Triple
T3836914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton urban area |
E91154
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ngaruawahia
Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
|
E392340
|
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: Ngaruawahia | Statement: [Hamilton urban area, hasPart, Ngaruawahia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngaruawahia Context triple: [Hamilton urban area, hasPart, Ngaruawahia]
-
A.
Angaston
Angaston is a historic township in South Australia's Barossa wine region, known for its vineyards, heritage buildings, and role in the area's wine and food tourism.
-
B.
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.
-
C.
Wairau Valley
Wairau Valley is a prominent subregion of New Zealand’s Marlborough wine country, renowned for producing vibrant, aromatic Sauvignon Blanc and other cool-climate wines.
-
D.
Aitutaki
Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
-
E.
Whangārei
Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
- 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: Ngaruawahia Triple: [Hamilton urban area, hasPart, Ngaruawahia]
Generated description
Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngaruawahia Target entity description: Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
-
A.
Angaston
Angaston is a historic township in South Australia's Barossa wine region, known for its vineyards, heritage buildings, and role in the area's wine and food tourism.
-
B.
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.
-
C.
Wairau Valley
Wairau Valley is a prominent subregion of New Zealand’s Marlborough wine country, renowned for producing vibrant, aromatic Sauvignon Blanc and other cool-climate wines.
-
D.
Aitutaki
Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
-
E.
Whangārei
Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
- 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_69aed960b538819096561c8ed448dec9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb9baa508190800e73bf186f046e |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b50405264c8190b145dc3929ffc940 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504c46dcc8190a9775c39e5c734a9 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b505742830819093a861bde17c03c0 |
completed | March 14, 2026, 6:51 a.m. |
Created at: March 9, 2026, 3:18 p.m.