Triple
T14497195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blantyre |
E359531
|
entity |
| Predicate | isSeatOf |
P62
|
FINISHED |
| Object |
Blantyre District Council
Blantyre District Council is the local government authority responsible for administering and providing public services in the Blantyre District of Malawi.
|
E1103250
|
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: Blantyre District Council | Statement: [Blantyre, isSeatOf, Blantyre District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blantyre District Council Context triple: [Blantyre, isSeatOf, Blantyre District Council]
-
A.
West Dunbartonshire Council
West Dunbartonshire Council is the local authority responsible for providing public services and governance across the West Dunbartonshire area of Scotland.
-
B.
Argyll and Bute Council
Argyll and Bute Council is the unitary local government authority responsible for administering public services and governance across the Argyll and Bute area of western Scotland.
-
C.
East Dunbartonshire Council
East Dunbartonshire Council is the local authority responsible for providing public services and governance in the East Dunbartonshire area of Scotland.
-
D.
Renfrewshire Council
Renfrewshire Council is the local authority responsible for providing public services and governance across the Renfrewshire area in west-central Scotland.
-
E.
South Ayrshire Council
South Ayrshire Council is the local government authority responsible for providing public services and administration across the South Ayrshire area of southwest Scotland.
- 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: Blantyre District Council Triple: [Blantyre, isSeatOf, Blantyre District Council]
Generated description
Blantyre District Council is the local government authority responsible for administering and providing public services in the Blantyre District of Malawi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blantyre District Council Target entity description: Blantyre District Council is the local government authority responsible for administering and providing public services in the Blantyre District of Malawi.
-
A.
West Dunbartonshire Council
West Dunbartonshire Council is the local authority responsible for providing public services and governance across the West Dunbartonshire area of Scotland.
-
B.
Argyll and Bute Council
Argyll and Bute Council is the unitary local government authority responsible for administering public services and governance across the Argyll and Bute area of western Scotland.
-
C.
East Dunbartonshire Council
East Dunbartonshire Council is the local authority responsible for providing public services and governance in the East Dunbartonshire area of Scotland.
-
D.
Renfrewshire Council
Renfrewshire Council is the local authority responsible for providing public services and governance across the Renfrewshire area in west-central Scotland.
-
E.
South Ayrshire Council
South Ayrshire Council is the local government authority responsible for providing public services and administration across the South Ayrshire area of southwest Scotland.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9311cc748190880c784f173b7f2b |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9731588190b27a826582e5fc6d |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6f82453481909a3e1b032f30a7a5 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd708521c881909863b7cd3fc4a313 |
completed | May 8, 2026, 5:11 a.m. |
Created at: April 10, 2026, 1:21 a.m.