Triple
T4622601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland Council |
E101020
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Manukau City Council
Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
|
E481356
|
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: Manukau City Council | Statement: [Auckland Council, replaced, Manukau City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau City Council Context triple: [Auckland Council, replaced, Manukau City Council]
-
A.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
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.
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.
-
D.
Hauraki District Council
Hauraki District Council is the local government authority responsible for administering the Hauraki District in New Zealand’s North Island, including parts of the Coromandel Peninsula.
-
E.
University of Auckland Council
The University of Auckland Council is the primary governing body responsible for overseeing the strategic direction, management, and overall governance of the University of Auckland.
- 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: Manukau City Council Triple: [Auckland Council, replaced, Manukau City Council]
Generated description
Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manukau City Council Target entity description: Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
-
A.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
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.
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.
-
D.
Hauraki District Council
Hauraki District Council is the local government authority responsible for administering the Hauraki District in New Zealand’s North Island, including parts of the Coromandel Peninsula.
-
E.
University of Auckland Council
The University of Auckland Council is the primary governing body responsible for overseeing the strategic direction, management, and overall governance of the University of Auckland.
- 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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a053d38819097b3ecbc06aa6e4d |
completed | March 20, 2026, 2:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be7781d90881908cbf48ec60de3cfc |
completed | March 21, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69be793ee6c88190b0c9e8fb212a9067 |
completed | March 21, 2026, 10:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be79e948408190a80b0317843a82fa |
completed | March 21, 2026, 10:58 a.m. |
Created at: March 20, 2026, 1:12 p.m.