Triple

T534226
Position Surface form Disambiguated ID Type / Status
Subject Wall Street Crash of 1929 E12290 entity
Predicate describedBy P264 FINISHED
Object John Kenneth Galbraith
John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
E66677 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: John Kenneth Galbraith | Statement: [Wall Street Crash of 1929, describedBy, John Kenneth Galbraith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Kenneth Galbraith
Context triple: [Wall Street Crash of 1929, describedBy, John Kenneth Galbraith]
  • A. Milton Friedman
    Milton Friedman was a prominent American economist and Nobel laureate known for his advocacy of free-market capitalism, monetarism, and limited government intervention in the economy.
  • B. John R. Hicks
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • C. Nicholas Kaldor
    Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
  • D. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • E. Joseph Stiglitz
    Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • 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: John Kenneth Galbraith
Triple: [Wall Street Crash of 1929, describedBy, John Kenneth Galbraith]
Generated description
John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Kenneth Galbraith
Target entity description: John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
  • A. Milton Friedman
    Milton Friedman was a prominent American economist and Nobel laureate known for his advocacy of free-market capitalism, monetarism, and limited government intervention in the economy.
  • B. John R. Hicks
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • C. Nicholas Kaldor
    Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
  • D. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • E. Joseph Stiglitz
    Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a494e202348190a6e5110109703a69 completed March 1, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b8b002688190b7cf2e2f4b4433bf completed March 1, 2026, 10:07 p.m.
NEDg Description generation batch_69a4bbb9159c81908b82b7dd24a7b0c4 completed March 1, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69a4bc47505c81909700486be643beb0 completed March 1, 2026, 10:23 p.m.
Created at: March 1, 2026, 7:32 p.m.