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.