Triple

T2311724
Position Surface form Disambiguated ID Type / Status
Subject Office of the Registrar of Consultant Lobbyists E51972 entity
Predicate legalBasis P125 FINISHED
Object Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
The Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 is a UK law that regulates lobbying activities, spending by non-party campaigners at elections, and certain aspects of trade union administration to increase openness and accountability in political influence.
E256575 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: Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 | Statement: [Office of the Registrar of Consultant Lobbyists, legalBasis, Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
Context triple: [Office of the Registrar of Consultant Lobbyists, legalBasis, Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014]
  • A. House of Lords Reform
    House of Lords Reform refers to the ongoing political and constitutional efforts to change the composition, powers, and role of the United Kingdom’s upper parliamentary chamber.
  • B. Ethics Reform Act of 1989
    The Ethics Reform Act of 1989 is a U.S. federal law that overhauled government ethics rules by tightening restrictions on lobbying and outside income while revising compensation and conduct standards for public officials.
  • C. Electoral Commission Act
    The Electoral Commission Act was a U.S. federal law passed in 1877 that created a special bipartisan commission to resolve the disputed 1876 presidential election between Rutherford B. Hayes and Samuel J. Tilden.
  • D. Council of State Act
    The Council of State Act is the Dutch statute that defines the composition, powers, and procedures of the Netherlands’ highest advisory body to the government and supreme administrative court.
  • E. Ethics in Government Act
    The Ethics in Government Act is a U.S. federal law enacted in 1978 that established financial disclosure requirements for public officials and created mechanisms such as the Office of Government Ethics and the independent counsel to promote transparency and prevent conflicts of interest in government.
  • 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: Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
Triple: [Office of the Registrar of Consultant Lobbyists, legalBasis, Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014]
Generated description
The Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 is a UK law that regulates lobbying activities, spending by non-party campaigners at elections, and certain aspects of trade union administration to increase openness and accountability in political influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
Target entity description: The Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 is a UK law that regulates lobbying activities, spending by non-party campaigners at elections, and certain aspects of trade union administration to increase openness and accountability in political influence.
  • A. House of Lords Reform
    House of Lords Reform refers to the ongoing political and constitutional efforts to change the composition, powers, and role of the United Kingdom’s upper parliamentary chamber.
  • B. Ethics Reform Act of 1989
    The Ethics Reform Act of 1989 is a U.S. federal law that overhauled government ethics rules by tightening restrictions on lobbying and outside income while revising compensation and conduct standards for public officials.
  • C. Electoral Commission Act
    The Electoral Commission Act was a U.S. federal law passed in 1877 that created a special bipartisan commission to resolve the disputed 1876 presidential election between Rutherford B. Hayes and Samuel J. Tilden.
  • D. Council of State Act
    The Council of State Act is the Dutch statute that defines the composition, powers, and procedures of the Netherlands’ highest advisory body to the government and supreme administrative court.
  • E. Ethics in Government Act
    The Ethics in Government Act is a U.S. federal law enacted in 1978 that established financial disclosure requirements for public officials and created mechanisms such as the Office of Government Ethics and the independent counsel to promote transparency and prevent conflicts of interest in government.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc6188c2481908054887527c633fe completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895c95388190848f592fc5d48ec6 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8e9193808190a29ed60d74065088 completed March 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae8f373c80819095b93a7fecbd788b completed March 9, 2026, 9:13 a.m.
Created at: March 4, 2026, 7:49 p.m.