Triple

T4892211
Position Surface form Disambiguated ID Type / Status
Subject Federal Election Commission E109589 entity
Predicate jurisdiction P82 FINISHED
Object United States federal campaign finance law
United States federal campaign finance law is the body of statutes and regulations that governs how money is raised and spent in federal elections, including rules on contributions, disclosures, and political spending by individuals, parties, and organizations.
E479824 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: United States federal campaign finance law | Statement: [Federal Election Commission, jurisdiction, United States federal campaign finance law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States federal campaign finance law
Context triple: [Federal Election Commission, jurisdiction, United States federal campaign finance law]
  • A. Federal Election Campaign Act
    The Federal Election Campaign Act is a landmark U.S. law that regulates federal campaign finance, including contribution limits, disclosure requirements, and public funding of presidential elections.
  • B. Bipartisan Campaign Reform Act
    The Bipartisan Campaign Reform Act is a major U.S. law enacted in 2002 that overhauled campaign finance rules by restricting soft money contributions and regulating political advertising in federal elections.
  • C. Buckley v. Valeo
    Buckley v. Valeo is a landmark 1976 U.S. Supreme Court decision that reshaped campaign finance law by equating certain limits on political spending with restrictions on free speech under the First Amendment.
  • D. Citizens United v. Federal Election Commission
    Citizens United v. Federal Election Commission is a landmark 2010 U.S. Supreme Court case that dramatically expanded the political spending rights of corporations and unions by treating such expenditures as protected speech.
  • E. Federal Election Commission
    The Federal Election Commission is an independent U.S. regulatory agency responsible for enforcing federal campaign finance laws, including overseeing the disclosure and limits of contributions and expenditures in national elections.
  • 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: United States federal campaign finance law
Triple: [Federal Election Commission, jurisdiction, United States federal campaign finance law]
Generated description
United States federal campaign finance law is the body of statutes and regulations that governs how money is raised and spent in federal elections, including rules on contributions, disclosures, and political spending by individuals, parties, and organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States federal campaign finance law
Target entity description: United States federal campaign finance law is the body of statutes and regulations that governs how money is raised and spent in federal elections, including rules on contributions, disclosures, and political spending by individuals, parties, and organizations.
  • A. Federal Election Campaign Act
    The Federal Election Campaign Act is a landmark U.S. law that regulates federal campaign finance, including contribution limits, disclosure requirements, and public funding of presidential elections.
  • B. Bipartisan Campaign Reform Act
    The Bipartisan Campaign Reform Act is a major U.S. law enacted in 2002 that overhauled campaign finance rules by restricting soft money contributions and regulating political advertising in federal elections.
  • C. Buckley v. Valeo
    Buckley v. Valeo is a landmark 1976 U.S. Supreme Court decision that reshaped campaign finance law by equating certain limits on political spending with restrictions on free speech under the First Amendment.
  • D. Citizens United v. Federal Election Commission
    Citizens United v. Federal Election Commission is a landmark 2010 U.S. Supreme Court case that dramatically expanded the political spending rights of corporations and unions by treating such expenditures as protected speech.
  • E. Federal Election Commission
    The Federal Election Commission is an independent U.S. regulatory agency responsible for enforcing federal campaign finance laws, including overseeing the disclosure and limits of contributions and expenditures in national elections.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e2444dc819088d5562e90d16d9b completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fbf3e74819099910475bbd18734 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be735ea2cc819085c221b7230db63d completed March 21, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_69be73b237388190b3502e64e185a26e completed March 21, 2026, 10:32 a.m.
Created at: March 20, 2026, 1:28 p.m.