Triple
T7099556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party (United States) donor network |
E165418
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | United States campaign finance system |
E479824
|
NE FINISHED |
How this triple was built (2 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 campaign finance system | Statement: [Republican Party (United States) donor network, relatedTo, United States campaign finance system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States campaign finance system Context triple: [Republican Party (United States) donor network, relatedTo, United States campaign finance system]
-
A.
United States federal campaign finance law
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Fifth Party System in United States politics
The Fifth Party System in United States politics refers to the era of Democratic Party dominance and New Deal coalition politics that reshaped American government and party alignments from the 1930s through the mid-20th century.
-
E.
Super PACs
Super PACs are independent political action committees in the United States that can raise and spend unlimited funds to advocate for or against candidates, as long as they do not coordinate directly with campaigns.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58531c88190a32746f9a97da709 |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a320ce248190b8aa12f95aa9e008 |
completed | March 28, 2026, 9:45 a.m. |
Created at: March 27, 2026, 2:42 p.m.