Triple
T18401742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaipara District |
E450012
|
entity |
| Predicate | hasSuburbOrLocality |
P76817
|
FINISHED |
| Object |
Tangowahine
Tangowahine is a small rural locality in New Zealand’s Northland Region, situated within the Kaipara District.
|
E1332700
|
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: Tangowahine | Statement: [Kaipara District, hasSuburbOrLocality, Tangowahine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tangowahine Context triple: [Kaipara District, hasSuburbOrLocality, Tangowahine]
-
A.
Ngāhinapōuri
Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
-
B.
Mangonui
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
-
C.
Waitaha
Waitaha is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral connections to the southern regions, including the area now encompassed by Rakiura National Park.
-
D.
Taupiri
Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
-
E.
Te Kauwhata
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
- 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: Tangowahine Triple: [Kaipara District, hasSuburbOrLocality, Tangowahine]
Generated description
Tangowahine is a small rural locality in New Zealand’s Northland Region, situated within the Kaipara District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tangowahine Target entity description: Tangowahine is a small rural locality in New Zealand’s Northland Region, situated within the Kaipara District.
-
A.
Ngāhinapōuri
Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
-
B.
Mangonui
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
-
C.
Waitaha
Waitaha is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral connections to the southern regions, including the area now encompassed by Rakiura National Park.
-
D.
Taupiri
Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
-
E.
Te Kauwhata
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
- 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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e5195185b08190bd3b5471cdc047b0 |
completed | April 19, 2026, 6:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05036c7b8c8190a6baa54636f8e705 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a05044722c88190bdeac36b602673e9 |
completed | May 13, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0504deb488819086f3146141b3fb45 |
completed | May 13, 2026, 11:10 p.m. |
Created at: April 10, 2026, 10:46 a.m.