Triple
T16167644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taupo |
E392347
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Taupo DeBretts Hot Springs
Taupo DeBretts Hot Springs is a popular geothermal resort in Taupo, New Zealand, featuring mineral hot pools, spa facilities, and family-friendly water attractions.
|
E1198266
|
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: Taupo DeBretts Hot Springs | Statement: [Taupo, hasAttraction, Taupo DeBretts Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taupo DeBretts Hot Springs Context triple: [Taupo, hasAttraction, Taupo DeBretts Hot Springs]
-
A.
Hurunui Hot Springs
Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
- 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: Taupo DeBretts Hot Springs Triple: [Taupo, hasAttraction, Taupo DeBretts Hot Springs]
Generated description
Taupo DeBretts Hot Springs is a popular geothermal resort in Taupo, New Zealand, featuring mineral hot pools, spa facilities, and family-friendly water attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taupo DeBretts Hot Springs Target entity description: Taupo DeBretts Hot Springs is a popular geothermal resort in Taupo, New Zealand, featuring mineral hot pools, spa facilities, and family-friendly water attractions.
-
A.
Hurunui Hot Springs
Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb4ea9c81908806f9771ae80148 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bb6aac8190a33607abfe9a32d0 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff9bb09c48190881c0f70bae0aec8 |
completed | May 10, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fffa5186b88190971d3c5061503541 |
completed | May 10, 2026, 3:24 a.m. |
Created at: April 10, 2026, 5:02 a.m.