Triple
T12315180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton City |
E293581
|
entity |
| Predicate | isLargestUrbanCentreOf |
P11146
|
FINISHED |
| Object | Waikato region |
E60080
|
NE FINISHED |
How this triple was built (3 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: Waikato region | Statement: [Hamilton City, isLargestUrbanCentreOf, Waikato region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato region Context triple: [Hamilton City, isLargestUrbanCentreOf, Waikato region]
-
A.
Waikato Region
chosen
The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
-
B.
Te Whanganui-a-Tara region
Te Whanganui-a-Tara region is the Māori name for the wider Wellington area at the southern tip of New Zealand’s North Island, encompassing the harbour and surrounding lands.
-
C.
Waikato District
Waikato District is a predominantly rural local government area in New Zealand’s North Island, known for its dairy farming, small towns, and proximity to the city of Hamilton.
-
D.
Manawatū-Whanganui Region
Manawatū-Whanganui Region is a central North Island region of New Zealand known for its mix of agricultural plains, river valleys, and volcanic landscapes, including part of Tongariro National Park.
-
E.
Hauraki-Waikato
Hauraki-Waikato is a New Zealand parliamentary Māori electorate that represents Māori voters in parts of the Waikato and Hauraki regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isLargestUrbanCentreOf Context triple: [Hamilton City, isLargestUrbanCentreOf, Waikato region]
-
A.
largestUrbanConcentrationIn
chosen
Indicates that an entity represents the biggest or most populous urban area located within a specified geographic region.
-
B.
isMostPopulousMunicipalityOf
Indicates that a municipality has the largest population among all municipalities within the specified administrative area or region.
-
C.
isLargestCityIn
Indicates that one city has the greatest population or size compared to all other cities within a specified region or administrative area.
-
D.
largestCity
Indicates that one city is the most populous or significant urban center within a specified region or entity.
-
E.
capitalAreaOf
Indicates that a specified area value represents the total land or geographic size of the capital city of a given entity.
- F. None of above.
Provenance (4 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f621570819091ee1db2609233ea |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde158a5a48190b3945945f94f97a0 |
completed | May 8, 2026, 1:12 p.m. |
| PD | Predicate disambiguation | batch_69d93ec5be788190b82d2edc6a0f1095 |
completed | April 10, 2026, 6:17 p.m. |
Created at: April 8, 2026, 9:53 p.m.