Triple
T2721122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato Region |
E60080
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Waikato Regional Council
Waikato Regional Council is the local government authority responsible for regional planning, environmental management, and public services across New Zealand’s Waikato region.
|
E293587
|
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: Waikato Regional Council | Statement: [Waikato Region, governingBody, Waikato Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Regional Council Context triple: [Waikato Region, governingBody, Waikato Regional Council]
-
A.
Northland Regional Council
Northland Regional Council is the local government authority responsible for regional planning, environmental management, and resource governance across New Zealand’s Northland region.
-
B.
Waimakariri District Council
Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury region of New Zealand.
-
C.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
D.
Clutha District Council
Clutha District Council is the local government authority responsible for administering the Clutha District in Otago, New Zealand.
-
E.
Chatham Islands Council
Chatham Islands Council is the local authority responsible for administering and providing municipal services to the Chatham Islands, a remote New Zealand territory in the Pacific Ocean.
- 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: Waikato Regional Council Triple: [Waikato Region, governingBody, Waikato Regional Council]
Generated description
Waikato Regional Council is the local government authority responsible for regional planning, environmental management, and public services across New Zealand’s Waikato region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waikato Regional Council Target entity description: Waikato Regional Council is the local government authority responsible for regional planning, environmental management, and public services across New Zealand’s Waikato region.
-
A.
Northland Regional Council
Northland Regional Council is the local government authority responsible for regional planning, environmental management, and resource governance across New Zealand’s Northland region.
-
B.
Waimakariri District Council
Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury region of New Zealand.
-
C.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
D.
Clutha District Council
Clutha District Council is the local government authority responsible for administering the Clutha District in Otago, New Zealand.
-
E.
Chatham Islands Council
Chatham Islands Council is the local authority responsible for administering and providing municipal services to the Chatham Islands, a remote New Zealand territory in the Pacific Ocean.
- 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_69afb6914f70819099482893d026f34b |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb726182081909570e4cb7a364e4d |
completed | March 10, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb78f9d08819087d6f31fe1e4e61c |
completed | March 10, 2026, 6:17 a.m. |
Created at: March 6, 2026, 9:55 p.m.