Triple
T18540616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaikohe |
E453087
|
entity |
| Predicate | hasLocalFeature |
P182
|
FINISHED |
| Object |
Ngawha geothermal springs
Ngawha geothermal springs are a group of naturally heated mineral pools in New Zealand’s Northland region, known for their therapeutic waters and cultural significance to local Māori.
|
E1328506
|
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: Ngawha geothermal springs | Statement: [Kaikohe, hasLocalFeature, Ngawha geothermal springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngawha geothermal springs Context triple: [Kaikohe, hasLocalFeature, Ngawha geothermal springs]
-
A.
Fiambalá hot springs
Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
-
B.
Ai-Ais hot springs
Ai-Ais hot springs is a thermal spa and campsite at the southern end of Namibia’s Fish River Canyon, known for its mineral-rich hot water and desert scenery.
-
C.
Walini hot spring
Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
-
D.
Parakai hot springs
Parakai Hot Springs is a popular geothermal pool and water park complex in Parakai, New Zealand, known for its naturally heated mineral pools and family-friendly recreational facilities.
-
E.
Panamik hot springs
Panamik hot springs are natural geothermal springs in the Nubra Valley of Ladakh, India, known for their scenic Himalayan setting and reputed therapeutic waters.
- 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: Ngawha geothermal springs Triple: [Kaikohe, hasLocalFeature, Ngawha geothermal springs]
Generated description
Ngawha geothermal springs are a group of naturally heated mineral pools in New Zealand’s Northland region, known for their therapeutic waters and cultural significance to local Māori.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngawha geothermal springs Target entity description: Ngawha geothermal springs are a group of naturally heated mineral pools in New Zealand’s Northland region, known for their therapeutic waters and cultural significance to local Māori.
-
A.
Fiambalá hot springs
Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
-
B.
Ai-Ais hot springs
Ai-Ais hot springs is a thermal spa and campsite at the southern end of Namibia’s Fish River Canyon, known for its mineral-rich hot water and desert scenery.
-
C.
Walini hot spring
Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
-
D.
Parakai hot springs
Parakai Hot Springs is a popular geothermal pool and water park complex in Parakai, New Zealand, known for its naturally heated mineral pools and family-friendly recreational facilities.
-
E.
Panamik hot springs
Panamik hot springs are natural geothermal springs in the Nubra Valley of Ladakh, India, known for their scenic Himalayan setting and reputed therapeutic waters.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e534b64178819082861a03fd067095 |
completed | April 19, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049181e49c8190b606687f9b078b3a |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a04920be21881908f8aac148aa0ae4d |
completed | May 13, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492a5f9148190911747f8d50540e3 |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.