Triple
T6312350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blenheim |
E141532
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Marlborough District Council
Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
|
E583732
|
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: Marlborough District Council | Statement: [Blenheim, governingBody, Marlborough District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough District Council Context triple: [Blenheim, governingBody, Marlborough District Council]
-
A.
Kingborough Council
Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
-
B.
Southland District Council
Southland District Council is the local government authority responsible for administering the Southland District in New Zealand, including its communities, infrastructure, and services.
-
C.
Hay Shire Council
Hay Shire Council is the local government authority responsible for administering municipal services and community development in the Hay Shire area of New South Wales, Australia.
-
D.
Berkshire County Council
Berkshire County Council was the former top-tier local government authority responsible for administering public services and local governance across the historic county of Berkshire, England, until its abolition in 1998.
-
E.
Christchurch Borough Council
Christchurch Borough Council was the former local government authority responsible for administering the borough of Christchurch in Dorset, England, until its functions were absorbed into the unitary Dorset Council.
- 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: Marlborough District Council Triple: [Blenheim, governingBody, Marlborough District Council]
Generated description
Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough District Council Target entity description: Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
-
A.
Kingborough Council
Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
-
B.
Southland District Council
Southland District Council is the local government authority responsible for administering the Southland District in New Zealand, including its communities, infrastructure, and services.
-
C.
Hay Shire Council
Hay Shire Council is the local government authority responsible for administering municipal services and community development in the Hay Shire area of New South Wales, Australia.
-
D.
Berkshire County Council
Berkshire County Council was the former top-tier local government authority responsible for administering public services and local governance across the historic county of Berkshire, England, until its abolition in 1998.
-
E.
Christchurch Borough Council
Christchurch Borough Council was the former local government authority responsible for administering the borough of Christchurch in Dorset, England, until its functions were absorbed into the unitary Dorset Council.
- 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_69c008d00efc8190a36c05b4b4a3bf4b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0649ea98c819086509e175812c6c0 |
completed | March 22, 2026, 9:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e469355c81908049e0c68a8c0259 |
completed | March 27, 2026, 1:59 a.m. |
| NEDg | Description generation | batch_69c5ee04b2388190b36dc9bb23b4a18a |
completed | March 27, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5ee780bb08190a97c90804f9c6b68 |
completed | March 27, 2026, 2:42 a.m. |
Created at: March 22, 2026, 4:28 p.m.