Triple
T4286936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North |
E97291
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Palmerston North City Council
Palmerston North City Council is the local government authority responsible for administering and providing services to the city of Palmerston North in New Zealand.
|
E426002
|
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: Palmerston North City Council | Statement: [Palmerston North, governingBody, Palmerston North City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North City Council Context triple: [Palmerston North, governingBody, Palmerston North City 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.
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.
-
C.
Waimakariri District Council
Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury region of New Zealand.
-
D.
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.
-
E.
Christchurch City Council
Christchurch City Council is the local government authority responsible for governing and providing municipal services to the city of Christchurch, New Zealand.
- 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: Palmerston North City Council Triple: [Palmerston North, governingBody, Palmerston North City Council]
Generated description
Palmerston North City Council is the local government authority responsible for administering and providing services to the city of Palmerston North in New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palmerston North City Council Target entity description: Palmerston North City Council is the local government authority responsible for administering and providing services to the city of Palmerston North in New Zealand.
-
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.
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.
-
C.
Waimakariri District Council
Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury region of New Zealand.
-
D.
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.
-
E.
Christchurch City Council
Christchurch City Council is the local government authority responsible for governing and providing municipal services to the city of Christchurch, New Zealand.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8e9ab9c81909a19062a901e8a1b |
completed | March 14, 2026, 7:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b95cfbdc8190b65cf338aa9abd5b |
completed | March 14, 2026, 7:39 p.m. |
Created at: March 12, 2026, 11:08 p.m.