Triple

T4018987
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Financial and Enterprise Affairs E91232 entity
Predicate produces P490 FINISHED
Object OECD Guidelines for Multinational Enterprises
The OECD Guidelines for Multinational Enterprises are a set of government-backed recommendations providing voluntary principles and standards for responsible business conduct by multinational companies in areas such as human rights, labor, environment, and anti-corruption.
E405902 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 Guidelines for Multinational Enterprises | Statement: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Guidelines for Multinational Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD Guidelines for Multinational Enterprises
Context triple: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Guidelines for Multinational Enterprises]
  • A. UN Global Compact
    The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
  • B. International Labour Code of Practice
    The International Labour Code of Practice is a set of guidelines issued by the International Labour Organization that provides practical standards and recommendations to improve working conditions, occupational safety, and labor practices worldwide.
  • C. Principles of Corporate Governance
    Principles of Corporate Governance is a leading American Law Institute publication that articulates modern standards and best practices for the governance of corporations and the responsibilities of their directors and officers.
  • D. ISO 26000
    ISO 26000 is an international guidance standard that provides organizations with principles and best practices for social responsibility and sustainable development.
  • E. Trade Union Advisory Committee to the OECD
    The Trade Union Advisory Committee to the OECD (TUAC) is an international trade union body that represents organized labor’s interests in policy discussions and consultations with the Organisation for Economic Co-operation and 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: OECD Guidelines for Multinational Enterprises
Triple: [OECD Directorate for Financial and Enterprise Affairs, produces, OECD Guidelines for Multinational Enterprises]
Generated description
The OECD Guidelines for Multinational Enterprises are a set of government-backed recommendations providing voluntary principles and standards for responsible business conduct by multinational companies in areas such as human rights, labor, environment, and anti-corruption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD Guidelines for Multinational Enterprises
Target entity description: The OECD Guidelines for Multinational Enterprises are a set of government-backed recommendations providing voluntary principles and standards for responsible business conduct by multinational companies in areas such as human rights, labor, environment, and anti-corruption.
  • A. UN Global Compact
    The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
  • B. International Labour Code of Practice
    The International Labour Code of Practice is a set of guidelines issued by the International Labour Organization that provides practical standards and recommendations to improve working conditions, occupational safety, and labor practices worldwide.
  • C. Principles of Corporate Governance
    Principles of Corporate Governance is a leading American Law Institute publication that articulates modern standards and best practices for the governance of corporations and the responsibilities of their directors and officers.
  • D. ISO 26000
    ISO 26000 is an international guidance standard that provides organizations with principles and best practices for social responsibility and sustainable development.
  • E. Trade Union Advisory Committee to the OECD
    The Trade Union Advisory Committee to the OECD (TUAC) is an international trade union body that represents organized labor’s interests in policy discussions and consultations with the Organisation for Economic Co-operation and 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_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.