Triple

T11188778
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Customs E264742 entity
Predicate cooperatesWith P435 FINISHED
Object World Trade Organization (on trade facilitation and customs valuation)
The World Trade Organization (on trade facilitation and customs valuation) is the global body that sets and oversees rules to simplify international trade procedures and ensure fair, transparent methods for determining the value of goods at customs.
E606691 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: World Trade Organization (on trade facilitation and customs valuation) | Statement: [Pakistan Customs, cooperatesWith, World Trade Organization (on trade facilitation and customs valuation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Trade Organization (on trade facilitation and customs valuation)
Context triple: [Pakistan Customs, cooperatesWith, World Trade Organization (on trade facilitation and customs valuation)]
  • A. World Trade Organization Trade Facilitation Agreement
    The World Trade Organization Trade Facilitation Agreement is a multilateral WTO accord that aims to streamline and modernize customs procedures, reduce trade costs, and expedite the movement, release, and clearance of goods across borders.
  • B. World Customs Organization Technical Committee on Customs Valuation
    The World Customs Organization Technical Committee on Customs Valuation is an expert body that develops, interprets, and provides guidance on international customs valuation rules to ensure uniform application of the WTO Customs Valuation Agreement worldwide.
  • C. 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.
  • D. World Customs Organization valuation guidelines
    The World Customs Organization valuation guidelines are international standards that provide detailed methods and principles for determining the customs value of imported goods to ensure uniform and fair application of customs duties worldwide.
  • E. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • 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: World Trade Organization (on trade facilitation and customs valuation)
Triple: [Pakistan Customs, cooperatesWith, World Trade Organization (on trade facilitation and customs valuation)]
Generated description
The World Trade Organization (on trade facilitation and customs valuation) is the global body that sets and oversees rules to simplify international trade procedures and ensure fair, transparent methods for determining the value of goods at customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Trade Organization (on trade facilitation and customs valuation)
Target entity description: The World Trade Organization (on trade facilitation and customs valuation) is the global body that sets and oversees rules to simplify international trade procedures and ensure fair, transparent methods for determining the value of goods at customs.
  • A. World Trade Organization Trade Facilitation Agreement
    The World Trade Organization Trade Facilitation Agreement is a multilateral WTO accord that aims to streamline and modernize customs procedures, reduce trade costs, and expedite the movement, release, and clearance of goods across borders.
  • B. World Customs Organization Technical Committee on Customs Valuation
    The World Customs Organization Technical Committee on Customs Valuation is an expert body that develops, interprets, and provides guidance on international customs valuation rules to ensure uniform application of the WTO Customs Valuation Agreement worldwide.
  • C. WTO Council for Trade in Goods chosen
    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.
  • D. World Customs Organization valuation guidelines
    The World Customs Organization valuation guidelines are international standards that provide detailed methods and principles for determining the customs value of imported goods to ensure uniform and fair application of customs duties worldwide.
  • E. World Customs Organization
    The World Customs Organization is an intergovernmental body that develops international customs standards and promotes cooperation among national customs administrations to facilitate trade and ensure border security.
  • F. None of above.

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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8ad143481908d5dacc95837ecfd completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483df3c74819090fc6ef26f785539 completed April 19, 2026, 7:27 a.m.
NEDg Description generation batch_69e48788be688190a109ccb8281d3dc9 completed April 19, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69e4890c12388190838d350207492c9e completed April 19, 2026, 7:49 a.m.
Created at: April 8, 2026, 9:29 p.m.