Triple
T794931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twentynine Palms, California |
E16996
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Inland Empire (broad regional grouping) |
E5205
|
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: Inland Empire (broad regional grouping) | Statement: [Twentynine Palms, California, region, Inland Empire (broad regional grouping)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inland Empire (broad regional grouping) Context triple: [Twentynine Palms, California, region, Inland Empire (broad regional grouping)]
-
A.
Inland Empire region of California
The Inland Empire region of California is a large, inland metropolitan area east of Los Angeles known for its rapidly growing suburban communities, logistics and warehousing hubs, and diverse desert and mountain landscapes.
-
B.
Inland Empire
chosen
Inland Empire is a large, fast-growing metropolitan region east of Los Angeles known for its suburban communities, logistics hubs, and diverse economy.
-
C.
Inland Northwest
The Inland Northwest is a largely rural, landlocked area of the northwestern United States centered on eastern Washington and northern Idaho, known for its forests, agriculture, and mid-sized cities like Spokane.
-
D.
Arrowhead Region
The Arrowhead Region is a northeastern area of Minnesota known for its rugged Lake Superior shoreline, dense forests, and outdoor recreation, with Duluth as its major city.
-
E.
West Coast District
West Coast District is a regional municipality in South Africa known for its Atlantic coastline, wildflower displays, and fishing and agricultural communities.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7b04cd8819092e2fd7ba4df8672 |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3b1a81481908c831d1f43b9d014 |
completed | March 4, 2026, 3:14 a.m. |
Created at: March 1, 2026, 7:38 p.m.