Triple
T23088727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Trail (State Route 88) |
E575683
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object | Arizona Department of Transportation |
—
|
NE NERFINISHED |
How this triple was built (2 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: Arizona Department of Transportation | Statement: [Apache Trail (State Route 88), managedBy, Arizona Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Department of Transportation Context triple: [Apache Trail (State Route 88), managedBy, Arizona Department of Transportation]
-
A.
Arizona Department of Transportation
chosen
The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
-
B.
Arizona Department of Public Safety
The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.
-
C.
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.
-
D.
Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
-
E.
Arizona State Highway System
The Arizona State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Arizona.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245bf3e3c819086d3448720efc01b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18da8818481908d768a0462f3f837 |
completed | April 29, 2026, 4:48 a.m. |
Created at: April 17, 2026, 3:57 p.m.