Triple
T20258911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Staffordshire |
E498778
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Stafford Borough
Stafford Borough is a local government district and borough in Staffordshire, England, centered on the county town of Stafford and encompassing surrounding rural and suburban areas.
|
E385239
|
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: Stafford Borough | Statement: [East Staffordshire, borderedBy, Stafford Borough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Borough Context triple: [East Staffordshire, borderedBy, Stafford Borough]
-
A.
Stafford Borough Council
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 South
Staffordshire South was a former parliamentary constituency in England that elected Members of Parliament to the UK House of Commons.
-
C.
Chesterfield Borough
Chesterfield Borough is a local government district and borough in the county of Derbyshire, England, centered on the market town of Chesterfield.
-
D.
Stafford
Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
-
E.
Stafford
Stafford is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
- 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: Stafford Borough Triple: [East Staffordshire, borderedBy, Stafford Borough]
Generated description
Stafford Borough is a local government district and borough in Staffordshire, England, centered on the county town of Stafford and encompassing surrounding rural and suburban areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford Borough Target entity description: Stafford Borough is a local government district and borough in Staffordshire, England, centered on the county town of Stafford and encompassing surrounding rural and suburban areas.
-
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 South
Staffordshire South was a former parliamentary constituency in England that elected Members of Parliament to the UK House of Commons.
-
C.
Chesterfield Borough
Chesterfield Borough is a local government district and borough in the county of Derbyshire, England, centered on the market town of Chesterfield.
-
D.
Stafford
Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
-
E.
Stafford
Stafford is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
- F. None of above.
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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674c84e848190a6e8956698b84026 |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552c65488190922fc54374072e69 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855d7d87481908ff14d53a2ac94f7 |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0856e66c808190b5ef994f1cbc5f3e |
completed | May 16, 2026, 11:37 a.m. |
Created at: April 11, 2026, 11:41 p.m.