Triple
T3180267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Torres-Martinez Desert Cahuilla Indians |
E66567
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Thermal, California
Thermal, California is an unincorporated community in the Coachella Valley of Riverside County known for its agricultural lands, desert climate, and proximity to tribal and resort areas.
|
E333156
|
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: Thermal, California | Statement: [Torres-Martinez Desert Cahuilla Indians, hasSettlement, Thermal, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thermal, California Context triple: [Torres-Martinez Desert Cahuilla Indians, hasSettlement, Thermal, California]
-
A.
Tehachapi, California
Tehachapi, California is a small mountain city in Kern County known for its scenic high-desert setting, wind farms, and proximity to the Tehachapi Pass and Tehachapi Loop railroad landmark.
-
B.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
C.
Prather, California
Prather, California is a small unincorporated community in Fresno County that serves as a gateway stop for travelers heading into the Sierra Nevada foothills and nearby mountain recreation areas.
-
D.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
E.
Goldstone, California
Goldstone, California is a remote area in the Mojave Desert best known as the site of NASA’s Goldstone Deep Space Communications Complex, a key facility for tracking and communicating with interplanetary spacecraft.
- 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: Thermal, California Triple: [Torres-Martinez Desert Cahuilla Indians, hasSettlement, Thermal, California]
Generated description
Thermal, California is an unincorporated community in the Coachella Valley of Riverside County known for its agricultural lands, desert climate, and proximity to tribal and resort areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thermal, California Target entity description: Thermal, California is an unincorporated community in the Coachella Valley of Riverside County known for its agricultural lands, desert climate, and proximity to tribal and resort areas.
-
A.
Tehachapi, California
Tehachapi, California is a small mountain city in Kern County known for its scenic high-desert setting, wind farms, and proximity to the Tehachapi Pass and Tehachapi Loop railroad landmark.
-
B.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
C.
Prather, California
Prather, California is a small unincorporated community in Fresno County that serves as a gateway stop for travelers heading into the Sierra Nevada foothills and nearby mountain recreation areas.
-
D.
Calexico, California
Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
-
E.
Goldstone, California
Goldstone, California is a remote area in the Mojave Desert best known as the site of NASA’s Goldstone Deep Space Communications Complex, a key facility for tracking and communicating with interplanetary spacecraft.
- 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_69ad8586a34c8190944c63ec11a8de1a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada69f2d108190847922795e7b6687 |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235fd1688819080fa1d73d2b233ba |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b236e61ae88190a76b942c6cddff41 |
completed | March 12, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23770ed4c8190b5d929cc95a286a0 |
completed | March 12, 2026, 3:48 a.m. |
Created at: March 8, 2026, 3:06 p.m.