Triple
T7852695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cathedral City |
E182094
|
entity |
| Predicate | neighboringCity |
P988
|
FINISHED |
| Object | Desert Hot Springs |
E186292
|
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: Desert Hot Springs | Statement: [Cathedral City, neighboringCity, Desert Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Desert Hot Springs Context triple: [Cathedral City, neighboringCity, Desert Hot Springs]
-
A.
Desert Hot Springs
chosen
Desert Hot Springs is a small California city in the Coachella Valley known for its natural hot mineral springs and spa resorts.
-
B.
Palm Desert
Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
-
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.
Borrego Springs, California
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.
-
E.
Yucca Valley, California
Yucca Valley, California is a high-desert town in San Bernardino County near Joshua Tree National Park, known for its scenic landscapes and residential 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb18ed56d481909266d862e0ae152d |
completed | March 31, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdf21add88190bc07d3164e940116 |
completed | March 31, 2026, 2:50 p.m. |
Created at: March 30, 2026, 4:51 p.m.