Triple
T22293953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Catalina Highway |
E551068
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
Pima County Department of Transportation
The Pima County Department of Transportation is the local government agency responsible for planning, building, and maintaining the public road and transportation infrastructure throughout Pima County, Arizona.
|
E1530318
|
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: Pima County Department of Transportation | Statement: [Catalina Highway, managedBy, Pima County Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pima County Department of Transportation Context triple: [Catalina Highway, managedBy, Pima County Department of Transportation]
-
A.
Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
-
B.
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.
-
C.
Arizona Department of Transportation
The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
-
D.
Ventura County Transportation Commission
Ventura County Transportation Commission is a regional transportation planning and funding agency in Ventura County, California, responsible for coordinating and overseeing public transit, rail, and highway programs.
-
E.
Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
- 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: Pima County Department of Transportation Triple: [Catalina Highway, managedBy, Pima County Department of Transportation]
Generated description
The Pima County Department of Transportation is the local government agency responsible for planning, building, and maintaining the public road and transportation infrastructure throughout Pima County, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pima County Department of Transportation Target entity description: The Pima County Department of Transportation is the local government agency responsible for planning, building, and maintaining the public road and transportation infrastructure throughout Pima County, Arizona.
-
A.
Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
-
B.
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.
-
C.
Arizona Department of Transportation
The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
-
D.
Ventura County Transportation Commission
Ventura County Transportation Commission is a regional transportation planning and funding agency in Ventura County, California, responsible for coordinating and overseeing public transit, rail, and highway programs.
-
E.
Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1560de3508190951ad0806ae3cc0d |
completed | April 29, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc93e998819089abacc92564f923 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0ad07a0f3c819092e329bfdef42349 |
completed | May 18, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ad0eb2a6481908cf174ed6f88c635 |
completed | May 18, 2026, 8:42 a.m. |
Created at: April 16, 2026, 8:41 p.m.