Triple
T21073340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Bedfordshire District Council |
E519164
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
South Bedfordshire
South Bedfordshire was a local government district in Bedfordshire, England, that included towns such as Dunstable and Leighton Buzzard before being replaced by Central Bedfordshire in 2009.
|
E1464502
|
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 Bedfordshire | Statement: [South Bedfordshire District Council, locatedIn, South Bedfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Bedfordshire Context triple: [South Bedfordshire District Council, locatedIn, South Bedfordshire]
-
A.
South West Bedfordshire
South West Bedfordshire is a UK parliamentary constituency in Bedfordshire that includes the town of Dunstable and surrounding areas.
-
B.
Central Bedfordshire
Central Bedfordshire is a unitary authority area in the ceremonial county of Bedfordshire in England, known for its mix of rural countryside, market towns, and growing commuter settlements.
-
C.
North East Bedfordshire
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
-
D.
Mid Bedfordshire
Mid Bedfordshire is a UK parliamentary constituency in the county of Bedfordshire, represented in the House of Commons.
-
E.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
- 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 Bedfordshire Triple: [South Bedfordshire District Council, locatedIn, South Bedfordshire]
Generated description
South Bedfordshire was a local government district in Bedfordshire, England, that included towns such as Dunstable and Leighton Buzzard before being replaced by Central Bedfordshire in 2009.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Bedfordshire Target entity description: South Bedfordshire was a local government district in Bedfordshire, England, that included towns such as Dunstable and Leighton Buzzard before being replaced by Central Bedfordshire in 2009.
-
A.
South West Bedfordshire
South West Bedfordshire is a UK parliamentary constituency in Bedfordshire that includes the town of Dunstable and surrounding areas.
-
B.
Central Bedfordshire
Central Bedfordshire is a unitary authority area in the ceremonial county of Bedfordshire in England, known for its mix of rural countryside, market towns, and growing commuter settlements.
-
C.
North East Bedfordshire
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
-
D.
Mid Bedfordshire
Mid Bedfordshire is a UK parliamentary constituency in the county of Bedfordshire, represented in the House of Commons.
-
E.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
- 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_69e0b506e59c8190849b71ed07929215 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e702d491a08190a9f5f28c0b72d38c |
completed | April 21, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09507598948190917746ab2eec4c7e |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a095110f5c081908458a6cbc9144986 |
completed | May 17, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09518e0a088190999ba39bcbc9cb5f |
completed | May 17, 2026, 5:26 a.m. |
Created at: April 16, 2026, 2:47 p.m.