Triple

T535078
Position Surface form Disambiguated ID Type / Status
Subject Employment Act of 1946 E12307 entity
Predicate replacedProposal P3140 FINISHED
Object Full Employment Bill of 1945
The Full Employment Bill of 1945 was a landmark but ultimately unsuccessful U.S. legislative proposal aimed at guaranteeing the federal government’s responsibility to ensure full employment for all Americans after World War II.
E12307 NE FINISHED

How this triple was built (5 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: Full Employment Bill of 1945 | Statement: [Employment Act of 1946, replacedProposal, Full Employment Bill of 1945]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Full Employment Bill of 1945
Context triple: [Employment Act of 1946, replacedProposal, Full Employment Bill of 1945]
  • A. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • B. Full Employment and Balanced Growth Act of 1978
    The Full Employment and Balanced Growth Act of 1978, also known as the Humphrey–Hawkins Act, is a U.S. law that set national goals for full employment, price stability, and economic growth while formalizing the Federal Reserve’s responsibility for monetary policy reporting and objectives.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Social Security Amendments of 1939
    The Social Security Amendments of 1939 were a major U.S. legislative revision that expanded the original Social Security program by adding survivors’ and dependents’ benefits and restructuring it into a more comprehensive social insurance system.
  • E. National Industrial Recovery Act
    The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
  • 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: Full Employment Bill of 1945
Triple: [Employment Act of 1946, replacedProposal, Full Employment Bill of 1945]
Generated description
The Full Employment Bill of 1945 was a landmark but ultimately unsuccessful U.S. legislative proposal aimed at guaranteeing the federal government’s responsibility to ensure full employment for all Americans after World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Full Employment Bill of 1945
Target entity description: The Full Employment Bill of 1945 was a landmark but ultimately unsuccessful U.S. legislative proposal aimed at guaranteeing the federal government’s responsibility to ensure full employment for all Americans after World War II.
  • A. Employment Act of 1946 chosen
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • B. Full Employment and Balanced Growth Act of 1978
    The Full Employment and Balanced Growth Act of 1978, also known as the Humphrey–Hawkins Act, is a U.S. law that set national goals for full employment, price stability, and economic growth while formalizing the Federal Reserve’s responsibility for monetary policy reporting and objectives.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Social Security Amendments of 1939
    The Social Security Amendments of 1939 were a major U.S. legislative revision that expanded the original Social Security program by adding survivors’ and dependents’ benefits and restructuring it into a more comprehensive social insurance system.
  • E. National Industrial Recovery Act
    The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: replacedProposal
Context triple: [Employment Act of 1946, replacedProposal, Full Employment Bill of 1945]
  • A. proposes
    Indicates that one entity formally suggests or puts forward an idea, plan, or course of action to another entity for consideration or approval.
  • B. placedBy
    Indicates that one entity was positioned, set, or put in a location or context by another entity.
  • C. replacedPolicyApproach chosen
    Indicates that one policy approach has been superseded and taken the place of another policy approach.
  • D. rejectedOrModifiedBy
    Indicates that a proposal, request, or item was either not accepted as-is or was altered by a particular agent or authority.
  • E. proposedByBody
    Indicates that something (such as a decision, measure, or action) has been formally put forward or initiated by a specific governing or organizational body.
  • F. None of above.

Provenance (6 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985e51908190a34aa82ea9dbee1e completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c030883081909c8f32b7af85f8a6 completed March 1, 2026, 10:39 p.m.
NEDg Description generation batch_69a4c1e5e59c8190990acfff39566536 completed March 1, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69a4c26757c081908e8521968517d50c completed March 1, 2026, 10:49 p.m.
PD Predicate disambiguation batch_69a494b3e49081909810fa417b31306f completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.