Triple
T13910380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Waikato District |
E334473
|
entity |
| Predicate | hasNeighbouringDistrict |
P17964
|
FINISHED |
| Object | Matamata-Piako District |
E325453
|
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: Matamata-Piako District | Statement: [South Waikato District, hasNeighbouringDistrict, Matamata-Piako District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matamata-Piako District Context triple: [South Waikato District, hasNeighbouringDistrict, Matamata-Piako District]
-
A.
Matamata-Piako District
chosen
Matamata-Piako District is a predominantly rural local government area in New Zealand’s North Island, known for dairy farming, horticulture, and the town of Matamata near the Hobbiton movie set.
-
B.
Ruapehu District
Ruapehu District is a territorial authority area in New Zealand’s central North Island, known for its volcanic landscapes, including Mount Ruapehu, and its proximity to major natural features such as the Whanganui River.
-
C.
Korangi District
Korangi District is an administrative district in the southeastern part of Karachi, Pakistan, known for its large industrial zones and densely populated residential areas.
-
D.
Rangitīkei District
Rangitīkei District is a largely rural territorial authority area in the Manawatū-Whanganui region of New Zealand’s North Island, known for its farming communities and dramatic river gorges.
-
E.
Waitomo District
Waitomo District is a rural local government area on New Zealand’s North Island, best known for its extensive cave systems and glowworm-lit underground attractions.
- 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_69d81c5eaa9c819083b1ff8689179565 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2723461881908376b5509ee0d530 |
completed | April 14, 2026, 11:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa11c81f481909129eef69e47d079 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:16 p.m.