Triple
T10747902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, New Zealand |
E253497
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Waipa District Council
Waipa District Council is the local government authority responsible for administering the Waipa District in New Zealand’s Waikato region, including the town of Cambridge.
|
E884329
|
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: Waipa District Council | Statement: [Cambridge, New Zealand, governingBody, Waipa District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waipa District Council Context triple: [Cambridge, New Zealand, governingBody, Waipa District Council]
-
A.
Kaipara District Council
Kaipara District Council is the local government authority responsible for administering the Kaipara District in the Northland Region of New Zealand, providing services and governance for its communities.
-
B.
Waimairi District Council
Waimairi District Council was a former local government authority in the Canterbury region of New Zealand that administered the Waimairi area before its amalgamation into Christchurch City.
-
C.
Kaikohe Borough Council
Kaikohe Borough Council was the former local government authority responsible for administering the town of Kaikohe in New Zealand prior to its amalgamation into the Far North District Council.
-
D.
Kaikōura District Council
Kaikōura District Council is the local governing body responsible for municipal services, planning, and community development in the Kaikōura District of New Zealand.
-
E.
Mangonui County Council
Mangonui County Council was a former local government authority in New Zealand’s Far North region that administered rural communities before being replaced by the Far North District Council in the 1989 local government reforms.
- 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: Waipa District Council Triple: [Cambridge, New Zealand, governingBody, Waipa District Council]
Generated description
Waipa District Council is the local government authority responsible for administering the Waipa District in New Zealand’s Waikato region, including the town of Cambridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waipa District Council Target entity description: Waipa District Council is the local government authority responsible for administering the Waipa District in New Zealand’s Waikato region, including the town of Cambridge.
-
A.
Kaipara District Council
Kaipara District Council is the local government authority responsible for administering the Kaipara District in the Northland Region of New Zealand, providing services and governance for its communities.
-
B.
Waimairi District Council
Waimairi District Council was a former local government authority in the Canterbury region of New Zealand that administered the Waimairi area before its amalgamation into Christchurch City.
-
C.
Kaikohe Borough Council
Kaikohe Borough Council was the former local government authority responsible for administering the town of Kaikohe in New Zealand prior to its amalgamation into the Far North District Council.
-
D.
Kaikōura District Council
Kaikōura District Council is the local governing body responsible for municipal services, planning, and community development in the Kaikōura District of New Zealand.
-
E.
Mangonui County Council
Mangonui County Council was a former local government authority in New Zealand’s Far North region that administered rural communities before being replaced by the Far North District Council in the 1989 local government reforms.
- 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_69d6aa5e51e8819095f06881cecf152e |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d711b9242c81908dbf3fa155159b3c |
completed | April 9, 2026, 2:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de231af7388190b73347a3ffc1077a |
completed | April 14, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69de27fb843c81908c0d0a5fb231543f |
completed | April 14, 2026, 11:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2dff4a048190823c8b5f1f7ea548 |
completed | April 14, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:15 p.m.