Triple

T17382019

Position	Surface form	Disambiguated ID	Type / Status
Subject	Audit Commission Act 1998	`E422590`	entity
Predicate	amends	`P1121`	FINISHED
Object	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.	`E1266165`	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 Finance Act 1982 | Statement: [Audit Commission Act 1998, amends, Local Government Finance Act 1982]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Local Government Finance Act 1982
Context triple: [Audit Commission Act 1998, amends, Local Government Finance Act 1982]

A. 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.
B. Local Government Finance Act 1988
The Local Government Finance Act 1988 is a key UK statute that reformed local authority funding, most notably introducing the community charge or "poll tax" and reshaping the system of non-domestic rates.
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 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.
E. Public Finance Act 1989
The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
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 Finance Act 1982
Triple: [Audit Commission Act 1998, amends, Local Government Finance Act 1982]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Local Government Finance Act 1982
Target entity description: 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.

A. 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.
B. Local Government Finance Act 1988
The Local Government Finance Act 1988 is a key UK statute that reformed local authority funding, most notably introducing the community charge or "poll tax" and reshaping the system of non-domestic rates.
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 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.
E. Public Finance Act 1989
The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
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_69d889d6535c81908be333c01deaec4e`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e43a86d8cc81909281b22f5da87d70`	completed	April 19, 2026, 2:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a019ff527a48190bc067819a26661eb`	completed	May 11, 2026, 9:23 a.m.
NEDg	Description generation	`batch_6a01a0d55d688190ad278f7189711773`	completed	May 11, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_6a01a1b4b2888190bcd8c008567c9c1e`	completed	May 11, 2026, 9:30 a.m.

Created at: April 10, 2026, 5:45 a.m.