Triple

T175525

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Agriculture	`E3565`	entity
Predicate	oversees	`P46`	FINISHED
Object	Food and Nutrition Service The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.	`E22053`	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 and Nutrition Service | Statement: [United States Department of Agriculture, oversees, Food and Nutrition Service]

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

Target entity: Food and Nutrition Service
Context triple: [United States Department of Agriculture, oversees, Food and Nutrition Service]

A. United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
B. United States Department of Health and Human Services
The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
C. U.S. General Services Administration
The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
D. usda.gov
usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
E. Office of Domestic Finance
The Office of Domestic Finance is a division of the U.S. Treasury responsible for developing and implementing policies related to the nation’s financial markets, fiscal operations, and federal debt management.
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 and Nutrition Service
Triple: [United States Department of Agriculture, oversees, Food and Nutrition Service]

Generated description

The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.

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

Target entity: Food and Nutrition Service
Target entity description: The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.

A. United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
B. United States Department of Health and Human Services
The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
C. U.S. General Services Administration
The U.S. General Services Administration is a federal agency that manages government buildings, procurement, and technology services to support the operations of other U.S. government agencies.
D. usda.gov
usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
E. Office of Domestic Finance
The Office of Domestic Finance is a division of the U.S. Treasury responsible for developing and implementing policies related to the nation’s financial markets, fiscal operations, and federal debt management.
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_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.