Triple

T17577698
Position Surface form Disambiguated ID Type / Status
Subject Municipal Finance Management Act E428114 entity
Predicate fullName P16 FINISHED
Object Local Government: Municipal Finance Management Act, 2003 — NE NERFINISHED

How this triple was built (2 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: Municipal Finance Management Act, 2003 | Statement: [Municipal Finance Management Act, fullName, Local Government: Municipal Finance Management Act, 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Local Government: Municipal Finance Management Act, 2003
Context triple: [Municipal Finance Management Act, fullName, Local Government: Municipal Finance Management Act, 2003]
  • A. Municipal Finance Management Act chosen
    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.
  • 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. 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.
  • 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. Public Finance Management Act 2012
    The Public Finance Management Act 2012 is a Kenyan law that establishes the principles, structures, and procedures for managing public funds and overseeing national and county government finances.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463cb40088190b726f2c026358cf2 completed April 19, 2026, 5:10 a.m.
Created at: April 10, 2026, 5:50 a.m.