Triple

T13491289
Position Surface form Disambiguated ID Type / Status
Subject WTO Agreement on Preshipment Inspection E318636 entity
Predicate memberObligations P8511 FINISHED
Object WTO members must ensure that inspection entities observe the agreement’s provisions E538512 NE FINISHED

How this triple was built (2 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: WTO members must ensure that inspection entities observe the agreement’s provisions | Statement: [WTO Agreement on Preshipment Inspection, memberObligations, WTO members must ensure that inspection entities observe the agreement’s provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WTO members must ensure that inspection entities observe the agreement’s provisions
Context triple: [WTO Agreement on Preshipment Inspection, memberObligations, WTO members must ensure that inspection entities observe the agreement’s provisions]
  • A. WTO Agreement on Preshipment Inspection
    The WTO Agreement on Preshipment Inspection is a World Trade Organization treaty that sets rules and disciplines for the use of preshipment inspection services to verify the quality, quantity, and price of traded goods before export.
  • B. WTO agreements
    The WTO agreements are a comprehensive set of international trade rules and commitments that govern how member countries conduct and regulate global commerce under the World Trade Organization framework.
  • C. WTO Committee on Market Access
    The WTO Committee on Market Access is a World Trade Organization body responsible for overseeing and facilitating the implementation, negotiation, and administration of members’ tariff and non-tariff market access commitments for goods.
  • D. World Trade Organization member states chosen
    World Trade Organization member states are the countries and customs territories that have joined the WTO and are bound by its global trade rules and dispute settlement system.
  • E. WTO Council for Trade in Goods
    The WTO Council for Trade in Goods is a central World Trade Organization body overseeing the implementation and functioning of multilateral agreements on trade in goods and supervising specialized committees that handle specific areas such as subsidies, tariffs, and market access.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf4c66008190b287e0551889d7c8 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463b758c8190abc0dd2a049d751e completed May 3, 2026, 12:57 p.m.
Created at: April 9, 2026, 9:43 p.m.