Triple

T4753537
Position Surface form Disambiguated ID Type / Status
Subject WTO Secretariat E105531 entity
Predicate publishes P80 FINISHED
Object International Trade Statistics
International Trade Statistics is an annual World Trade Organization publication that provides comprehensive data and analysis on global trade flows in goods and services.
 E467532 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 Trade Statistics | Statement: [WTO Secretariat, publishes, International Trade Statistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: International Trade Statistics
Context triple: [WTO Secretariat, publishes, International Trade Statistics]
  • A. global trade systems
    Global trade systems are the interconnected economic, legal, and logistical frameworks that govern the exchange of goods, services, and capital across international borders.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. Trade and Development Report
    The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
  • D. Commerce and Trade
    Commerce and Trade refers to the body of U.S. federal law and policy governing business activities, markets, and economic transactions, as codified in Title 15 of the United States Code.
  • E. International Trade Administration
    The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
  • 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 Trade Statistics
Triple: [WTO Secretariat, publishes, International Trade Statistics]
Generated description
International Trade Statistics is an annual World Trade Organization publication that provides comprehensive data and analysis on global trade flows in goods and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: International Trade Statistics
Target entity description: International Trade Statistics is an annual World Trade Organization publication that provides comprehensive data and analysis on global trade flows in goods and services.
  • A. global trade systems
    Global trade systems are the interconnected economic, legal, and logistical frameworks that govern the exchange of goods, services, and capital across international borders.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. Trade and Development Report
    The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
  • D. Commerce and Trade
    Commerce and Trade refers to the body of U.S. federal law and policy governing business activities, markets, and economic transactions, as codified in Title 15 of the United States Code.
  • E. International Trade Administration
    The International Trade Administration is a U.S. government agency that promotes American exports, ensures fair trade by enforcing trade laws and agreements, and supports U.S. businesses in international markets.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64e72d1c81908eb60960751e52b1 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a6600e481909c3fb1decf23d7d8 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3d05e8a081908cdcb37620078fa6 completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3daa7e0081908971df65613c9df6 completed March 21, 2026, 6:41 a.m.
Created at: March 20, 2026, 1:20 p.m.