Triple
T17077395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dunstable, Bedfordshire, England |
E414385
|
entity |
| Predicate | parliamentaryConstituency |
P2710
|
FINISHED |
| Object |
South West Bedfordshire
South West Bedfordshire is a UK parliamentary constituency in Bedfordshire that includes the town of Dunstable and surrounding areas.
|
E1250400
|
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 West Bedfordshire | Statement: [Dunstable, Bedfordshire, England, parliamentaryConstituency, South West Bedfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South West Bedfordshire Context triple: [Dunstable, Bedfordshire, England, parliamentaryConstituency, South West Bedfordshire]
-
A.
North East Bedfordshire
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
-
B.
South West Hertfordshire
South West Hertfordshire is a UK parliamentary constituency in Hertfordshire that elects a Member of Parliament to the House of Commons.
-
C.
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.
-
D.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
-
E.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
- 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 West Bedfordshire Triple: [Dunstable, Bedfordshire, England, parliamentaryConstituency, South West Bedfordshire]
Generated description
South West Bedfordshire is a UK parliamentary constituency in Bedfordshire that includes the town of Dunstable and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South West Bedfordshire Target entity description: South West Bedfordshire is a UK parliamentary constituency in Bedfordshire that includes the town of Dunstable and surrounding areas.
-
A.
North East Bedfordshire
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
-
B.
South West Hertfordshire
South West Hertfordshire is a UK parliamentary constituency in Hertfordshire that elects a Member of Parliament to the House of Commons.
-
C.
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.
-
D.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
-
E.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
- 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbc625c48190b679a521180e10ad |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139f7e6408190978c940c6e641d47 |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013ae388548190b09d2c81e1ab0d02 |
completed | May 11, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013b4df74c81908b3b99e276531e13 |
completed | May 11, 2026, 2:13 a.m. |
Created at: April 10, 2026, 5:34 a.m.