Triple
T16723520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ajo, Arizona |
E406407
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Pima County |
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 | Statement: [Ajo, Arizona, county, Pima County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pima County Context triple: [Ajo, Arizona, county, Pima County]
-
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.
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.
-
C.
Torrance County
Torrance County is a largely rural county in central New Mexico known for its high plains landscape and small, dispersed communities.
-
D.
Pinal County, Arizona
Pinal County, Arizona is a rapidly growing county in south-central Arizona situated between Phoenix and Tucson, known for its mix of desert landscapes, suburban communities, and agricultural areas.
-
E.
Pima
Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
- 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_6a00a518019881909a7c5ef344966579 |
completed | May 10, 2026, 3:32 p.m. |
Created at: April 10, 2026, 5:20 a.m.