Triple
T12315025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matamata |
E293577
|
entity |
| Predicate | regionalCouncil |
P14923
|
FINISHED |
| Object | Waikato Regional Council |
E293587
|
NE FINISHED |
How this triple was built (2 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: [Matamata, regionalCouncil, Waikato Regional Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Regional Council Context triple: [Matamata, regionalCouncil, Waikato Regional Council]
-
A.
Waikato Regional Council
chosen
Waikato Regional Council is the local government authority responsible for regional planning, environmental management, and public services across New Zealand’s Waikato region.
-
B.
South Waikato District Council
South Waikato District Council is the local government authority responsible for administering and providing services to the South Waikato District in New Zealand, including the town of Tokoroa.
-
C.
Southland Regional Council
Southland Regional Council is the local government authority responsible for managing environmental resources, regional planning, and public services across the Southland region of New Zealand.
-
D.
Manawatū District Council
Manawatū District Council is the local government authority responsible for governing the Manawatū District in New Zealand, including the town of Feilding and surrounding rural communities.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d93f05186481909c024a933b4f6c60 |
completed | April 10, 2026, 6:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6685205608190b504ab6e7c73ee51 |
completed | May 2, 2026, 9:10 p.m. |
Created at: April 8, 2026, 9:53 p.m.