Triple

T1021753

Position	Surface form	Disambiguated ID	Type / Status
Subject	Food and Nutrition Service	`E22053`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	TEFAP TEFAP (The Emergency Food Assistance Program) is a U.S. federal initiative that provides USDA-purchased foods to low-income Americans through food banks, pantries, and community meal programs.	`E121746`	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: TEFAP | Statement: [Food and Nutrition Service, hasProgram, TEFAP]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: TEFAP
Context triple: [Food and Nutrition Service, hasProgram, TEFAP]

A. Food Safety and Inspection Service
The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
B. Federal Agency for Agriculture and Food
The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
C. Center for Food Safety and Applied Nutrition
The Center for Food Safety and Applied Nutrition is a branch of the U.S. Food and Drug Administration responsible for ensuring the safety and proper labeling of food, dietary supplements, and cosmetics.
D. Federal Office of Consumer Protection and Food Safety
The Federal Office of Consumer Protection and Food Safety is a German federal authority responsible for ensuring food safety, monitoring consumer products, and supporting risk assessment to protect public health.
E. Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
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: TEFAP
Triple: [Food and Nutrition Service, hasProgram, TEFAP]

Generated description

TEFAP (The Emergency Food Assistance Program) is a U.S. federal initiative that provides USDA-purchased foods to low-income Americans through food banks, pantries, and community meal programs.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: TEFAP
Target entity description: TEFAP (The Emergency Food Assistance Program) is a U.S. federal initiative that provides USDA-purchased foods to low-income Americans through food banks, pantries, and community meal programs.

A. Food Safety and Inspection Service
The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
B. Federal Agency for Agriculture and Food
The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
C. Center for Food Safety and Applied Nutrition
The Center for Food Safety and Applied Nutrition is a branch of the U.S. Food and Drug Administration responsible for ensuring the safety and proper labeling of food, dietary supplements, and cosmetics.
D. Federal Office of Consumer Protection and Food Safety
The Federal Office of Consumer Protection and Food Safety is a German federal authority responsible for ensuring food safety, monitoring consumer products, and supporting risk assessment to protect public health.
E. Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
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_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.