Triple
T1331566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Opportunity Act of 1964 |
E28653
|
entity |
| Predicate | laterAmendedBy |
P1121
|
FINISHED |
| Object |
Economic Opportunity Amendments of 1967
The Economic Opportunity Amendments of 1967 were U.S. federal legislation that expanded and modified President Lyndon B. Johnson’s War on Poverty programs created under the Economic Opportunity Act of 1964.
|
E154468
|
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: Economic Opportunity Amendments of 1967 | Statement: [Economic Opportunity Act of 1964, laterAmendedBy, Economic Opportunity Amendments of 1967]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Opportunity Amendments of 1967 Context triple: [Economic Opportunity Act of 1964, laterAmendedBy, Economic Opportunity Amendments of 1967]
-
A.
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.
-
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.
Social Security Amendments of 1972
The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
-
D.
Public Welfare Amendments of 1962
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
-
E.
Public Works and Economic Development Act of 1965
The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development 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: Economic Opportunity Amendments of 1967 Triple: [Economic Opportunity Act of 1964, laterAmendedBy, Economic Opportunity Amendments of 1967]
Generated description
The Economic Opportunity Amendments of 1967 were U.S. federal legislation that expanded and modified President Lyndon B. Johnson’s War on Poverty programs created under the Economic Opportunity Act of 1964.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Opportunity Amendments of 1967 Target entity description: The Economic Opportunity Amendments of 1967 were U.S. federal legislation that expanded and modified President Lyndon B. Johnson’s War on Poverty programs created under the Economic Opportunity Act of 1964.
-
A.
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.
-
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.
Social Security Amendments of 1972
The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
-
D.
Public Welfare Amendments of 1962
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
-
E.
Public Works and Economic Development Act of 1965
The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development projects.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1c5f86c819098e98b046968954a |
completed | March 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc62978c08190be285167cf579f9f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc8837400819084e2de10b7916a5f |
completed | March 8, 2026, 12:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc8e54728819081bdbf48df1a3fb6 |
completed | March 8, 2026, 12:55 a.m. |
Created at: March 1, 2026, 7:55 p.m.