Triple

T734932
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama presidency E14908 entity
Predicate significantEvent P259 FINISHED
Object Great Recession recovery
The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
E87657 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: Great Recession recovery | Statement: [Barack Obama presidency, significantEvent, Great Recession recovery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Recession recovery
Context triple: [Barack Obama presidency, significantEvent, Great Recession recovery]
  • A. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • B. 2008 United States housing and financial crisis
    The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
  • C. U.S. auto industry crisis of 2008–2010
    The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
  • D. Wirtschaftswunder
    Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
  • E. Panic of 1893
    The Panic of 1893 was a severe nationwide economic depression in the United States marked by bank failures, railroad bankruptcies, and mass unemployment that helped bring the Gilded Age to a close.
  • 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: Great Recession recovery
Triple: [Barack Obama presidency, significantEvent, Great Recession recovery]
Generated description
The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Recession recovery
Target entity description: The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
  • A. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • B. 2008 United States housing and financial crisis
    The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
  • C. U.S. auto industry crisis of 2008–2010
    The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
  • D. Wirtschaftswunder
    Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
  • E. Panic of 1893
    The Panic of 1893 was a severe nationwide economic depression in the United States marked by bank failures, railroad bankruptcies, and mass unemployment that helped bring the Gilded Age to a close.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d8c6148190a468f2d95f7ec91f completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5f0de4819083457c86e5e93ba0 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b03246081908c20445a7a401008 completed March 3, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a64b4e9cec8190a3dcc378f853be0d completed March 3, 2026, 2:45 a.m.
Created at: March 1, 2026, 7:37 p.m.