Triple
T13759644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biggleswade |
E330568
|
entity |
| Predicate | parliamentaryConstituency |
P2710
|
FINISHED |
| Object |
North East Bedfordshire
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
|
E1062732
|
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: North East Bedfordshire | Statement: [Biggleswade, parliamentaryConstituency, North East Bedfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North East Bedfordshire Context triple: [Biggleswade, parliamentaryConstituency, North East Bedfordshire]
-
A.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
-
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 Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
-
D.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
-
E.
East Hertfordshire district
East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
- 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: North East Bedfordshire Triple: [Biggleswade, parliamentaryConstituency, North East Bedfordshire]
Generated description
North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North East Bedfordshire Target entity description: North East Bedfordshire is a UK parliamentary constituency in Bedfordshire, England, represented in the House of Commons.
-
A.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
-
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 Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
-
D.
West Hertfordshire
West Hertfordshire is a region in the western part of Hertfordshire, England, encompassing several towns and rural areas including Tring.
-
E.
East Hertfordshire district
East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0223ab9081909db05334860405e0 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b06faed88190abc44e6256cb9301 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b45e86b08190bde93be8c849a7bd |
completed | May 3, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b4ed81b08190b863589f19a2ec03 |
completed | May 3, 2026, 8:49 p.m. |
Created at: April 9, 2026, 10:09 p.m.