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.