Triple

T15412272
Position Surface form Disambiguated ID Type / Status
Subject Allan H. Meltzer E368621 entity
Predicate hasPartInBibliography P7332 FINISHED
Object The Fed at Seventy-Five
The Fed at Seventy-Five is an economic and historical study examining the performance, policies, and institutional evolution of the U.S. Federal Reserve over its first seventy-five years.
E1156963 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: The Fed at Seventy-Five | Statement: [Allan H. Meltzer, hasPartInBibliography, The Fed at Seventy-Five]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Fed at Seventy-Five
Context triple: [Allan H. Meltzer, hasPartInBibliography, The Fed at Seventy-Five]
  • A. 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.
  • B. 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.
  • 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 Return of Depression Economics
    The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
  • 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: The Fed at Seventy-Five
Triple: [Allan H. Meltzer, hasPartInBibliography, The Fed at Seventy-Five]
Generated description
The Fed at Seventy-Five is an economic and historical study examining the performance, policies, and institutional evolution of the U.S. Federal Reserve over its first seventy-five years.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Fed at Seventy-Five
Target entity description: The Fed at Seventy-Five is an economic and historical study examining the performance, policies, and institutional evolution of the U.S. Federal Reserve over its first seventy-five years.
  • A. 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.
  • B. 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.
  • 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 Return of Depression Economics
    The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
  • 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_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_69ff219de0f88190a914bfee5dde32c9 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff21f3cbf88190a8687f7de8092d17 completed May 9, 2026, noon
NED2 Entity disambiguation (via description) batch_69ff224c07508190b0627bb131420dab completed May 9, 2026, 12:02 p.m.
Created at: April 10, 2026, 3:20 a.m.