Triple

T175539
Position Surface form Disambiguated ID Type / Status
Subject United States Department of Agriculture E3565 entity
Predicate offersProgram P178 FINISHED
Object Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is the primary U.S. federal nutrition assistance initiative that provides low-income individuals and families with benefits to purchase food.
E14961 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: Supplemental Nutrition Assistance Program | Statement: [United States Department of Agriculture, offersProgram, Supplemental Nutrition Assistance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Supplemental Nutrition Assistance Program
Context triple: [United States Department of Agriculture, offersProgram, Supplemental Nutrition Assistance Program]
  • A. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. WIC
    WIC is the common abbreviation for the Dutch West India Company, a 17th-century chartered trading company of the Dutch Republic involved in Atlantic trade, colonization, and privateering.
  • C. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • D. 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.
  • E. United States Social Security system
    The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their 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: Supplemental Nutrition Assistance Program
Triple: [United States Department of Agriculture, offersProgram, Supplemental Nutrition Assistance Program]
Generated description
The Supplemental Nutrition Assistance Program (SNAP) is the primary U.S. federal nutrition assistance initiative that provides low-income individuals and families with benefits to purchase food.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Supplemental Nutrition Assistance Program
Target entity description: The Supplemental Nutrition Assistance Program (SNAP) is the primary U.S. federal nutrition assistance initiative that provides low-income individuals and families with benefits to purchase food.
  • A. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. WIC
    WIC is the common abbreviation for the Dutch West India Company, a 17th-century chartered trading company of the Dutch Republic involved in Atlantic trade, colonization, and privateering.
  • C. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • D. Food Stamp Act of 1959 (pilot authorization) chosen
    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.
  • E. United States Social Security system
    The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
  • F. None of above.

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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258e497788190aeb61d981efb4d1d completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2eb7babec8190a1c1a6bcc94605ef completed Feb. 28, 2026, 1:19 p.m.
NEDg Description generation batch_69a2ec72092c8190bcc1efa7c0644560 completed Feb. 28, 2026, 1:24 p.m.
NED2 Entity disambiguation (via description) batch_69a2ecba99cc8190a85dd5e9c531a6e3 completed Feb. 28, 2026, 1:25 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.