Triple

T5265933
Position Surface form Disambiguated ID Type / Status
Subject Nigel Lawson E118937 entity
Predicate notableIdea P4 FINISHED
Object Big Bang financial reforms
The Big Bang financial reforms were a sweeping deregulation of the London financial markets in 1986 that modernized trading practices, boosted competition, and helped establish London as a leading global financial center.
E507441 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: Big Bang financial reforms | Statement: [Nigel Lawson, notableIdea, Big Bang financial reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Bang financial reforms
Context triple: [Nigel Lawson, notableIdea, Big Bang financial reforms]
  • A. Basel IV reforms
    Basel IV reforms are a set of international banking regulations that significantly revise capital, leverage, and risk management standards to strengthen the resilience and comparability of banks worldwide.
  • B. Abenomics
    Abenomics is the economic policy program launched by former Japanese Prime Minister Shinzo Abe, centered on aggressive monetary easing, fiscal stimulus, and structural reforms to revive Japan’s economy.
  • C. New Deal financial regulatory framework
    The New Deal financial regulatory framework was a series of U.S. government reforms in the 1930s that overhauled banking and financial markets to stabilize the economy, protect depositors, and prevent future financial crises.
  • D. Global Economy Meeting of the BIS
    The Global Economy Meeting of the BIS is a high-level forum of central bank governors that oversees and coordinates key committees on global financial and economic stability.
  • E. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • 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: Big Bang financial reforms
Triple: [Nigel Lawson, notableIdea, Big Bang financial reforms]
Generated description
The Big Bang financial reforms were a sweeping deregulation of the London financial markets in 1986 that modernized trading practices, boosted competition, and helped establish London as a leading global financial center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Bang financial reforms
Target entity description: The Big Bang financial reforms were a sweeping deregulation of the London financial markets in 1986 that modernized trading practices, boosted competition, and helped establish London as a leading global financial center.
  • A. Basel IV reforms
    Basel IV reforms are a set of international banking regulations that significantly revise capital, leverage, and risk management standards to strengthen the resilience and comparability of banks worldwide.
  • B. Abenomics
    Abenomics is the economic policy program launched by former Japanese Prime Minister Shinzo Abe, centered on aggressive monetary easing, fiscal stimulus, and structural reforms to revive Japan’s economy.
  • C. New Deal financial regulatory framework
    The New Deal financial regulatory framework was a series of U.S. government reforms in the 1930s that overhauled banking and financial markets to stabilize the economy, protect depositors, and prevent future financial crises.
  • D. Global Economy Meeting of the BIS
    The Global Economy Meeting of the BIS is a high-level forum of central bank governors that oversees and coordinates key committees on global financial and economic stability.
  • E. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • 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_69bd446a42c88190b7ecbef006561d55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bf89ae481908835b711fb2696fd completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe8e5c948190a807a99bd35f710d completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff3029dc8190b4dc5e207a2bfa03 completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.