Triple

T22811568
Position Surface form Disambiguated ID Type / Status
Subject Development Economics Vice Presidency of the World Bank E564690 entity
Predicate produces P490 FINISHED
Object Global Economic Prospects — NE NERFINISHED

How this triple was built (3 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: Global Economic Prospects | Statement: [Development Economics Vice Presidency of the World Bank, produces, Global Economic Prospects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Global Economic Prospects
Context triple: [Development Economics Vice Presidency of the World Bank, produces, Global Economic Prospects]
  • A. World Economic Outlook
    The World Economic Outlook is a flagship International Monetary Fund publication that provides analysis and forecasts of global economic developments, trends, and policy challenges.
  • B. Working Party on Short-Term Economic Prospects
    The Working Party on Short-Term Economic Prospects is a specialized expert group that analyzes and forecasts near-term economic developments to support policy discussions within the Economic Policy Committee.
  • C. Regional Economic Outlooks
    Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
  • D. OECD Business and Finance Outlook
    OECD Business and Finance Outlook is an annual publication that analyzes global financial markets, corporate governance, investment trends, and policy challenges from the perspective of the Organisation for Economic Co-operation and Development.
  • E. OECD Economic Outlook
    The OECD Economic Outlook is a flagship biannual publication by the Organisation for Economic Co-operation and Development that provides analysis and forecasts of economic trends and policy developments across member and major non-member countries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Global Economic Prospects
Target entity description: Global Economic Prospects is a flagship World Bank report that provides analysis and forecasts of global and regional economic trends and developments.
  • A. World Economic Outlook
    The World Economic Outlook is a flagship International Monetary Fund publication that provides analysis and forecasts of global economic developments, trends, and policy challenges.
  • B. Working Party on Short-Term Economic Prospects
    The Working Party on Short-Term Economic Prospects is a specialized expert group that analyzes and forecasts near-term economic developments to support policy discussions within the Economic Policy Committee.
  • C. Regional Economic Outlooks
    Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
  • D. OECD Business and Finance Outlook
    OECD Business and Finance Outlook is an annual publication that analyzes global financial markets, corporate governance, investment trends, and policy challenges from the perspective of the Organisation for Economic Co-operation and Development.
  • E. OECD Economic Outlook
    The OECD Economic Outlook is a flagship biannual publication by the Organisation for Economic Co-operation and Development that provides analysis and forecasts of economic trends and policy developments across member and major non-member countries.
  • F. None of above. chosen

Provenance (2 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17d60f5948190b624b2dab04cbe63 completed April 29, 2026, 3:39 a.m.
Created at: April 17, 2026, 3:32 p.m.