Triple
T16965448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helensville |
E411527
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
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.
|
E1242578
|
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: Parakai hot springs | Statement: [Helensville, hasAttraction, Parakai hot springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parakai hot springs Context triple: [Helensville, hasAttraction, Parakai 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.
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.
-
C.
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.
-
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.
Tea Valley hot springs
Tea Valley hot springs is a scenic hot spring resort area within the OCT East leisure and theme park complex in Shenzhen, China, known for its relaxing thermal baths amid natural surroundings.
- 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: Parakai hot springs Triple: [Helensville, hasAttraction, Parakai hot springs]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Parakai hot springs Target entity description: 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.
-
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.
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.
-
C.
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.
-
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.
Tea Valley hot springs
Tea Valley hot springs is a scenic hot spring resort area within the OCT East leisure and theme park complex in Shenzhen, China, known for its relaxing thermal baths amid natural surroundings.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a3cecc8190a490573adce80cca |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d4f1bfa48190903bedc43ed6db75 |
completed | May 10, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.