Triple

T1341889

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rural Utilities Service	`E28481`	entity
Predicate	isPartOf	`P10`	FINISHED
Object	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.	`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: USDA Rural Development mission area | Statement: [Rural Utilities Service, isPartOf, USDA Rural Development mission area]

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

Target entity: USDA Rural Development mission area
Context triple: [Rural Utilities Service, isPartOf, USDA Rural Development mission area]

A. United States Department of Agriculture Farm Production and Conservation mission area
The United States Department of Agriculture Farm Production and Conservation mission area is a USDA division focused on supporting farmers, ranchers, and landowners through programs that promote agricultural production, risk management, and conservation of natural resources.
B. United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
C. 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.
D. Farm Service Agency
The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
E. 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.
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: USDA Rural Development mission area
Triple: [Rural Utilities Service, isPartOf, USDA Rural Development mission area]

Generated description

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.

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

Target entity: USDA Rural Development mission area
Target entity description: 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.

A. United States Department of Agriculture Farm Production and Conservation mission area
The United States Department of Agriculture Farm Production and Conservation mission area is a USDA division focused on supporting farmers, ranchers, and landowners through programs that promote agricultural production, risk management, and conservation of natural resources.
B. United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
C. 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.
D. Farm Service Agency
The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
E. 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.
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_69a49854eb3481908c7d56b2e449a290`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c215fc008190b01fd8150b9f3b2a`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acc632cbc88190a64897f1b101c699`	completed	March 8, 2026, 12:43 a.m.
NEDg	Description generation	`batch_69acc6dbd80881908d640ee204ce9a12`	completed	March 8, 2026, 12:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69acc8199f508190a86c18ad9085d341`	completed	March 8, 2026, 12:51 a.m.

Created at: March 1, 2026, 7:56 p.m.