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.