Triple

T4623621
Position Surface form Disambiguated ID Type / Status
Subject Hamilton City Council E101042 entity
Predicate appliesLaw P125 FINISHED
Object Local Government Act 2002
The Local Government Act 2002 is a key New Zealand statute that sets out the powers, responsibilities, and governance framework for local authorities such as city and district councils.
E463818 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 2002 | Statement: [Hamilton City Council, appliesLaw, Local Government Act 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Government Act 2002
Context triple: [Hamilton City Council, appliesLaw, Local Government Act 2002]
  • 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 2003
    The Local Government Act 2003 is a UK statute that modernised local authority finance and governance, including new borrowing powers, investment rules, and prudential financial management frameworks for councils.
  • C. 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.
  • D. Local Government Act 1999
    The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
  • E. 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.
  • 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 2002
Triple: [Hamilton City Council, appliesLaw, Local Government Act 2002]
Generated description
The Local Government Act 2002 is a key New Zealand statute that sets out the powers, responsibilities, and governance framework for local authorities such as city and district councils.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Government Act 2002
Target entity description: The Local Government Act 2002 is a key New Zealand statute that sets out the powers, responsibilities, and governance framework for local authorities such as city and district councils.
  • 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 2003
    The Local Government Act 2003 is a UK statute that modernised local authority finance and governance, including new borrowing powers, investment rules, and prudential financial management frameworks for councils.
  • C. 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.
  • D. Local Government Act 1999
    The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
  • E. 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.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a053d38819097b3ecbc06aa6e4d completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69be102eb0048190bebc8a92a5338b83 completed March 21, 2026, 3:27 a.m.
NEDg Description generation batch_69be138d09888190845d4860b3880f1b completed March 21, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69be13e813e08190842ad5c2ad8e47cc completed March 21, 2026, 3:43 a.m.
Created at: March 20, 2026, 1:13 p.m.