Triple

T8326009
Position Surface form Disambiguated ID Type / Status
Subject Walthamstow, Essex, England E194955 entity
Predicate hasConstituency P1971 FINISHED
Object Walthamstow (UK Parliament constituency)
Walthamstow (UK Parliament constituency) is a UK parliamentary seat in northeast London, represented in the House of Commons and centred on the district of Walthamstow in the London Borough of Waltham Forest.
 E725149 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: Walthamstow (UK Parliament constituency) | Statement: [Walthamstow, Essex, England, hasConstituency, Walthamstow (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walthamstow (UK Parliament constituency)
Context triple: [Walthamstow, Essex, England, hasConstituency, Walthamstow (UK Parliament constituency)]
  • A. Walthamstow East (UK Parliament constituency)
    Walthamstow East was a former UK parliamentary constituency in northeast London that elected one Member of Parliament to the House of Commons.
  • B. Walthamstow Central
    Walthamstow Central is a major transport hub in northeast London, serving as both an Underground and National Rail station for the surrounding Walthamstow area.
  • C. Hammersmith (UK Parliament constituency)
    Hammersmith (UK Parliament constituency) is a borough constituency represented in the House of Commons of the UK Parliament, covering the Hammersmith area in west London.
  • D. Hampstead and Kilburn (UK Parliament constituency)
    Hampstead and Kilburn is a UK parliamentary constituency in north-west London that covers diverse residential areas including parts of Camden and Brent, such as Swiss Cottage.
  • E. Tooting (UK Parliament constituency)
    Tooting (UK Parliament constituency) is a UK parliamentary seat in South London that covers parts of the London Borough of Wandsworth, including the district of Tooting and surrounding areas.
  • 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: Walthamstow (UK Parliament constituency)
Triple: [Walthamstow, Essex, England, hasConstituency, Walthamstow (UK Parliament constituency)]
Generated description
Walthamstow (UK Parliament constituency) is a UK parliamentary seat in northeast London, represented in the House of Commons and centred on the district of Walthamstow in the London Borough of Waltham Forest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walthamstow (UK Parliament constituency)
Target entity description: Walthamstow (UK Parliament constituency) is a UK parliamentary seat in northeast London, represented in the House of Commons and centred on the district of Walthamstow in the London Borough of Waltham Forest.
  • A. Walthamstow East (UK Parliament constituency)
    Walthamstow East was a former UK parliamentary constituency in northeast London that elected one Member of Parliament to the House of Commons.
  • B. Walthamstow Central
    Walthamstow Central is a major transport hub in northeast London, serving as both an Underground and National Rail station for the surrounding Walthamstow area.
  • C. Hammersmith (UK Parliament constituency)
    Hammersmith (UK Parliament constituency) is a borough constituency represented in the House of Commons of the UK Parliament, covering the Hammersmith area in west London.
  • D. Hampstead and Kilburn (UK Parliament constituency)
    Hampstead and Kilburn is a UK parliamentary constituency in north-west London that covers diverse residential areas including parts of Camden and Brent, such as Swiss Cottage.
  • E. Tooting (UK Parliament constituency)
    Tooting (UK Parliament constituency) is a UK parliamentary seat in South London that covers parts of the London Borough of Wandsworth, including the district of Tooting and surrounding areas.
  • 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7fba688190b696593dfb2cde5d completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b22afc81909c867d83a1744139 completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.