Triple

T5324533
Position Surface form Disambiguated ID Type / Status
Subject Food and Nutrition Act of 2008 E121754 entity
Predicate programNameChangedFrom P45259 FINISHED
Object Food Stamp Program E52959 NE FINISHED

How this triple was built (3 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 Program | Statement: [Food and Nutrition Act of 2008, programNameChangedFrom, Food Stamp Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Food Stamp Program
Context triple: [Food and Nutrition Act of 2008, programNameChangedFrom, Food Stamp Program]
  • A. Supplemental Nutrition Assistance Program chosen
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
  • B. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • C. The Emergency Food Assistance Program
    The Emergency Food Assistance Program is a U.S. federal initiative that helps supplement the diets of low-income Americans by providing them with emergency food and nutrition assistance at no cost.
  • D. Special Supplemental Nutrition Program for Women, Infants, and Children
    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
  • E. USDA nutrition assistance programs
    USDA nutrition assistance programs are a group of federal food and nutrition initiatives administered by the U.S. Department of Agriculture to improve food security and dietary health among low-income individuals and families.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: programNameChangedFrom
Context triple: [Food and Nutrition Act of 2008, programNameChangedFrom, Food Stamp Program]
  • A. changedNameIn
    Indicates that an entity has altered or adopted a different name within a specific context, time period, or jurisdiction.
  • B. changedNameOn
    Indicates that an entity altered or updated its name at a specific point in time or on a particular date.
  • C. formerProgram
    Indicates that an entity previously held the role or status of a program but no longer does so.
  • D. programLaunch
    Indicates the initiation or start of a software program or application.
  • E. nameChangeEvent chosen
    Indicates an event in which an entity’s name is changed from one value to another.
  • F. None of above.

Provenance (4 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd86f20f008190be7b5848af05f2b8 completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf70cca6cc81909e792f109410f816 completed March 22, 2026, 4:32 a.m.
PD Predicate disambiguation batch_69bd84561c7081909e5937c7816e492c completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 1:59 p.m.