Triple

T3740372
Position Surface form Disambiguated ID Type / Status
Subject Automotive Industry Financing Program E79683 entity
Predicate follows P134 FINISHED
Object late-2000s financial crisis E23718 NE FINISHED

How this triple was built (2 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: late-2000s financial crisis | Statement: [Automotive Industry Financing Program, follows, late-2000s financial crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: late-2000s financial crisis
Context triple: [Automotive Industry Financing Program, follows, late-2000s financial crisis]
  • A. 2008 United States housing and financial crisis chosen
    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.
  • B. 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.
  • C. Russian financial crisis of 1998
    The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
  • D. From Great Depression to Great Credit Crisis
    "From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
  • E. Asian financial crisis of 1997–1998
    The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb5344fc8190b183aca5c04e3bcc completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
Created at: March 8, 2026, 3:34 p.m.