Triple
T4935478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agua Caliente |
E110800
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object | Sonoma hot springs |
E94646
|
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: Sonoma hot springs | Statement: [Agua Caliente, hasNearbyAttraction, Sonoma hot springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sonoma hot springs Context triple: [Agua Caliente, hasNearbyAttraction, Sonoma hot springs]
-
A.
Tecopa Hot Springs
Tecopa Hot Springs is a natural geothermal bathing area and rustic desert retreat in Inyo County, California, known for its mineral-rich soaking pools and proximity to Death Valley.
-
B.
Saline Valley Hot Springs
Saline Valley Hot Springs is a remote, clothing-optional natural hot spring oasis in California’s Death Valley National Park, popular with campers and off-road enthusiasts.
-
C.
Boyes Hot Springs
chosen
Boyes Hot Springs is a historic resort community in Sonoma County, California, known for its natural hot springs and proximity to the wineries and attractions of Sonoma Valley.
-
D.
Alvord Hot Springs
Alvord Hot Springs is a remote natural hot spring and rustic soaking area in southeastern Oregon, popular with visitors to the nearby Alvord Desert.
-
E.
Miette Hot Springs
Miette Hot Springs is a popular developed hot spring pool complex in the Canadian Rockies, known for its naturally heated mineral waters and scenic mountain setting within Jasper National Park.
- 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_69bd4415eee08190bdce70276e56a5b4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd706825188190b854dca5ca2f9db6 |
completed | March 20, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81c5f8ec8190834c624bae17adff |
completed | March 21, 2026, 11:32 a.m. |
Created at: March 20, 2026, 1:30 p.m.