Triple

T4474643
Position Surface form Disambiguated ID Type / Status
Subject OECD Development Centre E98576 entity
Predicate hasProgramme P6928 FINISHED
Object 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.
E441731 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: Regional Economic Outlooks | Statement: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Regional Economic Outlooks
Context triple: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
  • A. 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.
  • B. Economic Bulletin
    Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
  • C. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • D. Outlook for Economic Activity and Prices
    Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
  • E. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • 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: Regional Economic Outlooks
Triple: [OECD Development Centre, hasProgramme, Regional Economic Outlooks]
Generated description
Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Regional Economic Outlooks
Target entity description: Regional Economic Outlooks is an OECD Development Centre programme that produces analytical reports assessing economic trends and prospects across different world regions.
  • A. 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.
  • B. Economic Bulletin
    Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
  • C. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • D. Outlook for Economic Activity and Prices
    Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
  • E. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356bb03f48190a2addcd49c9e470d completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6287f076081909bca3643ac489fcf completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b6295721d881908d49ce1944e0ed17 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a3e9d1c8190a613726d45622406 completed March 15, 2026, 3:40 a.m.
Created at: March 12, 2026, 11:35 p.m.