Triple

T4018993
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Financial and Enterprise Affairs E91232 entity
Predicate produces P490 FINISHED
Object 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.
E405907 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: OECD Business and Finance Outlook | Statement: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Business and Finance Outlook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD Business and Finance Outlook
Context triple: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Business and Finance Outlook]
  • A. OECD Directorate for Financial and Enterprise Affairs
    The OECD Directorate for Financial and Enterprise Affairs is a key division of the OECD that develops international policies and standards on financial markets, corporate governance, competition, investment, and responsible business conduct.
  • 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. 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.
  • D. OECD
    The OECD (Organisation for Economic Co-operation and Development) is an international organization of mostly high-income democracies that works to promote economic growth, trade, and policy coordination among its member countries.
  • E. BIS Quarterly Review
    BIS Quarterly Review is a flagship publication of the Bank for International Settlements that provides analysis and data on global financial markets, banking, and monetary developments.
  • 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: OECD Business and Finance Outlook
Triple: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Business and Finance Outlook]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD Business and Finance Outlook
Target entity description: 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.
  • A. OECD Directorate for Financial and Enterprise Affairs
    The OECD Directorate for Financial and Enterprise Affairs is a key division of the OECD that develops international policies and standards on financial markets, corporate governance, competition, investment, and responsible business conduct.
  • 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. 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.
  • D. OECD
    The OECD (Organisation for Economic Co-operation and Development) is an international organization of mostly high-income democracies that works to promote economic growth, trade, and policy coordination among its member countries.
  • E. BIS Quarterly Review
    BIS Quarterly Review is a flagship publication of the Bank for International Settlements that provides analysis and data on global financial markets, banking, and monetary developments.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaab39d4819080e37cd175c89542 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c7cb0ec8190b7e4646a934ddb07 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d06c7c881908b30ba813c009d25 completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b54d739e588190b23c06b10b4f540e completed March 14, 2026, 11:58 a.m.
Created at: March 9, 2026, 3:35 p.m.