Triple

T3397541
Position Surface form Disambiguated ID Type / Status
Subject Birmingham City Council E71564 entity
Predicate follows P134 FINISHED
Object Local Government Act 2000
The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
 E355035 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: Local Government Act 2000 | Statement: [Birmingham City Council, follows, Local Government Act 2000]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Local Government Act 2000
Context triple: [Birmingham City Council, follows, Local Government Act 2000]
  • A. Local Government Act 2001
    The Local Government Act 2001 is an Irish statute that modernised and consolidated the legal framework for local authorities, defining their powers, structures, and governance arrangements.
  • B. Local Government Act 1992
    The Local Government Act 1992 is a UK law that reorganized local government structures in England and Wales, leading to the creation of new unitary authorities and changes to existing council boundaries and responsibilities.
  • C. Local Government Act 1985
    The Local Government Act 1985 is a UK law that abolished the Greater London Council and metropolitan county councils, significantly restructuring local government in England.
  • D. Local Government Finance Act 1992
    The Local Government Finance Act 1992 is a key UK statute that reformed local government funding arrangements and introduced the modern system of Council Tax.
  • E. Local Government Act 1972
    The Local Government Act 1972 is a major piece of UK legislation that reorganized local government structures in England and Wales, creating new administrative counties, districts, and boroughs.
  • 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: Local Government Act 2000
Triple: [Birmingham City Council, follows, Local Government Act 2000]
Generated description
The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Local Government Act 2000
Target entity description: The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
  • A. Local Government Act 2001
    The Local Government Act 2001 is an Irish statute that modernised and consolidated the legal framework for local authorities, defining their powers, structures, and governance arrangements.
  • B. Local Government Act 1992
    The Local Government Act 1992 is a UK law that reorganized local government structures in England and Wales, leading to the creation of new unitary authorities and changes to existing council boundaries and responsibilities.
  • C. Local Government Act 1985
    The Local Government Act 1985 is a UK law that abolished the Greater London Council and metropolitan county councils, significantly restructuring local government in England.
  • D. Local Government Finance Act 1992
    The Local Government Finance Act 1992 is a key UK statute that reformed local government funding arrangements and introduced the modern system of Council Tax.
  • E. Local Government Act 1972
    The Local Government Act 1972 is a major piece of UK legislation that reorganized local government structures in England and Wales, creating new administrative counties, districts, and boroughs.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8c4099081908a236376b4f86900 completed March 8, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bccebdc8190bbd5f2874d06a8a7 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e46b2b48190aedee8dabf5285bd completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc0b830819082b50ebd14b6490b completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.