Triple

T16927491
Position Surface form Disambiguated ID Type / Status
Subject OECD CTPA E410612 entity
Predicate notableWorkArea P23945 FINISHED
Object BEPS Project
The BEPS Project is an international initiative led by the OECD and G20 to reform global tax rules and curb multinational tax avoidance by addressing base erosion and profit shifting.
E1241328 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: BEPS Project | Statement: [OECD CTPA, notableWorkArea, BEPS Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BEPS Project
Context triple: [OECD CTPA, notableWorkArea, BEPS Project]
  • A. OECD Global Forum on Transparency and Exchange of Information for Tax Purposes
    The OECD Global Forum on Transparency and Exchange of Information for Tax Purposes is an international body that promotes and monitors the implementation of global standards for tax transparency and the exchange of information between jurisdictions to combat tax evasion.
  • B. OECD Centre for Tax Policy and Administration
    The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
  • C. OECD Working Group on Bribery in International Business Transactions
    The OECD Working Group on Bribery in International Business Transactions is an international monitoring and policy-making body that oversees implementation and enforcement of the OECD Anti-Bribery Convention to combat the bribery of foreign public officials in global commerce.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. Bridgetown Initiative on global financial reform
    The Bridgetown Initiative on global financial reform is a climate and development finance agenda led by Barbados that seeks to overhaul the global financial system so vulnerable countries can better access affordable funding for climate resilience and sustainable development.
  • 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: BEPS Project
Triple: [OECD CTPA, notableWorkArea, BEPS Project]
Generated description
The BEPS Project is an international initiative led by the OECD and G20 to reform global tax rules and curb multinational tax avoidance by addressing base erosion and profit shifting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BEPS Project
Target entity description: The BEPS Project is an international initiative led by the OECD and G20 to reform global tax rules and curb multinational tax avoidance by addressing base erosion and profit shifting.
  • A. OECD Global Forum on Transparency and Exchange of Information for Tax Purposes
    The OECD Global Forum on Transparency and Exchange of Information for Tax Purposes is an international body that promotes and monitors the implementation of global standards for tax transparency and the exchange of information between jurisdictions to combat tax evasion.
  • B. OECD Centre for Tax Policy and Administration
    The OECD Centre for Tax Policy and Administration is the OECD’s main body responsible for developing international tax standards, policies, and guidance to support fair, efficient, and transparent tax systems worldwide.
  • C. OECD Working Group on Bribery in International Business Transactions
    The OECD Working Group on Bribery in International Business Transactions is an international monitoring and policy-making body that oversees implementation and enforcement of the OECD Anti-Bribery Convention to combat the bribery of foreign public officials in global commerce.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. Bridgetown Initiative on global financial reform
    The Bridgetown Initiative on global financial reform is a climate and development finance agenda led by Barbados that seeks to overhaul the global financial system so vulnerable countries can better access affordable funding for climate resilience and sustainable development.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cdf3fc3c8190a884f7ecd5c47adb completed April 18, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfdb6b608190af910e225d942d37 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0ce499c81909bd4ec1c77ae0202 completed May 10, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.