Triple

T14274695
Position Surface form Disambiguated ID Type / Status
Subject Walford E353885 entity
Predicate hasFictionalBoroughCouncil P37587 FINISHED
Object Walford Borough Council
Walford Borough Council is the fictional local governing body featured in the British soap opera "EastEnders," overseeing the affairs of the show's London borough setting.
E1090491 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: Walford Borough Council | Statement: [Walford, hasFictionalBoroughCouncil, Walford Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walford Borough Council
Context triple: [Walford, hasFictionalBoroughCouncil, Walford Borough Council]
  • A. Watford Borough Council
    Watford Borough Council is the local government authority responsible for providing municipal services and governance for the town of Watford in Hertfordshire, England.
  • B. Woking Borough Council
    Woking Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Woking in Surrey, England.
  • C. Welwyn Hatfield Borough Council
    Welwyn Hatfield Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Welwyn Hatfield in Hertfordshire, England.
  • D. Kingborough Council
    Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
  • E. Bedford Borough Council
    Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
  • 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: Walford Borough Council
Triple: [Walford, hasFictionalBoroughCouncil, Walford Borough Council]
Generated description
Walford Borough Council is the fictional local governing body featured in the British soap opera "EastEnders," overseeing the affairs of the show's London borough setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walford Borough Council
Target entity description: Walford Borough Council is the fictional local governing body featured in the British soap opera "EastEnders," overseeing the affairs of the show's London borough setting.
  • A. Watford Borough Council
    Watford Borough Council is the local government authority responsible for providing municipal services and governance for the town of Watford in Hertfordshire, England.
  • B. Woking Borough Council
    Woking Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Woking in Surrey, England.
  • C. Welwyn Hatfield Borough Council
    Welwyn Hatfield Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Welwyn Hatfield in Hertfordshire, England.
  • D. Kingborough Council
    Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
  • E. Bedford Borough Council
    Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFictionalBoroughCouncil
Context triple: [Walford, hasFictionalBoroughCouncil, Walford Borough Council]
  • A. hasBoroughCouncil chosen
    Indicates that an administrative area is governed or overseen by a specific borough council.
  • B. hasFictionalPoliceDepartment
    Indicates that an entity is associated with or features a police department that exists only within a fictional or imaginary context.
  • C. hasFictionalCounty
    Indicates that one entity includes, is set in, or is associated with a county that is fictional rather than real.
  • D. isCentralBoroughOf
    Indicates that a borough serves as the primary or central administrative or geographic district of a specified city or region.
  • E. hasFictionalCountySeatRole
    Indicates that an entity serves in the role of county seat within a fictional or imaginary administrative setting.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6582f5308190969f4cfd724d9139 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326d35808190bbf3f6bbc50554f4 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd372c49d88190ad76477d24e48d59 completed May 8, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd379feff081908a74d12782bedbee completed May 8, 2026, 1:08 a.m.
PD Predicate disambiguation batch_69de2a88446481909cd526da97a3b70f completed April 14, 2026, 11:52 a.m.
Created at: April 10, 2026, 1:10 a.m.