Triple

T221376
Position Surface form Disambiguated ID Type / Status
Subject Great Society E4220 entity
Predicate hasPart P35 FINISHED
Object Food Stamp Act of 1964
The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
E28472 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: Food Stamp Act of 1964 | Statement: [Great Society, hasPart, Food Stamp Act of 1964]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food Stamp Act of 1964
Context triple: [Great Society, hasPart, Food Stamp Act of 1964]
  • A. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • B. Social Security Amendments of 1965
    The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
  • C. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • D. Agricultural Adjustment Act of 1933
    The Agricultural Adjustment Act of 1933 was a New Deal law that sought to raise farm prices and reduce surpluses by paying farmers to limit agricultural production.
  • E. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • 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: Food Stamp Act of 1964
Triple: [Great Society, hasPart, Food Stamp Act of 1964]
Generated description
The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food Stamp Act of 1964
Target entity description: The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
  • A. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • B. Social Security Amendments of 1965
    The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
  • C. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • D. Agricultural Adjustment Act of 1933
    The Agricultural Adjustment Act of 1933 was a New Deal law that sought to raise farm prices and reduce surpluses by paying farmers to limit agricultural production.
  • E. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c6e6fbc8190a8744e193df513e8 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d953f308190b15fc5768b5b5e6f completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a35076ef6881908918c19412e12efe completed Feb. 28, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69a350d687148190b673593b8aa0072e completed Feb. 28, 2026, 8:32 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.