Triple
T22521675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bispham |
E556793
|
entity |
| Predicate | representedInParliamentBy |
P18662
|
FINISHED |
| Object |
Blackpool North and Cleveleys constituency
Blackpool North and Cleveleys is a UK parliamentary constituency in Lancashire that covers the northern part of Blackpool and the nearby town of Cleveleys, electing one Member of Parliament to the House of Commons.
|
E1540404
|
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: Blackpool North and Cleveleys constituency | Statement: [Bispham, representedInParliamentBy, Blackpool North and Cleveleys constituency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackpool North and Cleveleys constituency Context triple: [Bispham, representedInParliamentBy, Blackpool North and Cleveleys constituency]
-
A.
Blackpool North
Blackpool North is the main railway station serving the seaside resort town of Blackpool in Lancashire, England.
-
B.
Blackpool Council
Blackpool Council is the local government authority responsible for providing public services and administration in the seaside town of Blackpool, England.
-
C.
Blackpool North and Fleetwood
Blackpool North and Fleetwood was a UK parliamentary constituency in Lancashire that combined the northern part of Blackpool with the nearby coastal town of Fleetwood.
-
D.
Ellesmere Port and Neston constituency
Ellesmere Port and Neston is a UK parliamentary constituency in Cheshire, centered on the industrial town of Ellesmere Port and the nearby town of Neston, electing one Member of Parliament to the House of Commons.
-
E.
Manchester Central constituency
Manchester Central constituency is a UK parliamentary seat in the city of Manchester, covering a central urban area that includes diverse inner-city districts such as Moss Side.
- 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: Blackpool North and Cleveleys constituency Triple: [Bispham, representedInParliamentBy, Blackpool North and Cleveleys constituency]
Generated description
Blackpool North and Cleveleys is a UK parliamentary constituency in Lancashire that covers the northern part of Blackpool and the nearby town of Cleveleys, electing one Member of Parliament to the House of Commons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackpool North and Cleveleys constituency Target entity description: Blackpool North and Cleveleys is a UK parliamentary constituency in Lancashire that covers the northern part of Blackpool and the nearby town of Cleveleys, electing one Member of Parliament to the House of Commons.
-
A.
Blackpool North
Blackpool North is the main railway station serving the seaside resort town of Blackpool in Lancashire, England.
-
B.
Blackpool Council
Blackpool Council is the local government authority responsible for providing public services and administration in the seaside town of Blackpool, England.
-
C.
Blackpool North and Fleetwood
Blackpool North and Fleetwood was a UK parliamentary constituency in Lancashire that combined the northern part of Blackpool with the nearby coastal town of Fleetwood.
-
D.
Ellesmere Port and Neston constituency
Ellesmere Port and Neston is a UK parliamentary constituency in Cheshire, centered on the industrial town of Ellesmere Port and the nearby town of Neston, electing one Member of Parliament to the House of Commons.
-
E.
Manchester Central constituency
Manchester Central constituency is a UK parliamentary seat in the city of Manchester, covering a central urban area that includes diverse inner-city districts such as Moss Side.
- 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_69e11e5657e881909f16ca58352c50da |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15e32b8a88190ac335d4298dd5ee3 |
completed | April 29, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17f44de48190a086900e1ca5cdc1 |
completed | May 18, 2026, 1:45 p.m. |
| NEDg | Description generation | batch_6a0b189b025c8190935d77837edac094 |
completed | May 18, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b193a558c81909c8c8c8bd82f7bda |
completed | May 18, 2026, 1:50 p.m. |
Created at: April 16, 2026, 8:50 p.m.