Triple

T15412243
Position Surface form Disambiguated ID Type / Status
Subject Allan H. Meltzer E368621 entity
Predicate notableWork P4 FINISHED
Object A History of the Federal Reserve
A History of the Federal Reserve is Allan H. Meltzer’s comprehensive, multi-volume scholarly history examining the origins, evolution, and policy decisions of the U.S. central bank.
E1156898 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: A History of the Federal Reserve | Statement: [Allan H. Meltzer, notableWork, A History of the Federal Reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A History of the Federal Reserve
Context triple: [Allan H. Meltzer, notableWork, A History of the Federal Reserve]
  • A. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • B. 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.
  • C. The Conquest of American Inflation
    The Conquest of American Inflation is an influential economics book by Thomas J. Sargent that analyzes U.S. monetary policy and the successful reduction of high inflation in the late 20th century.
  • D. The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance
    The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance is a historical nonfiction book that traces the rise, influence, and evolution of the J.P. Morgan financial empire and its central role in shaping modern global finance.
  • E. The End of Alchemy: Money, Banking, and the Future of the Global Economy
    The End of Alchemy: Money, Banking, and the Future of the Global Economy is a book by former Bank of England governor Mervyn King that analyzes the causes of financial crises and proposes reforms to create a more stable global financial system.
  • 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: A History of the Federal Reserve
Triple: [Allan H. Meltzer, notableWork, A History of the Federal Reserve]
Generated description
A History of the Federal Reserve is Allan H. Meltzer’s comprehensive, multi-volume scholarly history examining the origins, evolution, and policy decisions of the U.S. central bank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A History of the Federal Reserve
Target entity description: A History of the Federal Reserve is Allan H. Meltzer’s comprehensive, multi-volume scholarly history examining the origins, evolution, and policy decisions of the U.S. central bank.
  • A. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • B. 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.
  • C. The Conquest of American Inflation
    The Conquest of American Inflation is an influential economics book by Thomas J. Sargent that analyzes U.S. monetary policy and the successful reduction of high inflation in the late 20th century.
  • D. The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance
    The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance is a historical nonfiction book that traces the rise, influence, and evolution of the J.P. Morgan financial empire and its central role in shaping modern global finance.
  • E. The End of Alchemy: Money, Banking, and the Future of the Global Economy
    The End of Alchemy: Money, Banking, and the Future of the Global Economy is a book by former Bank of England governor Mervyn King that analyzes the causes of financial crises and proposes reforms to create a more stable global financial system.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea600b48190a3dbca1a68a2a1cd completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a754d1881909ed322479bab460d completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1b82a5e08190a906828a08c9ae93 completed May 9, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_69ff1f60e5888190a0271c9d55c5e3d8 completed May 9, 2026, 11:49 a.m.
Created at: April 10, 2026, 3:20 a.m.