Triple
T5937573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thermal, California |
E132080
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
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.
|
E587510
|
NE FINISHED |
How this triple was built (4 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, California | Statement: [Thermal, California, locatedNear, Coachella, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coachella, California Context triple: [Thermal, California, locatedNear, Coachella, California]
-
A.
Coachella Valley
Coachella Valley is a desert region in Southern California known for its resort cities, agriculture, and major music and arts festivals.
-
B.
Palm Springs
Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
-
C.
Coachella Valley Music and Arts Festival (Indio)
The Coachella Valley Music and Arts Festival in Indio is a globally renowned annual event featuring major music acts, large-scale art installations, and fashion-forward crowds in the California desert.
-
D.
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Coachella, California Triple: [Thermal, California, locatedNear, Coachella, California]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coachella, California Target entity description: 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.
-
A.
Coachella Valley
Coachella Valley is a desert region in Southern California known for its resort cities, agriculture, and major music and arts festivals.
-
B.
Palm Springs
Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
-
C.
Coachella Valley Music and Arts Festival (Indio)
The Coachella Valley Music and Arts Festival in Indio is a globally renowned annual event featuring major music acts, large-scale art installations, and fashion-forward crowds in the California desert.
-
D.
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.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038eca9688190adeed21df058daf1 |
completed | March 22, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62ce885bc8190b2ba6b689913b387 |
completed | March 27, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69c62e0ebf308190a75f64a43b10f70f |
completed | March 27, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62e5b695c8190b7451fe39164d443 |
completed | March 27, 2026, 7:14 a.m. |
Created at: March 22, 2026, 4:01 p.m.