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.