Triple
T4704135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pinal County, Arizona |
E104347
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Apache Junction, Arizona |
E138903
|
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: Apache Junction, Arizona | Statement: [Pinal County, Arizona, contains, Apache Junction, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apache Junction, Arizona Context triple: [Pinal County, Arizona, contains, Apache Junction, Arizona]
-
A.
Apache Junction, Arizona
chosen
Apache Junction, Arizona is a small city in the Phoenix metropolitan area known as a gateway to the Superstition Mountains and the Tonto National Forest.
-
B.
Buckeye, Arizona
Buckeye, Arizona is a rapidly growing suburban city in the western part of the Phoenix metropolitan area known for its desert landscapes and expanding residential communities.
-
C.
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.
-
D.
Tuba City, Arizona
Tuba City, Arizona is a small community on the Navajo Nation known as a regional hub in northern Arizona near the Painted Desert and Grand Canyon.
-
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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63d1e9c48190bad5f7d68bf0f622 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf2196e8e88190b8da71ecfb07dfc8 |
completed | March 21, 2026, 10:54 p.m. |
Created at: March 20, 2026, 1:17 p.m.