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.