Triple
T17288410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Water Beach |
E419716
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Beaches of Waikato
Beaches of Waikato are the coastal stretches along New Zealand’s Waikato region, known for their scenic shorelines, surf breaks, and unique geothermal features such as those found at Hot Water Beach.
|
E1260126
|
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: Beaches of Waikato | Statement: [Hot Water Beach, category, Beaches of Waikato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beaches of Waikato Context triple: [Hot Water Beach, category, Beaches of Waikato]
-
A.
Ōtaki Beach
Ōtaki Beach is a coastal settlement and popular seaside recreation area on the Kāpiti Coast of New Zealand’s North Island.
-
B.
Waikanae Beach
Waikanae Beach is a popular coastal recreation area in Gisborne, New Zealand, known for its sandy shoreline, surf, and family-friendly swimming.
-
C.
Hawke’s Bay Beach
Hawke’s Bay Beach is a popular sandy seaside destination along Karachi’s Arabian Sea coast, known for its camel and horse rides, beach huts, and family outings.
-
D.
Pukerua Bay Beach
Pukerua Bay Beach is a small, scenic coastal beach in Pukerua Bay, New Zealand, known for its rugged shoreline, views over Cook Strait, and popularity with walkers and surfers.
-
E.
Paraparaumu Beach
Paraparaumu Beach is a coastal suburb on New Zealand’s Kāpiti Coast, known for its sandy shoreline, views of Kāpiti Island, and popular recreational beach environment.
- 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: Beaches of Waikato Triple: [Hot Water Beach, category, Beaches of Waikato]
Generated description
Beaches of Waikato are the coastal stretches along New Zealand’s Waikato region, known for their scenic shorelines, surf breaks, and unique geothermal features such as those found at Hot Water Beach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beaches of Waikato Target entity description: Beaches of Waikato are the coastal stretches along New Zealand’s Waikato region, known for their scenic shorelines, surf breaks, and unique geothermal features such as those found at Hot Water Beach.
-
A.
Ōtaki Beach
Ōtaki Beach is a coastal settlement and popular seaside recreation area on the Kāpiti Coast of New Zealand’s North Island.
-
B.
Waikanae Beach
Waikanae Beach is a popular coastal recreation area in Gisborne, New Zealand, known for its sandy shoreline, surf, and family-friendly swimming.
-
C.
Hawke’s Bay Beach
Hawke’s Bay Beach is a popular sandy seaside destination along Karachi’s Arabian Sea coast, known for its camel and horse rides, beach huts, and family outings.
-
D.
Pukerua Bay Beach
Pukerua Bay Beach is a small, scenic coastal beach in Pukerua Bay, New Zealand, known for its rugged shoreline, views over Cook Strait, and popularity with walkers and surfers.
-
E.
Paraparaumu Beach
Paraparaumu Beach is a coastal suburb on New Zealand’s Kāpiti Coast, known for its sandy shoreline, views of Kāpiti Island, and popular recreational beach environment.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e43781b7808190a0528ee9c54a0c66 |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a017957c738819087341bcd51b55114 |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a0179f16af481909f409adb5367f021 |
completed | May 11, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017ad8480881909ca9a9982585b08d |
completed | May 11, 2026, 6:44 a.m. |
Created at: April 10, 2026, 5:40 a.m.