Triple

T12471089
Position Surface form Disambiguated ID Type / Status
Subject Bipartisan Campaign Reform Act E298056 entity
Predicate containsProvision P1393 FINISHED
Object Millionaire’s Amendment
The Millionaire’s Amendment was a U.S. campaign finance rule that raised contribution limits for candidates facing wealthy, self-financed opponents in federal elections.
E983408 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: Millionaire’s Amendment | Statement: [Bipartisan Campaign Reform Act, containsProvision, Millionaire’s Amendment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millionaire’s Amendment
Context triple: [Bipartisan Campaign Reform Act, containsProvision, Millionaire’s Amendment]
  • A. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • B. Coats–Snowe Amendment
    The Coats–Snowe Amendment is a U.S. federal conscience-protection law that shields healthcare entities and providers from being required to perform or refer for abortions contrary to their moral or religious beliefs.
  • C. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • D. Nunn–Cohen Amendment
    The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
  • E. Simpson–Mazzoli Act
    The Simpson–Mazzoli Act is a landmark 1986 U.S. federal law that overhauled immigration policy by granting amnesty to certain undocumented immigrants while imposing new sanctions on employers who hired unauthorized workers.
  • 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: Millionaire’s Amendment
Triple: [Bipartisan Campaign Reform Act, containsProvision, Millionaire’s Amendment]
Generated description
The Millionaire’s Amendment was a U.S. campaign finance rule that raised contribution limits for candidates facing wealthy, self-financed opponents in federal elections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millionaire’s Amendment
Target entity description: The Millionaire’s Amendment was a U.S. campaign finance rule that raised contribution limits for candidates facing wealthy, self-financed opponents in federal elections.
  • A. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • B. Coats–Snowe Amendment
    The Coats–Snowe Amendment is a U.S. federal conscience-protection law that shields healthcare entities and providers from being required to perform or refer for abortions contrary to their moral or religious beliefs.
  • C. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • D. Nunn–Cohen Amendment
    The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
  • E. Simpson–Mazzoli Act
    The Simpson–Mazzoli Act is a landmark 1986 U.S. federal law that overhauled immigration policy by granting amnesty to certain undocumented immigrants while imposing new sanctions on employers who hired unauthorized workers.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dba7f6c8190b272f649e0777362 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2175c48190bbd28ad8c07434f0 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6401199408190ad2657802afd93c9 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:56 p.m.