Triple
T8002860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desert Hot Springs |
E186292
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Coachella Valley |
E23785
|
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: Coachella Valley | Statement: [Desert Hot Springs, locatedIn, Coachella Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coachella Valley Context triple: [Desert Hot Springs, locatedIn, Coachella Valley]
-
A.
Coachella Valley
chosen
Coachella Valley is a desert region in Southern California known for its resort cities, agriculture, and major music and arts festivals.
-
B.
Coachella, California
Coachella, California is a city in Riverside County’s Coachella Valley, best known for its agricultural roots and proximity to the famous Coachella Valley Music and Arts Festival held in the nearby city of Indio.
-
C.
Mojave, California
Mojave, California is a small desert community in Kern County known as a hub for aerospace testing and commercial spaceflight activities.
-
D.
Valley of the Sun
The Valley of the Sun is a major metropolitan region in central Arizona centered on Phoenix, known for its desert climate, rapid growth, and sprawling urban development.
-
E.
Palm Desert
Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
- 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_69ca82aaaf24819084b94d18f699ba53 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3cf2918081909ee0afab11caed63 |
completed | March 31, 2026, 3:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd94574a9c8190b826438a51f9ca02 |
completed | April 1, 2026, 9:55 p.m. |
Created at: March 30, 2026, 5:18 p.m.