Triple
T10540131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hesperia, California |
E248672
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Apple Valley, California |
E293388
|
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: Apple Valley, California | Statement: [Hesperia, California, locatedNear, Apple Valley, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple Valley, California Context triple: [Hesperia, California, locatedNear, Apple Valley, California]
-
A.
Apple Valley, California, United States
chosen
Apple Valley, California, United States is a high-desert town in San Bernardino County known for its association with Western film stars and its location in the Victor Valley region.
-
B.
Apple Valley
Apple Valley is a high-desert town in Southern California known for its residential communities, scenic Mojave Desert setting, and role as part of the Victor Valley region.
-
C.
Cherry Valley, California
Cherry Valley, California is a small unincorporated community in Riverside County known for its rural character, scenic mountain views, and annual cherry festival.
-
D.
Spring Valley, California
Spring Valley, California is an unincorporated suburban community in San Diego County known for its residential neighborhoods, schools, and proximity to the city of San Diego.
-
E.
Forestville, California
Forestville, California is a small unincorporated community in Sonoma County known for its proximity to the Russian River, local wineries, and redwood forests.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50a582be48190856c6f272eea4dcf |
completed | April 7, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9341d96c08190a6ba644b9acfe2c8 |
completed | April 10, 2026, 5:32 p.m. |
Created at: April 6, 2026, 12:32 p.m.