Triple

T17420306
Position Surface form Disambiguated ID Type / Status
Subject Local Government Act 2003 E423592 entity
Predicate implementedBy P172 FINISHED
Object Prudential Code for Capital Finance in Local Authorities
The Prudential Code for Capital Finance in Local Authorities is a professional code issued by the Chartered Institute of Public Finance and Accountancy that sets out a framework for local authorities in the UK to ensure their capital investment plans are affordable, prudent, and sustainable.
E1268185 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: Prudential Code for Capital Finance in Local Authorities | Statement: [Local Government Act 2003, implementedBy, Prudential Code for Capital Finance in Local Authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prudential Code for Capital Finance in Local Authorities
Context triple: [Local Government Act 2003, implementedBy, Prudential Code for Capital Finance in Local Authorities]
  • A. Local Government Finance Act 2012
    The Local Government Finance Act 2012 is a UK law that reformed local government funding, notably introducing local retention of business rates and changes to council tax support.
  • B. 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.
  • C. Municipal Finance Management Act
    The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
  • D. Local Government Finance Act 1982
    The Local Government Finance Act 1982 is a UK statute that reformed the financial management and auditing framework of local authorities and related public bodies.
  • E. Lyons Inquiry into Local Government
    The Lyons Inquiry into Local Government was an independent review in England, led by Sir Michael Lyons, that examined the role, function, and funding of local government and made recommendations for reform.
  • 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: Prudential Code for Capital Finance in Local Authorities
Triple: [Local Government Act 2003, implementedBy, Prudential Code for Capital Finance in Local Authorities]
Generated description
The Prudential Code for Capital Finance in Local Authorities is a professional code issued by the Chartered Institute of Public Finance and Accountancy that sets out a framework for local authorities in the UK to ensure their capital investment plans are affordable, prudent, and sustainable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prudential Code for Capital Finance in Local Authorities
Target entity description: The Prudential Code for Capital Finance in Local Authorities is a professional code issued by the Chartered Institute of Public Finance and Accountancy that sets out a framework for local authorities in the UK to ensure their capital investment plans are affordable, prudent, and sustainable.
  • A. Local Government Finance Act 2012
    The Local Government Finance Act 2012 is a UK law that reformed local government funding, notably introducing local retention of business rates and changes to council tax support.
  • B. 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.
  • C. Municipal Finance Management Act
    The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
  • D. Local Government Finance Act 1982
    The Local Government Finance Act 1982 is a UK statute that reformed the financial management and auditing framework of local authorities and related public bodies.
  • E. Lyons Inquiry into Local Government
    The Lyons Inquiry into Local Government was an independent review in England, led by Sir Michael Lyons, that examined the role, function, and funding of local government and made recommendations for reform.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44236419c8190a106748bca6f30cd completed April 19, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a8041f548190a076b10516ccfced completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a8d7e05c8190aceb0795a430fee7 completed May 11, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_6a01a943fdec8190a875c7eb56c742da completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.