Triple

T1021754
Position Surface form Disambiguated ID Type / Status
Subject Food and Nutrition Service E22053 entity
Predicate hasProgram P178 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 to Native American families in certain designated areas.
E23841 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: [Food and Nutrition Service, hasProgram, 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: [Food and Nutrition Service, hasProgram, 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. Indian Self-Determination and Education Assistance Act
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • C. Food Insecurity Experience Scale
    The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
  • D. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • E. Indian Reorganization Act
    The Indian Reorganization Act was a 1934 U.S. federal law that ended the allotment of Native American lands, promoted tribal self-government, and aimed to restore and protect tribal land bases and cultures.
  • 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: [Food and Nutrition Service, hasProgram, 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 to Native American families in certain designated areas.
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 to Native American families in certain designated areas.
  • 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. Indian Self-Determination and Education Assistance Act
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • C. Food Insecurity Experience Scale
    The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
  • D. United States federal farm programs chosen
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • E. Indian Reorganization Act
    The Indian Reorganization Act was a 1934 U.S. federal law that ended the allotment of Native American lands, promoted tribal self-government, and aimed to restore and protect tribal land bases and cultures.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.