Triple

T175535

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Agriculture	`E3565`	entity
Predicate	oversees	`P46`	FINISHED
Object	National Agricultural Statistics Service The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.	`E23623`	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 Agricultural Statistics Service | Statement: [United States Department of Agriculture, oversees, National Agricultural Statistics Service]

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

Target entity: National Agricultural Statistics Service
Context triple: [United States Department of Agriculture, oversees, National Agricultural Statistics 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. National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
C. Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
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. Economic Research Service
The Economic Research Service is a principal U.S. federal agency that provides economic analysis and research on agriculture, food, the environment, and rural development to inform public policy.
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 Agricultural Statistics Service
Triple: [United States Department of Agriculture, oversees, National Agricultural Statistics Service]

Generated description

The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.

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

Target entity: National Agricultural Statistics Service
Target entity description: The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.

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. National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
C. Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
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. Economic Research Service
The Economic Research Service is a principal U.S. federal agency that provides economic analysis and research on agriculture, food, the environment, and rural development to inform public policy.
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_69a30283df7081909701063a3ffa82aa`	completed	Feb. 28, 2026, 2:58 p.m.
NEDg	Description generation	`batch_69a302e8435c8190b5849dc295d19ccf`	completed	Feb. 28, 2026, 2:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69a30390b0d48190a6b100124e76cf8e`	completed	Feb. 28, 2026, 3:02 p.m.

Created at: Feb. 28, 2026, 2:39 a.m.