Triple

T175534

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Agriculture	`E3565`	entity
Predicate	oversees	`P46`	FINISHED
Object	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.	`E22434`	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: Economic Research Service | Statement: [United States Department of Agriculture, oversees, Economic Research Service]

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

Target entity: Economic Research Service
Context triple: [United States Department of Agriculture, oversees, Economic Research Service]

A. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
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. Office of the Chief Economist
The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
D. 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.
E. Congressional Research Service
The Congressional Research Service is a nonpartisan legislative branch agency that provides policy and legal analysis to members and committees of the United States Congress.
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: Economic Research Service
Triple: [United States Department of Agriculture, oversees, Economic Research Service]

Generated description

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.

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

Target entity: Economic Research Service
Target entity description: 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.

A. Bureau of Economic Analysis
The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
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. Office of the Chief Economist
The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
D. 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.
E. Congressional Research Service
The Congressional Research Service is a nonpartisan legislative branch agency that provides policy and legal analysis to members and committees of the United States Congress.
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_69a2ee8962a88190b6821e55f435c8b7`	completed	Feb. 28, 2026, 1:32 p.m.
NEDg	Description generation	`batch_69a2ef062c6c8190b50d1c1102161259`	completed	Feb. 28, 2026, 1:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69a2ef8234bc81909449654ee2f4c000`	completed	Feb. 28, 2026, 1:37 p.m.

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