Triple
T6020646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford |
E134052
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Stafford Borough Council |
E385239
|
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: Stafford Borough Council | Statement: [Stafford, governingBody, Stafford Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Borough Council Context triple: [Stafford, governingBody, Stafford Borough Council]
-
A.
Stafford Borough Council
chosen
Stafford Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Stafford in Staffordshire, England.
-
B.
Staffordshire County Council
Staffordshire County Council is the top-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Staffordshire, England.
-
C.
East Staffordshire Borough Council
East Staffordshire Borough Council is the local government authority responsible for providing municipal services and administration across the East Staffordshire borough in Staffordshire, England.
-
D.
Staffordshire Moorlands District Council
Staffordshire Moorlands District Council is the local government authority responsible for providing municipal services and administration across the Staffordshire Moorlands district in Staffordshire, England.
-
E.
Bedford Borough Council
Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
- 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_69c008742a5c8190b9cb9c2787a3d8b3 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04fba86a48190984e95d5adf7c7f1 |
completed | March 22, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c108c2e1c88190a1629c6438f6c8bd |
completed | March 23, 2026, 9:32 a.m. |
Created at: March 22, 2026, 4:07 p.m.