Triple
T13759706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempston |
E330570
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Bedford urban area
The Bedford urban area is a built-up conurbation in Bedfordshire, England, centered on the town of Bedford and encompassing surrounding settlements such as Kempston.
|
E1060059
|
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: Bedford urban area | Statement: [Kempston, partOf, Bedford urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedford urban area Context triple: [Kempston, partOf, Bedford urban area]
-
A.
Cambridge urban area
The Cambridge urban area is the densely populated metropolitan region centered on the city of Cambridge, encompassing its suburbs and surrounding settlements.
-
B.
Oxford urban area
The Oxford urban area is the contiguous built-up region centered on the historic city of Oxford in England, encompassing the city and its surrounding suburbs and settlements.
-
C.
Gresham urban area
The Gresham urban area is a suburban cityscape in the Portland metropolitan region of Oregon, characterized by residential neighborhoods, commercial districts, and surrounding natural features.
-
D.
Welwyn Garden City
Welwyn Garden City is a planned English town in Hertfordshire, founded by Ebenezer Howard in the early 20th century as a model community combining the benefits of city and countryside.
-
E.
Milton Keynes
Milton Keynes is a large, planned new town in Buckinghamshire, England, known for its grid road system, modern architecture, and extensive green spaces.
- 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: Bedford urban area Triple: [Kempston, partOf, Bedford urban area]
Generated description
The Bedford urban area is a built-up conurbation in Bedfordshire, England, centered on the town of Bedford and encompassing surrounding settlements such as Kempston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedford urban area Target entity description: The Bedford urban area is a built-up conurbation in Bedfordshire, England, centered on the town of Bedford and encompassing surrounding settlements such as Kempston.
-
A.
Cambridge urban area
The Cambridge urban area is the densely populated metropolitan region centered on the city of Cambridge, encompassing its suburbs and surrounding settlements.
-
B.
Oxford urban area
The Oxford urban area is the contiguous built-up region centered on the historic city of Oxford in England, encompassing the city and its surrounding suburbs and settlements.
-
C.
Gresham urban area
The Gresham urban area is a suburban cityscape in the Portland metropolitan region of Oregon, characterized by residential neighborhoods, commercial districts, and surrounding natural features.
-
D.
Welwyn Garden City
Welwyn Garden City is a planned English town in Hertfordshire, founded by Ebenezer Howard in the early 20th century as a model community combining the benefits of city and countryside.
-
E.
Milton Keynes
Milton Keynes is a large, planned new town in Buckinghamshire, England, known for its grid road system, modern architecture, and extensive green spaces.
- 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_69f7a8606dbc8190b0f7c38583986141 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7ac4f847c8190ab8be535e5399c79 |
completed | May 3, 2026, 8:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7acdf70f8819092700c7b6b619d13 |
completed | May 3, 2026, 8:15 p.m. |
Created at: April 9, 2026, 10:09 p.m.