Triple
T16723555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ajo, Arizona |
E406407
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Pima County government |
E129433
|
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: Pima County government | Statement: [Ajo, Arizona, governingBody, Pima County government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pima County government Context triple: [Ajo, Arizona, governingBody, Pima County government]
-
A.
Pima County, Arizona
chosen
Pima County, Arizona is a large county in southern Arizona that includes the city of Tucson and encompasses significant desert and mountain landscapes.
-
B.
Pinal County Board of Supervisors
The Pinal County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Pinal County, Arizona.
-
C.
Maricopa County Board of Supervisors
The Maricopa County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Maricopa County, Arizona.
-
D.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
E.
Salt River Pima-Maricopa Indian Community
The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38745d2048190b476e5aa83ec7fec |
completed | April 18, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d43c49081908eca922da8f90793 |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.