Triple

T1152963
Position Surface form Disambiguated ID Type / Status
Subject 2008 United States housing and financial crisis E23718 entity
Predicate majorEvent P259 FINISHED
Object Federal Reserve emergency lending programs
The Federal Reserve emergency lending programs were a series of extraordinary facilities and interventions created by the U.S. central bank to stabilize financial markets and provide liquidity to banks and other institutions during the 2008 financial crisis.
E132399 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 Reserve emergency lending programs | Statement: [2008 United States housing and financial crisis, majorEvent, Federal Reserve emergency lending programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Reserve emergency lending programs
Context triple: [2008 United States housing and financial crisis, majorEvent, Federal Reserve emergency lending programs]
  • A. Federal Reserve Bulletin
    The Federal Reserve Bulletin is an official periodical of the U.S. central bank that provides data, analysis, and research on monetary policy, banking, and economic conditions.
  • B. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • C. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • D. 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.
  • E. Monetary Policy Report
    The Monetary Policy Report is a regular publication by Sveriges Riksbank that analyzes economic developments and explains the central bank’s interest rate decisions and outlook for inflation and growth.
  • 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 Reserve emergency lending programs
Triple: [2008 United States housing and financial crisis, majorEvent, Federal Reserve emergency lending programs]
Generated description
The Federal Reserve emergency lending programs were a series of extraordinary facilities and interventions created by the U.S. central bank to stabilize financial markets and provide liquidity to banks and other institutions during the 2008 financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Reserve emergency lending programs
Target entity description: The Federal Reserve emergency lending programs were a series of extraordinary facilities and interventions created by the U.S. central bank to stabilize financial markets and provide liquidity to banks and other institutions during the 2008 financial crisis.
  • A. Federal Reserve Bulletin
    The Federal Reserve Bulletin is an official periodical of the U.S. central bank that provides data, analysis, and research on monetary policy, banking, and economic conditions.
  • B. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • C. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • D. 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.
  • E. Monetary Policy Report
    The Monetary Policy Report is a regular publication by Sveriges Riksbank that analyzes economic developments and explains the central bank’s interest rate decisions and outlook for inflation and growth.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc8d2dd8819081c779d408c2651d completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eb81790819087016b1620353417 completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac612fee3881908abba96acf1b60ef completed March 7, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ac621c445081908bd3aa6f9c258caf completed March 7, 2026, 5:36 p.m.
Created at: March 1, 2026, 7:44 p.m.