Triple

T16703366
Position Surface form Disambiguated ID Type / Status
Subject OECD Guidelines for Multinational Enterprises E405902 entity
Predicate subjectOf P38 FINISHED
Object OECD Declaration on International Investment and Multinational Enterprises
The OECD Declaration on International Investment and Multinational Enterprises is a policy commitment by adhering governments that sets out principles and standards to promote open, transparent, and responsible international investment and the conduct of multinational enterprises.
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 Declaration on International Investment and Multinational Enterprises | Statement: [OECD Guidelines for Multinational Enterprises, subjectOf, OECD Declaration on International Investment and Multinational Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD Declaration on International Investment and Multinational Enterprises
Context triple: [OECD Guidelines for Multinational Enterprises, subjectOf, OECD Declaration on International Investment and Multinational Enterprises]
  • A. 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.
  • B. OECD Investment Policy Reviews
    OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
  • C. OECD Global Forum on Investment
    The OECD Global Forum on Investment is an international platform that brings together governments, business, and civil society to discuss and promote policies for sustainable, transparent, and responsible investment worldwide.
  • D. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • E. Committee on Trade-Related Investment Measures
    The Committee on Trade-Related Investment Measures is a World Trade Organization body that oversees the implementation and operation of rules governing investment measures that affect trade in goods.
  • 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 Declaration on International Investment and Multinational Enterprises
Triple: [OECD Guidelines for Multinational Enterprises, subjectOf, OECD Declaration on International Investment and Multinational Enterprises]
Generated description
The OECD Declaration on International Investment and Multinational Enterprises is a policy commitment by adhering governments that sets out principles and standards to promote open, transparent, and responsible international investment and the conduct of multinational enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD Declaration on International Investment and Multinational Enterprises
Target entity description: The OECD Declaration on International Investment and Multinational Enterprises is a policy commitment by adhering governments that sets out principles and standards to promote open, transparent, and responsible international investment and the conduct of multinational enterprises.
  • A. OECD Guidelines for Multinational Enterprises chosen
    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.
  • B. OECD Investment Policy Reviews
    OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
  • C. OECD Global Forum on Investment
    The OECD Global Forum on Investment is an international platform that brings together governments, business, and civil society to discuss and promote policies for sustainable, transparent, and responsible investment worldwide.
  • D. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • E. Committee on Trade-Related Investment Measures
    The Committee on Trade-Related Investment Measures is a World Trade Organization body that oversees the implementation and operation of rules governing investment measures that affect trade in goods.
  • F. None of above.

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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e38333a6908190a17d2dee2ca622d6 completed April 18, 2026, 1:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a0dee08190a67ed5df2008c91e completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00923f1da08190b6b2c869284099bc completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00931aa1d88190a0775e74779b3a6b completed May 10, 2026, 2:15 p.m.
Created at: April 10, 2026, 5:19 a.m.