Triple
T11017999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North West Cambridge Development |
E260411
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object |
South Cambridgeshire District Council
South Cambridgeshire District Council is the local government authority responsible for providing municipal services and planning oversight for the predominantly rural district surrounding the city of Cambridge in Cambridgeshire, England.
|
E900255
|
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: South Cambridgeshire District Council | Statement: [North West Cambridge Development, planningAuthority, South Cambridgeshire District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Cambridgeshire District Council Context triple: [North West Cambridge Development, planningAuthority, South Cambridgeshire District Council]
-
A.
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.
-
B.
South East Cambridgeshire
South East Cambridgeshire is a UK parliamentary constituency in the county of Cambridgeshire, covering a largely rural and suburban area to the east and southeast of the city of Cambridge.
-
C.
Huntingdonshire District Council
Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
-
D.
East Cambridgeshire
East Cambridgeshire is a local government district in the county of Cambridgeshire in eastern England, known for its historic city of Ely and surrounding rural landscapes.
-
E.
North East Cambridgeshire
North East Cambridgeshire is a UK parliamentary constituency in the county of Cambridgeshire, represented in the House of Commons by a single Member of Parliament.
- 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: South Cambridgeshire District Council Triple: [North West Cambridge Development, planningAuthority, South Cambridgeshire District Council]
Generated description
South Cambridgeshire District Council is the local government authority responsible for providing municipal services and planning oversight for the predominantly rural district surrounding the city of Cambridge in Cambridgeshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Cambridgeshire District Council Target entity description: South Cambridgeshire District Council is the local government authority responsible for providing municipal services and planning oversight for the predominantly rural district surrounding the city of Cambridge in Cambridgeshire, England.
-
A.
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.
-
B.
South East Cambridgeshire
South East Cambridgeshire is a UK parliamentary constituency in the county of Cambridgeshire, covering a largely rural and suburban area to the east and southeast of the city of Cambridge.
-
C.
Huntingdonshire District Council
Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
-
D.
East Cambridgeshire
East Cambridgeshire is a local government district in the county of Cambridgeshire in eastern England, known for its historic city of Ely and surrounding rural landscapes.
-
E.
North East Cambridgeshire
North East Cambridgeshire is a UK parliamentary constituency in the county of Cambridgeshire, represented in the House of Commons by a single Member of Parliament.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797a7f4a881908232f99d18d95149 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374d371ec8190aba9e77346c6e876 |
completed | April 18, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_69e37ab860f48190808ba0076cfa9c98 |
completed | April 18, 2026, 12:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3864dd0d48190b3fd81381f5d7418 |
completed | April 18, 2026, 1:25 p.m. |
Created at: April 8, 2026, 9:25 p.m.