Triple
T2235395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St Neots |
E49267
|
entity |
| Predicate | hasLocalCouncil |
P3379
|
FINISHED |
| Object |
St Neots Town Council
St Neots Town Council is the parish-level governing body responsible for representing residents and managing local services and amenities in the town of St Neots, Cambridgeshire, England.
|
E49267
|
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: St Neots Town Council | Statement: [St Neots, hasLocalCouncil, St Neots Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St Neots Town Council Context triple: [St Neots, hasLocalCouncil, St Neots Town Council]
-
A.
St Neots
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
B.
Norwich City Council
Norwich City Council is the local government authority responsible for providing municipal services and administration for the city of Norwich in England.
-
C.
Grayshott Parish Council
Grayshott Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Grayshott, England.
-
D.
Shrewsbury Town Council
Shrewsbury Town Council is the parish-level local authority responsible for representing and managing community services and local issues in the town of Shrewsbury, Shropshire, England.
-
E.
Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
- 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: St Neots Town Council Triple: [St Neots, hasLocalCouncil, St Neots Town Council]
Generated description
St Neots Town Council is the parish-level governing body responsible for representing residents and managing local services and amenities in the town of St Neots, Cambridgeshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St Neots Town Council Target entity description: St Neots Town Council is the parish-level governing body responsible for representing residents and managing local services and amenities in the town of St Neots, Cambridgeshire, England.
-
A.
St Neots
chosen
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
B.
Norwich City Council
Norwich City Council is the local government authority responsible for providing municipal services and administration for the city of Norwich in England.
-
C.
Grayshott Parish Council
Grayshott Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Grayshott, England.
-
D.
Shrewsbury Town Council
Shrewsbury Town Council is the parish-level local authority responsible for representing and managing community services and local issues in the town of Shrewsbury, Shropshire, England.
-
E.
Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc093ba0c819091df09a0e018fce1 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b068a388190962114f3798ef4f9 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbccdb08190a73fd20a110219d9 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c3d07a08190a6221a33fd02f73e |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.