Triple
T4426448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 95 |
E95220
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object | Yuma, Arizona |
E36508
|
NE FINISHED |
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: Yuma, Arizona | Statement: [U.S. Route 95, passesThrough, Yuma, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma, Arizona Context triple: [U.S. Route 95, passesThrough, Yuma, Arizona]
-
A.
Yuma, Arizona
chosen
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
B.
Sierra Vista, Arizona
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
C.
Bullhead City, Arizona
Bullhead City, Arizona is a desert community in Mohave County known for its location along the Colorado River across from Laughlin, Nevada, and its role as a regional hub for river recreation and tourism.
-
D.
Safford, Arizona
Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
-
E.
Williams, Arizona
Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554fb28081909018eaecc0c5c230 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43821d5c8190b50e3eadabf2845b |
completed | March 21, 2026, 7:06 a.m. |
Created at: March 12, 2026, 11:30 p.m.