Triple
T21320905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Tan Valley, Arizona |
E525610
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object | Arizona State Route 24 (nearby) |
—
|
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 State Route 24 (nearby) | Statement: [San Tan Valley, Arizona, transportationAccess, Arizona State Route 24 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona State Route 24 (nearby) Context triple: [San Tan Valley, Arizona, transportationAccess, Arizona State Route 24 (nearby)]
-
A.
Arizona State Route 24
chosen
Arizona State Route 24 is a short but growing freeway in the Phoenix metropolitan area designed to improve access to the southeastern suburbs and future development corridors.
-
B.
Arizona State Route 202
Arizona State Route 202 is a major freeway loop in the Phoenix metropolitan area that helps connect key suburbs and destinations, including access routes around central Phoenix.
-
C.
Arizona State Route 264
Arizona State Route 264 is a state highway in northeastern Arizona that serves the Hopi and Navajo reservations, connecting several remote communities and cultural sites.
-
D.
Arizona State Route 260
Arizona State Route 260 is a major east–west highway in central Arizona that connects the Verde Valley and Payson area to the high country along the Mogollon Rim and beyond.
-
E.
Arizona State Route 347
Arizona State Route 347 is a major north–south highway in central Arizona that connects the city of Maricopa with Interstate 10 near the Phoenix metropolitan area.
- 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e77ed1538c8190954da114e49dfa36 |
completed | April 21, 2026, 1:42 p.m. |
Created at: April 16, 2026, 4:39 p.m.