Triple

T4116545
Position Surface form Disambiguated ID Type / Status
Subject Paul Ryan E90304 entity
Predicate notableWork P4 FINISHED
Object Path to Prosperity budget proposals
The Path to Prosperity budget proposals were a series of conservative fiscal blueprints authored by U.S. Congressman Paul Ryan that advocated major spending cuts, tax reforms, and changes to entitlement programs to reduce federal deficits.
E412372 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: Path to Prosperity budget proposals | Statement: [Paul Ryan, notableWork, Path to Prosperity budget proposals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Path to Prosperity budget proposals
Context triple: [Paul Ryan, notableWork, Path to Prosperity budget proposals]
  • A. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • B. Economic Report of the President
    The Economic Report of the President is an annual U.S. government publication that analyzes the nation’s economic conditions and outlines the administration’s economic policies and priorities.
  • C. Charter for Budget Responsibility
    The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
  • D. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • E. Address to the Nation Outlining a New Economic Policy
    "Address to the Nation Outlining a New Economic Policy" is the televised speech in which U.S. President Richard Nixon announced the sweeping 1971 economic measures later known as the Nixon shock.
  • 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: Path to Prosperity budget proposals
Triple: [Paul Ryan, notableWork, Path to Prosperity budget proposals]
Generated description
The Path to Prosperity budget proposals were a series of conservative fiscal blueprints authored by U.S. Congressman Paul Ryan that advocated major spending cuts, tax reforms, and changes to entitlement programs to reduce federal deficits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Path to Prosperity budget proposals
Target entity description: The Path to Prosperity budget proposals were a series of conservative fiscal blueprints authored by U.S. Congressman Paul Ryan that advocated major spending cuts, tax reforms, and changes to entitlement programs to reduce federal deficits.
  • A. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • B. Economic Report of the President
    The Economic Report of the President is an annual U.S. government publication that analyzes the nation’s economic conditions and outlines the administration’s economic policies and priorities.
  • C. Charter for Budget Responsibility
    The Charter for Budget Responsibility is a UK government framework that sets out the fiscal rules and objectives guiding the Office for Budget Responsibility’s oversight of public finances.
  • D. Annual Report of the Council of Economic Advisers
    The Annual Report of the Council of Economic Advisers is a detailed analysis of current economic conditions and policy issues prepared each year by the Council of Economic Advisers for inclusion in the U.S. president’s Economic Report.
  • E. Address to the Nation Outlining a New Economic Policy
    "Address to the Nation Outlining a New Economic Policy" is the televised speech in which U.S. President Richard Nixon announced the sweeping 1971 economic measures later known as the Nixon shock.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01f347f8819080dd250398474d7e completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b90054081908a51c366c6fe51d7 completed March 14, 2026, 2:07 p.m.
NEDg Description generation batch_69b56c0a3b1c81908ae4c630c6881c1c completed March 14, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69b56c94df3481908d2f4a3976fb775b completed March 14, 2026, 2:11 p.m.
Created at: March 9, 2026, 3:41 p.m.