Triple
T18716007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vale Royal Borough Council |
E457641
|
entity |
| Predicate | appliesToJurisdiction |
P82
|
FINISHED |
| Object |
Frodsham and Helsby area
The Frodsham and Helsby area is a locality in Cheshire, England, encompassing the towns of Frodsham and Helsby and their surrounding communities.
|
E1338399
|
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: Frodsham and Helsby area | Statement: [Vale Royal Borough Council, appliesToJurisdiction, Frodsham and Helsby area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frodsham and Helsby area Context triple: [Vale Royal Borough Council, appliesToJurisdiction, Frodsham and Helsby area]
-
A.
Frodsham
Frodsham is a historic market town in Cheshire, England, known for its scenic setting near the River Mersey and surrounding hills.
-
B.
Helsby
Helsby is a village and civil parish in Cheshire, England, known for its railway station on the Manchester–Chester line and its prominent sandstone hill, Helsby Hill.
-
C.
Borough of Crewe and Nantwich
The Borough of Crewe and Nantwich was a former local government district in Cheshire, England, centered on the towns of Crewe and Nantwich before its functions were absorbed into the unitary authority of Cheshire East.
-
D.
Wilmslow
Wilmslow is an affluent town in Cheshire, England, known for its prosperous residential areas and location within the Greater Manchester commuter belt.
-
E.
Sandbach
Sandbach is a historic market town in Cheshire, England, noted for its Saxon crosses and traditional town centre.
- 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: Frodsham and Helsby area Triple: [Vale Royal Borough Council, appliesToJurisdiction, Frodsham and Helsby area]
Generated description
The Frodsham and Helsby area is a locality in Cheshire, England, encompassing the towns of Frodsham and Helsby and their surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frodsham and Helsby area Target entity description: The Frodsham and Helsby area is a locality in Cheshire, England, encompassing the towns of Frodsham and Helsby and their surrounding communities.
-
A.
Frodsham
Frodsham is a historic market town in Cheshire, England, known for its scenic setting near the River Mersey and surrounding hills.
-
B.
Helsby
Helsby is a village and civil parish in Cheshire, England, known for its railway station on the Manchester–Chester line and its prominent sandstone hill, Helsby Hill.
-
C.
Borough of Crewe and Nantwich
The Borough of Crewe and Nantwich was a former local government district in Cheshire, England, centered on the towns of Crewe and Nantwich before its functions were absorbed into the unitary authority of Cheshire East.
-
D.
Wilmslow
Wilmslow is an affluent town in Cheshire, England, known for its prosperous residential areas and location within the Greater Manchester commuter belt.
-
E.
Sandbach
Sandbach is a historic market town in Cheshire, England, noted for its Saxon crosses and traditional town centre.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56ab611bc819085164f252ac3a390 |
completed | April 19, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b43526481909c49cf343e4117a9 |
completed | May 14, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a052c813048819084870287ed9dce27 |
completed | May 14, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052cec9c788190a0c9396b35dd95c0 |
completed | May 14, 2026, 2:01 a.m. |
Created at: April 10, 2026, 11:50 a.m.