Triple

T527064
Position Surface form Disambiguated ID Type / Status
Subject Housing and Economic Recovery Act of 2008 E10942 entity
Predicate regulates P46 FINISHED
Object Freddie Mac
Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
E67169 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: Freddie Mac | Statement: [Housing and Economic Recovery Act of 2008, regulates, Freddie Mac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freddie Mac
Context triple: [Housing and Economic Recovery Act of 2008, regulates, Freddie Mac]
  • A. Fannie Mae
    Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
  • B. Federal Housing Finance Agency
    The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
  • C. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • D. Washington Mutual
    Washington Mutual was a former major U.S. savings and loan association that became the largest bank failure in American history during the 2008 financial crisis.
  • E. 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.
  • 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: Freddie Mac
Triple: [Housing and Economic Recovery Act of 2008, regulates, Freddie Mac]
Generated description
Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freddie Mac
Target entity description: Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
  • A. Fannie Mae
    Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
  • B. Federal Housing Finance Agency
    The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
  • C. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • D. Washington Mutual
    Washington Mutual was a former major U.S. savings and loan association that became the largest bank failure in American history during the 2008 financial crisis.
  • E. 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.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d0d22081908aad915482d39e74 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c02df1fc8190bdb1410bd020af62 completed March 1, 2026, 10:39 p.m.
NEDg Description generation batch_69a4c437206c819087cefdb3d163e953 completed March 1, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69a4c55468808190a997500ad8895f8c completed March 1, 2026, 11:01 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.