Triple

T2766247
Position Surface form Disambiguated ID Type / Status
Subject United States federal elections E61344 entity
Predicate campaignFinanceLaw P3136 FINISHED
Object 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.
E298056 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: Bipartisan Campaign Reform Act | Statement: [United States federal elections, campaignFinanceLaw, Bipartisan Campaign Reform Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bipartisan Campaign Reform Act
Context triple: [United States federal elections, campaignFinanceLaw, Bipartisan Campaign Reform Act]
  • A. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • B. Shepard–Byrd Act
    The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
  • C. 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.
  • 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. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • 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: Bipartisan Campaign Reform Act
Triple: [United States federal elections, campaignFinanceLaw, Bipartisan Campaign Reform Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bipartisan Campaign Reform Act
Target entity description: 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.
  • A. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • B. Shepard–Byrd Act
    The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
  • C. 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.
  • 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. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abe0895e5881909702e69aaee5c425 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc048bc8481908a6f70e034167c2a completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc14239e48190ad20f660e88befcb completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc202466c81908c300520173837dc completed March 10, 2026, 7:02 a.m.
Created at: March 6, 2026, 9:57 p.m.