Triple

T6737241

Position	Surface form	Disambiguated ID	Type / Status
Subject	USDA Rural Development mission area	`E153986`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Rural Business-Cooperative Service The Rural Business-Cooperative Service is a U.S. Department of Agriculture agency that supports economic development in rural communities by providing financing, technical assistance, and programs for businesses and cooperatives.	`E153986`	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: Rural Business-Cooperative Service | Statement: [USDA Rural Development mission area, hasComponent, Rural Business-Cooperative Service]

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

Target entity: Rural Business-Cooperative Service
Context triple: [USDA Rural Development mission area, hasComponent, Rural Business-Cooperative Service]

A. Banks for Cooperatives
Banks for Cooperatives were specialized financial institutions within the U.S. Farm Credit System that provided credit and related financial services to agricultural cooperatives.
B. Rural Information Center
The Rural Information Center is a specialized service within the U.S. National Agricultural Library that provides information and resources to support rural communities, development, and policy.
C. USDA Rural Development mission area
The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
D. Northcentral Electric Cooperative
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
E. 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.
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: Rural Business-Cooperative Service
Triple: [USDA Rural Development mission area, hasComponent, Rural Business-Cooperative Service]

Generated description

The Rural Business-Cooperative Service is a U.S. Department of Agriculture agency that supports economic development in rural communities by providing financing, technical assistance, and programs for businesses and cooperatives.

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

Target entity: Rural Business-Cooperative Service
Target entity description: The Rural Business-Cooperative Service is a U.S. Department of Agriculture agency that supports economic development in rural communities by providing financing, technical assistance, and programs for businesses and cooperatives.

A. Banks for Cooperatives
Banks for Cooperatives were specialized financial institutions within the U.S. Farm Credit System that provided credit and related financial services to agricultural cooperatives.
B. Rural Information Center
The Rural Information Center is a specialized service within the U.S. National Agricultural Library that provides information and resources to support rural communities, development, and policy.
C. USDA Rural Development mission area chosen
The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
D. Northcentral Electric Cooperative
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
E. 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.
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_69c6880d84d8819095d19de2295f26ac`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d1850a288190aa7e647fefbb0ede`	completed	March 27, 2026, 6:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c70b0b97248190bf6bac160fe3d45b`	completed	March 27, 2026, 10:56 p.m.
NEDg	Description generation	`batch_69c70bb0714c819094e80a2dfc960c99`	completed	March 27, 2026, 10:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69c70c51e0148190be64afb56690b34f`	completed	March 27, 2026, 11:01 p.m.

Created at: March 27, 2026, 2:10 p.m.