Triple

T6778088

Position	Surface form	Disambiguated ID	Type / Status
Subject	Production Credit Association	`E155608`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Federal Land Bank Association A Federal Land Bank Association is a member-owned cooperative lending institution within the U.S. Farm Credit System that provides long-term real estate financing to farmers, ranchers, and rural homeowners.	`E618370`	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: Federal Land Bank Association | Statement: [Production Credit Association, relatedTo, Federal Land Bank Association]

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

Target entity: Federal Land Bank Association
Context triple: [Production Credit Association, relatedTo, Federal Land Bank Association]

A. Federal Farm Loan Board
The Federal Farm Loan Board was a U.S. government agency established in 1916 to oversee and regulate a system of federal land banks that provided long-term credit to farmers.
B. Federal Home Loan Bank Board
The Federal Home Loan Bank Board was a former U.S. government agency that regulated federal savings and loan institutions and oversaw the federal home loan banking system during much of the 20th century.
C. Federal Savings and Loan Insurance Corporation
The Federal Savings and Loan Insurance Corporation was a former U.S. government agency that insured deposits in savings and loan institutions until its dissolution following the savings and loan crisis of the 1980s.
D. Federal Home Loan Mortgage Corporation
The Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac, is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to promote liquidity and stability in the housing finance market.
E. Federal Home Loan Bank System
The Federal Home Loan Bank System is a U.S. government-sponsored network of regional banks that provides low-cost funding to member financial institutions to support housing finance and community investment.
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: Federal Land Bank Association
Triple: [Production Credit Association, relatedTo, Federal Land Bank Association]

Generated description

A Federal Land Bank Association is a member-owned cooperative lending institution within the U.S. Farm Credit System that provides long-term real estate financing to farmers, ranchers, and rural homeowners.

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

Target entity: Federal Land Bank Association
Target entity description: A Federal Land Bank Association is a member-owned cooperative lending institution within the U.S. Farm Credit System that provides long-term real estate financing to farmers, ranchers, and rural homeowners.

A. Federal Farm Loan Board
The Federal Farm Loan Board was a U.S. government agency established in 1916 to oversee and regulate a system of federal land banks that provided long-term credit to farmers.
B. Federal Home Loan Bank Board
The Federal Home Loan Bank Board was a former U.S. government agency that regulated federal savings and loan institutions and oversaw the federal home loan banking system during much of the 20th century.
C. Federal Savings and Loan Insurance Corporation
The Federal Savings and Loan Insurance Corporation was a former U.S. government agency that insured deposits in savings and loan institutions until its dissolution following the savings and loan crisis of the 1980s.
D. Federal Home Loan Mortgage Corporation
The Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac, is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to promote liquidity and stability in the housing finance market.
E. Federal Home Loan Bank System
The Federal Home Loan Bank System is a U.S. government-sponsored network of regional banks that provides low-cost funding to member financial institutions to support housing finance and community investment.
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_69c688162bf8819088b664b5c3b5be7a`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d2689d408190bc2c1ce4ae9c1b13`	completed	March 27, 2026, 6:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c712cf86e08190bd07c98f01ac5e19`	completed	March 27, 2026, 11:29 p.m.
NEDg	Description generation	`batch_69c713c89a748190bd7bf280b82317f0`	completed	March 27, 2026, 11:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69c71466728c81909a24174a7938b43a`	completed	March 27, 2026, 11:36 p.m.

Created at: March 27, 2026, 2:13 p.m.