Triple

T23312932
Position Surface form Disambiguated ID Type / Status
Subject ebXML E590629 entity
Predicate developedBy P73 FINISHED
Object UN/CEFACT
UN/CEFACT is a United Nations body that develops global standards and recommendations to facilitate and harmonize international trade and electronic business processes.
E1579424 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: UN/CEFACT | Statement: [ebXML, developedBy, UN/CEFACT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN/CEFACT
Context triple: [ebXML, developedBy, UN/CEFACT]
  • A. WCO Technical Experts Group on Data Model
    The WCO Technical Experts Group on Data Model is a specialized World Customs Organization body that develops and maintains standardized data models to harmonize and facilitate international customs and trade data exchange.
  • B. WCO Finance Committee
    The WCO Finance Committee is a specialized body within the World Customs Organization responsible for advising on and monitoring the organization’s budgetary, financial, and administrative matters.
  • C. 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.
  • D. ICC Commission on Customs and Trade Facilitation
    The ICC Commission on Customs and Trade Facilitation is a specialized body within the International Chamber of Commerce that develops policy and practical guidance to streamline customs procedures and enhance global trade efficiency.
  • E. Committee on Technical Barriers to Trade
    The Committee on Technical Barriers to Trade is a World Trade Organization body that oversees the implementation of rules ensuring that technical regulations, standards, and conformity assessment procedures do not create unnecessary obstacles to international trade.
  • 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: UN/CEFACT
Triple: [ebXML, developedBy, UN/CEFACT]
Generated description
UN/CEFACT is a United Nations body that develops global standards and recommendations to facilitate and harmonize international trade and electronic business processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN/CEFACT
Target entity description: UN/CEFACT is a United Nations body that develops global standards and recommendations to facilitate and harmonize international trade and electronic business processes.
  • A. WCO Technical Experts Group on Data Model
    The WCO Technical Experts Group on Data Model is a specialized World Customs Organization body that develops and maintains standardized data models to harmonize and facilitate international customs and trade data exchange.
  • B. WCO Finance Committee
    The WCO Finance Committee is a specialized body within the World Customs Organization responsible for advising on and monitoring the organization’s budgetary, financial, and administrative matters.
  • C. 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.
  • D. ICC Commission on Customs and Trade Facilitation
    The ICC Commission on Customs and Trade Facilitation is a specialized body within the International Chamber of Commerce that develops policy and practical guidance to streamline customs procedures and enhance global trade efficiency.
  • E. Committee on Technical Barriers to Trade
    The Committee on Technical Barriers to Trade is a World Trade Organization body that oversees the implementation of rules ensuring that technical regulations, standards, and conformity assessment procedures do not create unnecessary obstacles to international trade.
  • 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_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1972ca70481909e2415c65964210a completed April 29, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4ca2fb888190931e944c3df87188 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e669b6481909f198d1c51b68bf3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f011a188190b801f2ae0f134356 completed May 19, 2026, 11:52 a.m.
Created at: April 17, 2026, 5:06 p.m.