Triple

T3687794
Position Surface form Disambiguated ID Type / Status
Subject Division of Research and Statistics of the Federal Reserve Board E78265 entity
Predicate produces P490 FINISHED
Object FEDS working papers
FEDS working papers are a series of economic research studies published by the Federal Reserve Board that present ongoing scholarly analysis on monetary policy, financial markets, and macroeconomic issues.
E78265 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: FEDS working papers | Statement: [Division of Research and Statistics of the Federal Reserve Board, produces, FEDS working papers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FEDS working papers
Context triple: [Division of Research and Statistics of the Federal Reserve Board, produces, FEDS working papers]
  • A. NBER Working Paper Series
    The NBER Working Paper Series is a prominent collection of preliminary economic research papers circulated by the National Bureau of Economic Research to disseminate new findings to scholars and policymakers before formal publication.
  • B. NBER Digest
    NBER Digest is a short, accessible publication that summarizes recent economic research findings produced by scholars affiliated with the National Bureau of Economic Research.
  • C. Division of Research and Statistics of the Federal Reserve Board
    The Division of Research and Statistics of the Federal Reserve Board is the unit responsible for providing economic analysis, research, and data to support U.S. monetary policy and the Board’s regulatory and supervisory functions.
  • D. Federal Reserve Bulletin
    The Federal Reserve Bulletin is an official periodical of the U.S. central bank that provides data, analysis, and research on monetary policy, banking, and economic conditions.
  • E. NBER Macroeconomics Annual
    NBER Macroeconomics Annual is a scholarly journal that publishes cutting-edge research and analysis on macroeconomic theory, policy, and empirical work, produced under the auspices of the National Bureau of Economic Research.
  • 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: FEDS working papers
Triple: [Division of Research and Statistics of the Federal Reserve Board, produces, FEDS working papers]
Generated description
FEDS working papers are a series of economic research studies published by the Federal Reserve Board that present ongoing scholarly analysis on monetary policy, financial markets, and macroeconomic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FEDS working papers
Target entity description: FEDS working papers are a series of economic research studies published by the Federal Reserve Board that present ongoing scholarly analysis on monetary policy, financial markets, and macroeconomic issues.
  • A. NBER Working Paper Series
    The NBER Working Paper Series is a prominent collection of preliminary economic research papers circulated by the National Bureau of Economic Research to disseminate new findings to scholars and policymakers before formal publication.
  • B. NBER Digest
    NBER Digest is a short, accessible publication that summarizes recent economic research findings produced by scholars affiliated with the National Bureau of Economic Research.
  • C. Division of Research and Statistics of the Federal Reserve Board chosen
    The Division of Research and Statistics of the Federal Reserve Board is the unit responsible for providing economic analysis, research, and data to support U.S. monetary policy and the Board’s regulatory and supervisory functions.
  • D. Federal Reserve Bulletin
    The Federal Reserve Bulletin is an official periodical of the U.S. central bank that provides data, analysis, and research on monetary policy, banking, and economic conditions.
  • E. NBER Macroeconomics Annual
    NBER Macroeconomics Annual is a scholarly journal that publishes cutting-edge research and analysis on macroeconomic theory, policy, and empirical work, produced under the auspices of the National Bureau of Economic Research.
  • F. None of above.

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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4c7e2bc81909356c8b0ed90feed completed March 8, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c10f6481908feed99cddc56d47 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7bd861c8190a1a7887f6d7fd6de completed March 14, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69b4c83085488190a48c6e4786d275e2 completed March 14, 2026, 2:30 a.m.
Created at: March 8, 2026, 3:26 p.m.