Triple
T6020612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford |
E134052
|
entity |
| Predicate | hasBorough |
P300
|
FINISHED |
| Object | Borough of Stafford |
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: Borough of Stafford | Statement: [Stafford, hasBorough, Borough of Stafford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borough of Stafford Context triple: [Stafford, hasBorough, Borough of Stafford]
-
A.
Borough of Bedford
The Borough of Bedford is a local government district and unitary authority area in Bedfordshire, England, centered on the town of Bedford and its surrounding communities.
-
B.
Borough of Tamworth
The Borough of Tamworth is a local government district and borough in Staffordshire, England, centered on the historic market town of Tamworth.
-
C.
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.
-
D.
Borough of Rugby
The Borough of Rugby is a local government district in Warwickshire, England, centered on the market town of Rugby and encompassing its surrounding rural areas and villages.
-
E.
Borough of Nuneaton and Bedworth
The Borough of Nuneaton and Bedworth is a local government district in Warwickshire, England, encompassing the towns of Nuneaton and Bedworth and their surrounding areas.
- 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_69c108be2170819084b4b940e52b0185 |
completed | March 23, 2026, 9:32 a.m. |
Created at: March 22, 2026, 4:07 p.m.