Triple

T3300157
Position Surface form Disambiguated ID Type / Status
Subject Broadland and Fakenham (from 2024 boundary changes) E69308 entity
Predicate replacesInPart P40785 FINISHED
Object Broadland (UK Parliament constituency)
Broadland (UK Parliament constituency) is a UK parliamentary seat in Norfolk that primarily covers rural and suburban areas north and east of Norwich.
E346400 NE FINISHED

How this triple was built (5 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: Broadland (UK Parliament constituency) | Statement: [Broadland and Fakenham (from 2024 boundary changes), replacesInPart, Broadland (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broadland (UK Parliament constituency)
Context triple: [Broadland and Fakenham (from 2024 boundary changes), replacesInPart, Broadland (UK Parliament constituency)]
  • A. The Cotswolds (UK Parliament constituency)
    The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
  • B. Buckingham (UK Parliament constituency)
    Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of the House of Commons.
  • C. Bracknell (UK Parliament constituency)
    Bracknell (UK Parliament constituency) is a UK parliamentary seat in Berkshire that elects one Member of Parliament to the House of Commons, centered on the town of Bracknell and surrounding areas.
  • D. Banbury constituency
    Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
  • E. Newbury (UK Parliament constituency)
    Newbury (UK Parliament constituency) is a long-established electoral area in Berkshire represented in the UK House of Commons, covering the town of Newbury and surrounding 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: Broadland (UK Parliament constituency)
Triple: [Broadland and Fakenham (from 2024 boundary changes), replacesInPart, Broadland (UK Parliament constituency)]
Generated description
Broadland (UK Parliament constituency) is a UK parliamentary seat in Norfolk that primarily covers rural and suburban areas north and east of Norwich.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broadland (UK Parliament constituency)
Target entity description: Broadland (UK Parliament constituency) is a UK parliamentary seat in Norfolk that primarily covers rural and suburban areas north and east of Norwich.
  • A. The Cotswolds (UK Parliament constituency)
    The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
  • B. Buckingham (UK Parliament constituency)
    Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of the House of Commons.
  • C. Chippenham (UK Parliament constituency)
    Chippenham (UK Parliament constituency) is a UK parliamentary seat in Wiltshire, England, centered on the town of Chippenham and surrounding communities.
  • D. Bracknell (UK Parliament constituency)
    Bracknell (UK Parliament constituency) is a UK parliamentary seat in Berkshire that elects one Member of Parliament to the House of Commons, centered on the town of Bracknell and surrounding areas.
  • E. Banbury constituency
    Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: replacesInPart
Context triple: [Broadland and Fakenham (from 2024 boundary changes), replacesInPart, Broadland (UK Parliament constituency)]
  • A. replacesInPractice
    Indicates that one entity has effectively taken over the role, function, or use of another entity in real-world application or usage.
  • B. replacesComponentOf
    Indicates that one entity takes the place of a specific component within another entity, substituting for that component in its role or function.
  • C. partlyReplacedBy chosen
    Indicates that one entity has been superseded or substituted in part, but not entirely, by another entity.
  • D. replacedWith
    Indicates that one entity has been substituted or superseded by another entity, taking over its role, function, or position.
  • E. placedBy
    Indicates that one entity was positioned, set, or put in a location or context by another entity.
  • F. None of above.

Provenance (6 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0a66fcc819093931fe7a6507723 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3db14ac819083182f56c60b61b2 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa0ed27c8190a32c153b44b7b2dd completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b312b273b48190a949e61b87722084 completed March 12, 2026, 7:23 p.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:11 p.m.