Triple
T13844728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valencia, Negros Oriental |
E332766
|
entity |
| Predicate | hasHotSpring |
P32542
|
FINISHED |
| Object | Red Rock Hot Spring |
E1064367
|
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: Red Rock Hot Spring | Statement: [Valencia, Negros Oriental, hasHotSpring, Red Rock Hot Spring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Red Rock Hot Spring Context triple: [Valencia, Negros Oriental, hasHotSpring, Red Rock Hot Spring]
-
A.
Red Rock Hot Spring
chosen
Red Rock Hot Spring is a natural geothermal pool and popular relaxation spot set amid scenic rural surroundings in Valencia, Negros Oriental, Philippines.
-
B.
Ouray Hot Springs
Ouray Hot Springs is a natural geothermal pool complex and popular soaking destination nestled in the mountain town of Ouray in southwestern Colorado.
-
C.
Caliente Hot Springs
Caliente Hot Springs is a natural geothermal spring near the city of Caliente in southeastern Nevada, known for its warm mineral waters and use as a local soaking and relaxation spot.
-
D.
Avila Hot Springs
Avila Hot Springs is a historic natural mineral hot spring resort and campground near Avila Beach on California’s Central Coast, known for its therapeutic pools and family-friendly recreation.
-
E.
Deep Creek Hot Springs
Deep Creek Hot Springs is a popular natural geothermal bathing area along Deep Creek in the San Bernardino National Forest of Southern California, known for its scenic pools and clothing-optional soaking.
- 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02b1a25c8190a9f85ba43c421188 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0ef9e7c8190b96c2b83d04708e1 |
completed | May 3, 2026, 9:41 p.m. |
Created at: April 9, 2026, 10:13 p.m.