Triple
T22144382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papakura District |
E547247
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Karioitahi
Karioitahi is a coastal rural settlement in the Auckland Region of New Zealand, known for its black-sand surf beach and rugged west coast scenery.
|
E1547168
|
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: Karioitahi | Statement: [Papakura District, containsSettlement, Karioitahi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karioitahi Context triple: [Papakura District, containsSettlement, Karioitahi]
-
A.
Putāruru
Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
-
B.
Otorohanga
Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
-
C.
Tairāwhiti
Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
-
D.
Rangitihi
Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
-
E.
Tūrangi
Tūrangi is a small town in New Zealand’s central North Island, near the southern shore of Lake Taupō, known as a gateway to outdoor activities such as trout fishing and the Tongariro National Park.
- 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: Karioitahi Triple: [Papakura District, containsSettlement, Karioitahi]
Generated description
Karioitahi is a coastal rural settlement in the Auckland Region of New Zealand, known for its black-sand surf beach and rugged west coast scenery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karioitahi Target entity description: Karioitahi is a coastal rural settlement in the Auckland Region of New Zealand, known for its black-sand surf beach and rugged west coast scenery.
-
A.
Putāruru
Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
-
B.
Otorohanga
Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
-
C.
Tairāwhiti
Tairāwhiti is a coastal region on the east coast of New Zealand’s North Island, known for its strong Māori heritage, early sunrise, and the city of Gisborne.
-
D.
Rangitihi
Rangitihi is a revered Polynesian ancestor regarded as a key progenitor of many Te Arawa tribal lineages in Aotearoa New Zealand.
-
E.
Tūrangi
Tūrangi is a small town in New Zealand’s central North Island, near the southern shore of Lake Taupō, known as a gateway to outdoor activities such as trout fishing and the Tongariro National Park.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129efd52c8190ab0acff5bbfc0d77 |
completed | April 28, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b58463ae481908cc49d6b525470b1 |
completed | May 18, 2026, 6:19 p.m. |
| NEDg | Description generation | batch_6a0b6f5b85548190bd54f5a13dd27c5d |
completed | May 18, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b706cba28819091d40e7832e61f97 |
completed | May 18, 2026, 8:02 p.m. |
Created at: April 16, 2026, 8:33 p.m.