Triple
T20251692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Landers, California |
E498570
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | San Bernardino County desert region |
—
|
NE NERFINISHED |
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: San Bernardino County desert region | Statement: [Landers, California, region, San Bernardino County desert region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Bernardino County desert region Context triple: [Landers, California, region, San Bernardino County desert region]
-
A.
High Desert region of San Bernardino County
chosen
The High Desert region of San Bernardino County is an arid, fast-growing area of Southern California’s Mojave Desert that includes communities such as Victorville, Hesperia, and Apple Valley and relies heavily on managed groundwater and imported water supplies.
-
B.
San Bernardino Valley
San Bernardino Valley is a broad inland valley in Southern California known for its urban centers, transportation corridors, and position between the San Bernardino Mountains and surrounding desert regions.
-
C.
Mohave Valley area
The Mohave Valley area is a desert river valley region along the lower Colorado River in northwestern Arizona known for its rural communities, recreation on the river, and proximity to the Nevada and California borders.
-
D.
San Pasqual Valley, California
San Pasqual Valley, California is a rural valley in northern San Diego County known for its historic role in the Mexican–American War and its agricultural landscapes and open-space preserves.
-
E.
Borrego Valley
Borrego Valley is an arid desert valley in Southern California known for its rugged landscapes, seasonal wildflower blooms, and role as a central area within Anza-Borrego Desert State Park.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a8b8488190b344df7a65f59684 |
completed | April 20, 2026, 6:42 p.m. |
Created at: April 11, 2026, 11:41 p.m.