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.