and oversees regional transit services and transportation improvements in Pima County, Arizona.
-
A.
Maricopa Association of Governments
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
-
B.
Valley Metro
Valley Metro is the regional public transportation system serving the Phoenix metropolitan area, operating bus, light rail, and paratransit services.
-
C.
City of Phoenix Public Transit Department
The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
-
D.
Antelope Valley Transit Authority
Antelope Valley Transit Authority is a public transportation agency serving the Antelope Valley region of northern Los Angeles County, including cities such as Palmdale and Lancaster, with local and commuter bus services.
-
E.
Eagle County Regional Transportation Authority
Eagle County Regional Transportation Authority is a public transit agency that operates bus and transportation services throughout Eagle County, Colorado.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294ae7608190901745384a023bab |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f19799c81909e736a0f19071297 |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a9345653c8190b4ae4eaed3082997 |
completed | May 18, 2026, 4:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93bcb82081908e7e6ff841c2cd8c |
completed | May 18, 2026, 4:21 a.m. |
Created at: April 16, 2026, 8:31 p.m.