Triple
T4419748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cocopah people |
E95067
|
entity |
| Predicate | populationCenter |
P2106
|
FINISHED |
| Object | Yuma, Arizona area |
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 area | Statement: [Cocopah people, populationCenter, Yuma, Arizona area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma, Arizona area Context triple: [Cocopah people, populationCenter, Yuma, Arizona area]
-
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.
Gila Bend, Arizona
Gila Bend, Arizona is a small desert town in Maricopa County known as a historic crossroads and namesake bend along the Gila River in southwestern Arizona.
-
C.
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.
-
D.
Quartzsite, Arizona
Quartzsite, Arizona is a small desert town in western Arizona famous for its massive winter influx of RVers, rockhounds, and swap-meet vendors drawn to its gem shows and mild climate.
-
E.
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.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551fae7c8190abafda0d78f02d89 |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bb61047c88819080943c2ce62c0ffd |
completed | March 19, 2026, 2:35 a.m. |
Created at: March 12, 2026, 11:29 p.m.