Triple

T12126463
Position Surface form Disambiguated ID Type / Status
Subject Department of Foreign Affairs and Trade E288821 entity
Predicate hasDivision P35 FINISHED
Object Trade and Investment Division
The Trade and Investment Division is a branch of Australia’s Department of Foreign Affairs and Trade responsible for developing and implementing the country’s international trade, investment, and economic engagement policies.
E963039 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: Trade and Investment Division | Statement: [Department of Foreign Affairs and Trade, hasDivision, Trade and Investment Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trade and Investment Division
Context triple: [Department of Foreign Affairs and Trade, hasDivision, Trade and Investment Division]
  • A. Directorate of Trade and Economic Integration
    The Directorate of Trade and Economic Integration is a key arm of the Caribbean Community (CARICOM) Secretariat responsible for advancing regional economic integration, trade policy coordination, and the development of the CARICOM Single Market and Economy.
  • B. Directorate of Trade, Industry, Finance and Investment
    The Directorate of Trade, Industry, Finance and Investment is a key division of the SADC Secretariat responsible for promoting regional economic integration through policies and programs in trade, industrial development, financial cooperation, and investment.
  • C. International Trade division
    The International Trade division is a unit of the Georgia Department of Economic Development that helps Georgia-based businesses expand into global markets and attract international commerce to the state.
  • D. Office of International Trade Policy and Economics
    The Office of International Trade Policy and Economics is a U.S. State Department office that develops and coordinates U.S. foreign economic and trade policy in support of broader diplomatic and strategic objectives.
  • E. Office of Bilateral Trade Affairs
    The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
  • 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: Trade and Investment Division
Triple: [Department of Foreign Affairs and Trade, hasDivision, Trade and Investment Division]
Generated description
The Trade and Investment Division is a branch of Australia’s Department of Foreign Affairs and Trade responsible for developing and implementing the country’s international trade, investment, and economic engagement policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trade and Investment Division
Target entity description: The Trade and Investment Division is a branch of Australia’s Department of Foreign Affairs and Trade responsible for developing and implementing the country’s international trade, investment, and economic engagement policies.
  • A. Directorate of Trade and Economic Integration
    The Directorate of Trade and Economic Integration is a key arm of the Caribbean Community (CARICOM) Secretariat responsible for advancing regional economic integration, trade policy coordination, and the development of the CARICOM Single Market and Economy.
  • B. Directorate of Trade, Industry, Finance and Investment
    The Directorate of Trade, Industry, Finance and Investment is a key division of the SADC Secretariat responsible for promoting regional economic integration through policies and programs in trade, industrial development, financial cooperation, and investment.
  • C. International Trade division
    The International Trade division is a unit of the Georgia Department of Economic Development that helps Georgia-based businesses expand into global markets and attract international commerce to the state.
  • D. Office of International Trade Policy and Economics
    The Office of International Trade Policy and Economics is a U.S. State Department office that develops and coordinates U.S. foreign economic and trade policy in support of broader diplomatic and strategic objectives.
  • E. Office of Bilateral Trade Affairs
    The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9157ce6b88190b16592cc48244db3 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f688ad2481909d11782c44b3217f completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5fef775508190ab3be470821c5a50 completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.