Triple

T5323906
Position Surface form Disambiguated ID Type / Status
Subject FNS E121740 entity
Predicate administersProgram P86 FINISHED
Object Food Distribution Program on Indian Reservations
The Food Distribution Program on Indian Reservations is a U.S. federal nutrition assistance program that provides USDA foods to income-eligible households living on Indian reservations and in certain Native American communities.
E512068 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 Distribution Program on Indian Reservations | Statement: [FNS, administersProgram, Food Distribution Program on Indian Reservations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food Distribution Program on Indian Reservations
Context triple: [FNS, administersProgram, Food Distribution Program on Indian Reservations]
  • A. Native American CDFI Assistance Program
    The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
  • B. Supplementary Feeding Program
    The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
  • C. Household Food Insecurity Access Scale
    The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
  • D. WIC Farmers' Market Nutrition Program
    The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
  • E. 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.
  • 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 Distribution Program on Indian Reservations
Triple: [FNS, administersProgram, Food Distribution Program on Indian Reservations]
Generated description
The Food Distribution Program on Indian Reservations is a U.S. federal nutrition assistance program that provides USDA foods to income-eligible households living on Indian reservations and in certain Native American communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food Distribution Program on Indian Reservations
Target entity description: The Food Distribution Program on Indian Reservations is a U.S. federal nutrition assistance program that provides USDA foods to income-eligible households living on Indian reservations and in certain Native American communities.
  • A. Native American CDFI Assistance Program
    The Native American CDFI Assistance Program is a federal initiative that provides financial and technical support to Native American community development financial institutions to promote economic development in Native communities.
  • B. Supplementary Feeding Program
    The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
  • C. Household Food Insecurity Access Scale
    The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
  • D. WIC Farmers' Market Nutrition Program
    The WIC Farmers' Market Nutrition Program is a U.S. nutrition assistance initiative that provides eligible women, infants, and children with coupons or benefits to purchase fresh, locally grown fruits and vegetables from authorized farmers’ markets and farm stands.
  • E. 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.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8579b3e88190a1d21d4b74169617 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18a836988190b7baf3c24fea6f03 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 1:59 p.m.