Triple
T2721100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato Region |
E60080
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
South Waikato District
South Waikato District is a predominantly rural local government area in New Zealand’s North Island known for its forestry, farming, and small towns such as Tokoroa.
|
E334473
|
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: South Waikato District | Statement: [Waikato Region, contains, South Waikato District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Waikato District Context triple: [Waikato Region, contains, South Waikato District]
-
A.
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.
-
B.
Ōtorohanga District
Ōtorohanga District is a predominantly rural local government area on New Zealand’s North Island, known for its farming communities and proximity to the famous Waitomo Caves.
-
C.
Hauraki District
Hauraki District is a local government area on New Zealand’s North Island known for its rural communities, historic gold-mining towns, and proximity to the Hauraki Plains and Coromandel Peninsula.
-
D.
Waimakariri District
Waimakariri District is a local government area in the Canterbury region of New Zealand’s South Island, encompassing towns such as Kaiapoi and Rangiora.
-
E.
Waikato Region
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.
- 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: South Waikato District Triple: [Waikato Region, contains, South Waikato District]
Generated description
South Waikato District is a predominantly rural local government area in New Zealand’s North Island known for its forestry, farming, and small towns such as Tokoroa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Waikato District Target entity description: South Waikato District is a predominantly rural local government area in New Zealand’s North Island known for its forestry, farming, and small towns such as Tokoroa.
-
A.
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.
-
B.
Ōtorohanga District
Ōtorohanga District is a predominantly rural local government area on New Zealand’s North Island, known for its farming communities and proximity to the famous Waitomo Caves.
-
C.
Hauraki District
Hauraki District is a local government area on New Zealand’s North Island known for its rural communities, historic gold-mining towns, and proximity to the Hauraki Plains and Coromandel Peninsula.
-
D.
Waimakariri District
Waimakariri District is a local government area in the Canterbury region of New Zealand’s South Island, encompassing towns such as Kaiapoi and Rangiora.
-
E.
Waikato Region
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.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdab1cb808190b0789c76bc9cb090 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2357438648190b2dc11ae9b568a15 |
completed | March 12, 2026, 3:39 a.m. |
| NEDg | Description generation | batch_69b2393fe2d08190941ac0755b1f8569 |
completed | March 12, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b239a968e881909f528498d7d1a47f |
completed | March 12, 2026, 3:57 a.m. |
Created at: March 6, 2026, 9:55 p.m.