Triple
T21073359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Bedfordshire District Council |
E519164
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Leighton-Linslade
Leighton-Linslade is a civil parish and twin town in Bedfordshire, England, known for its market town character and location near the Buckinghamshire border.
|
E1464503
|
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: Leighton-Linslade | Statement: [South Bedfordshire District Council, regionServed, Leighton-Linslade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leighton-Linslade Context triple: [South Bedfordshire District Council, regionServed, Leighton-Linslade]
-
A.
Leighton Buzzard
Leighton Buzzard is a historic market town in southern England known for its traditional high street, canal-side setting, and proximity to London.
-
B.
Radlett
Radlett is a prosperous commuter village in southern England, situated between St Albans and London within the county of Hertfordshire.
-
C.
Hoddesdon
Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
-
D.
Chalfont & Latimer
Chalfont & Latimer is a London Underground and National Rail station in Buckinghamshire, serving the villages of Chalfont St Giles, Chalfont St Peter, and Little Chalfont.
-
E.
Loughton
Loughton is a suburban town in southeast England known for its proximity to Epping Forest and its role as a commuter hub within the London metropolitan area.
- 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: Leighton-Linslade Triple: [South Bedfordshire District Council, regionServed, Leighton-Linslade]
Generated description
Leighton-Linslade is a civil parish and twin town in Bedfordshire, England, known for its market town character and location near the Buckinghamshire border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leighton-Linslade Target entity description: Leighton-Linslade is a civil parish and twin town in Bedfordshire, England, known for its market town character and location near the Buckinghamshire border.
-
A.
Leighton Buzzard
Leighton Buzzard is a historic market town in southern England known for its traditional high street, canal-side setting, and proximity to London.
-
B.
Radlett
Radlett is a prosperous commuter village in southern England, situated between St Albans and London within the county of Hertfordshire.
-
C.
Hoddesdon
Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
-
D.
Chalfont & Latimer
Chalfont & Latimer is a London Underground and National Rail station in Buckinghamshire, serving the villages of Chalfont St Giles, Chalfont St Peter, and Little Chalfont.
-
E.
Loughton
Loughton is a suburban town in southeast England known for its proximity to Epping Forest and its role as a commuter hub within the London metropolitan area.
- 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.