Triple
T14347567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lochinvar National Park |
E355765
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Gwisho Hot Springs
Gwisho Hot Springs is a notable geothermal site in Zambia known for its warm mineral waters and important archaeological remains of early human activity.
|
E1092745
|
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: Gwisho Hot Springs | Statement: [Lochinvar National Park, contains, Gwisho Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwisho Hot Springs Context triple: [Lochinvar National Park, contains, Gwisho Hot Springs]
-
A.
Mainit Hot Springs
Mainit Hot Springs is a natural geothermal hot spring attraction on the island province of Biliran in the Philippines, known for its warm mineral waters and lush tropical surroundings.
-
B.
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.
-
C.
Ardent Hot Spring
Ardent Hot Spring is a popular natural geothermal pool on Camiguin Island in the Philippines, known for its warm, mineral-rich waters and lush tropical surroundings.
-
D.
Sloquet Hot Springs
Sloquet Hot Springs is a remote natural hot spring destination in British Columbia, Canada, known for its rustic pools, forested setting, and popularity among campers and outdoor enthusiasts.
-
E.
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.
- 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: Gwisho Hot Springs Triple: [Lochinvar National Park, contains, Gwisho Hot Springs]
Generated description
Gwisho Hot Springs is a notable geothermal site in Zambia known for its warm mineral waters and important archaeological remains of early human activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwisho Hot Springs Target entity description: Gwisho Hot Springs is a notable geothermal site in Zambia known for its warm mineral waters and important archaeological remains of early human activity.
-
A.
Mainit Hot Springs
Mainit Hot Springs is a natural geothermal hot spring attraction on the island province of Biliran in the Philippines, known for its warm mineral waters and lush tropical surroundings.
-
B.
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.
-
C.
Ardent Hot Spring
Ardent Hot Spring is a popular natural geothermal pool on Camiguin Island in the Philippines, known for its warm, mineral-rich waters and lush tropical surroundings.
-
D.
Sloquet Hot Springs
Sloquet Hot Springs is a remote natural hot spring destination in British Columbia, Canada, known for its rustic pools, forested setting, and popularity among campers and outdoor enthusiasts.
-
E.
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.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e8b81bc8190ace2a575faf55cc0 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd46a12ad08190a2f0dc5890ed5ce9 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4768edc881909a0c586b6d9568a3 |
completed | May 8, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd47eb7db08190a68f60b255073d8d |
completed | May 8, 2026, 2:18 a.m. |
Created at: April 10, 2026, 1:14 a.m.