Triple
T9349628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borrego Valley |
E224981
|
entity |
| Predicate | nearestTown |
P350
|
FINISHED |
| Object | Borrego Springs, California |
E231614
|
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: Borrego Springs, California | Statement: [Borrego Valley, nearestTown, Borrego Springs, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borrego Springs, California Context triple: [Borrego Valley, nearestTown, Borrego Springs, California]
-
A.
Borrego Springs, California
chosen
Borrego Springs, California is a small unincorporated desert community in San Diego County known as a gateway to Anza-Borrego Desert landscapes, dark-sky stargazing, and spring wildflower blooms.
-
B.
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.
-
C.
Twentynine Palms, California
Twentynine Palms, California is a small desert city in Southern California known as a gateway to Joshua Tree National Park and for its proximity to the Marine Corps Air Ground Combat Center.
-
D.
Desert Hot Springs
Desert Hot Springs is a small California city in the Coachella Valley known for its natural hot mineral springs and spa resorts.
-
E.
Anza, California
Anza, California is a small rural community in Riverside County known for its high-desert setting in the Anza Valley and proximity to the Santa Rosa and San Jacinto Mountains.
- 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_69ca842abfd48190949d71c3b86eeba8 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f1198b88190adc0b01f7c1be36e |
completed | April 1, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3ca79e88190ba3a2cfb3bcf7d4f |
completed | April 4, 2026, 11:19 a.m. |
Created at: March 30, 2026, 7:41 p.m.