Triple
T12387299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, New Zealand |
E295899
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Waipa District Council area |
E293582
|
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: Waipa District Council area | Statement: [Cambridge, New Zealand, partOf, Waipa District Council area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waipa District Council area Context triple: [Cambridge, New Zealand, partOf, Waipa District Council area]
-
A.
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.
-
B.
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.
-
C.
Waipā District
chosen
Waipā District is a predominantly rural local government area in New Zealand’s North Island, known for its dairy farming, historic towns like Cambridge and Te Awamutu, and location within the broader Waikato area.
-
D.
Kīpahulu District
Kīpahulu District is a lush, coastal area on the eastern side of Maui known for its waterfalls, pools, and scenic hiking trails within Haleakalā National Park.
-
E.
Kaʻū District
Kaʻū District is a large, rural region on the southern side of Hawaii’s Big Island, known for its volcanic landscapes, coffee farms, and rugged coastline.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbd489c819098233a111442762e |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac939bc819081629b9eef20c4e7 |
completed | May 2, 2026, 4:48 p.m. |
Created at: April 8, 2026, 9:54 p.m.