Triple

T503637
Position Surface form Disambiguated ID Type / Status
Subject Ajay Banga E10452 entity
Predicate boardMemberOf P10 FINISHED
Object International Chamber of Commerce
The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
 E63031 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: International Chamber of Commerce | Statement: [Ajay Banga, boardMemberOf, International Chamber of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: International Chamber of Commerce
Context triple: [Ajay Banga, boardMemberOf, International Chamber of Commerce]
  • A. United Nations Conference on Trade and Development
    The United Nations Conference on Trade and Development (UNCTAD) is a UN body that promotes inclusive and sustainable development by addressing trade, investment, and development issues, particularly for developing countries.
  • B. Council for Trade in Goods
    The Council for Trade in Goods is a key World Trade Organization body that oversees the implementation and functioning of multilateral agreements governing international trade in goods.
  • C. World Trade Organization
    The World Trade Organization is an international body that regulates global trade rules between nations, aiming to ensure trade flows smoothly, predictably, and freely.
  • D. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • E. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
  • 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: International Chamber of Commerce
Triple: [Ajay Banga, boardMemberOf, International Chamber of Commerce]
Generated description
The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: International Chamber of Commerce
Target entity description: The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
  • A. United Nations Conference on Trade and Development
    The United Nations Conference on Trade and Development (UNCTAD) is a UN body that promotes inclusive and sustainable development by addressing trade, investment, and development issues, particularly for developing countries.
  • B. Council for Trade in Goods
    The Council for Trade in Goods is a key World Trade Organization body that oversees the implementation and functioning of multilateral agreements governing international trade in goods.
  • C. World Trade Organization
    The World Trade Organization is an international body that regulates global trade rules between nations, aiming to ensure trade flows smoothly, predictably, and freely.
  • D. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • E. APEC Business Advisory Council
    The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1357738819085eae6c10fa2fca9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a48a79ef808190a9dc34b58e16a160 completed March 1, 2026, 6:50 p.m.
NEDg Description generation batch_69a48cb1b92881909b05794b7f792cad completed March 1, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69a48d3ce3a48190a343496e874c21b6 completed March 1, 2026, 7:02 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.