Triple
T16936934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Picton |
E410852
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Marlborough District |
E222576
|
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: Marlborough District | Statement: [Picton, localGovernmentArea, Marlborough District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough District Context triple: [Picton, localGovernmentArea, Marlborough District]
-
A.
Ashburton District
Ashburton District is a largely rural local government area in New Zealand’s South Island, centered on the town of Ashburton and known for its intensive agriculture and farming.
-
B.
Marlborough Region
chosen
Marlborough Region is a prominent area in the northeast of New Zealand’s South Island, best known internationally for its wine production, especially Sauvignon Blanc.
-
C.
Canterbury District
Canterbury District is a local government district in Kent, England, centered on the historic cathedral city of Canterbury and encompassing surrounding towns and rural areas.
-
D.
Westland District
Westland District is a sparsely populated local government area on the rugged West Coast of New Zealand’s South Island, known for its glaciers, rainforests, and dramatic coastal landscapes.
-
E.
Selwyn District
Selwyn District is a largely rural local government area in New Zealand’s South Island, situated west of Christchurch within the Canterbury region.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cf2adf448190ab0dbebb3addbd80 |
completed | April 18, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfe5210c8190873be6ccf2369b34 |
completed | May 10, 2026, 6:35 p.m. |
Created at: April 10, 2026, 5:30 a.m.