Triple

T1620553

Position	Surface form	Disambiguated ID	Type / Status
Subject	Agricultural Marketing Service	`E35020`	entity
Predicate	hasPart	`P35`	FINISHED
Object	National Organic Program The National Organic Program is a U.S. federal regulatory framework that develops and enforces consistent national standards for organically produced agricultural products.	`E35020`	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: National Organic Program | Statement: [Agricultural Marketing Service, hasPart, National Organic Program]

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

Target entity: National Organic Program
Context triple: [Agricultural Marketing Service, hasPart, National Organic Program]

A. 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.
B. 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.
C. Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
D. Agricultural Marketing Service
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
E. Federal Insecticide, Fungicide, and Rodenticide Act
The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
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: National Organic Program
Triple: [Agricultural Marketing Service, hasPart, National Organic Program]

Generated description

The National Organic Program is a U.S. federal regulatory framework that develops and enforces consistent national standards for organically produced agricultural products.

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

Target entity: National Organic Program
Target entity description: The National Organic Program is a U.S. federal regulatory framework that develops and enforces consistent national standards for organically produced agricultural products.

A. 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.
B. 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.
C. Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
D. Agricultural Marketing Service chosen
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
E. Federal Insecticide, Fungicide, and Rodenticide Act
The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
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_69a886023194819080a3fccd6e325d0e`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a909b0738c8190b073e0ccec5e217d`	completed	March 5, 2026, 4:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51d2cbb481908bc74cecdc023547`	completed	March 8, 2026, 10:39 a.m.
NEDg	Description generation	`batch_69ad5277c64481909ffe991fd4579d0d`	completed	March 8, 2026, 10:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad52f8dda48190969a31b85b1d5134`	completed	March 8, 2026, 10:44 a.m.

Created at: March 4, 2026, 7:28 p.m.