Triple
T8946368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broughton, Wales |
E213229
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Flintshire County Council
Flintshire County Council is the unitary local authority responsible for providing public services and governance across the county of Flintshire in north-east Wales.
|
E768038
|
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: Flintshire County Council | Statement: [Broughton, Wales, hasLocalGovernment, Flintshire County Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flintshire County Council Context triple: [Broughton, Wales, hasLocalGovernment, Flintshire County Council]
-
A.
Flintshire
Flintshire is a county in northeast Wales known for its mix of industrial towns, historic sites, and rural landscapes along the Dee Estuary.
-
B.
Clwyd County Council
Clwyd County Council was the local government authority responsible for administering public services and local governance in the former county of Clwyd in north-east Wales.
-
C.
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.
-
D.
Powys County Council
Powys County Council is the unitary local authority responsible for providing public services and local governance across the largely rural county of Powys in mid-Wales.
-
E.
Dyfed County Council
Dyfed County Council was the former administrative authority for the historic county of Dyfed in Wales, overseeing local government functions there until its abolition in the 1990s.
- 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: Flintshire County Council Triple: [Broughton, Wales, hasLocalGovernment, Flintshire County Council]
Generated description
Flintshire County Council is the unitary local authority responsible for providing public services and governance across the county of Flintshire in north-east Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flintshire County Council Target entity description: Flintshire County Council is the unitary local authority responsible for providing public services and governance across the county of Flintshire in north-east Wales.
-
A.
Flintshire
Flintshire is a county in northeast Wales known for its mix of industrial towns, historic sites, and rural landscapes along the Dee Estuary.
-
B.
Clwyd County Council
Clwyd County Council was the local government authority responsible for administering public services and local governance in the former county of Clwyd in north-east Wales.
-
C.
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.
-
D.
Powys County Council
Powys County Council is the unitary local authority responsible for providing public services and local governance across the largely rural county of Powys in mid-Wales.
-
E.
Dyfed County Council
Dyfed County Council was the former administrative authority for the historic county of Dyfed in Wales, overseeing local government functions there until its abolition in the 1990s.
- 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_69ca839843408190a39069a029a89f15 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66dd00c481908ff20fd66c1954cc |
completed | April 1, 2026, 12:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1fcb44481908324220aeba1f4e2 |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc31798ec81908c200dd17be5e785 |
completed | April 3, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc44441208190a6b588c0609511fb |
completed | April 3, 2026, 1:44 p.m. |
Created at: March 30, 2026, 6:59 p.m.