Triple
T1858802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enforcement Committee |
E41765
|
entity |
| Predicate | usesInstrument |
P933
|
FINISHED |
| Object |
WCO risk management guidelines
The WCO risk management guidelines are a set of international standards and best practices developed by the World Customs Organization to help customs administrations systematically identify, assess, and mitigate risks in cross-border trade.
|
E6536
|
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: WCO risk management guidelines | Statement: [Enforcement Committee, usesInstrument, WCO risk management guidelines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WCO risk management guidelines Context triple: [Enforcement Committee, usesInstrument, WCO risk management guidelines]
-
A.
Agreement on the Application of Sanitary and Phytosanitary Measures
The Agreement on the Application of Sanitary and Phytosanitary Measures is a World Trade Organization treaty that sets rules for member countries’ food safety and animal and plant health regulations to ensure they are science-based and do not unjustifiably restrict international trade.
-
B.
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.
-
C.
Customs Convention on the International Transport of Goods under Cover of TIR Carnets (TIR Convention)
The Customs Convention on the International Transport of Goods under Cover of TIR Carnets (TIR Convention) is a key UN treaty that facilitates international road transport by allowing goods to transit multiple countries with minimal customs checks under a standardized guarantee system.
-
D.
Convention on the Harmonization of Frontier Controls of Goods
The Convention on the Harmonization of Frontier Controls of Goods is a United Nations treaty that streamlines and coordinates customs and border procedures to facilitate international trade and transport.
-
E.
Agreement on Technical Barriers to Trade
The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
- 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: WCO risk management guidelines Triple: [Enforcement Committee, usesInstrument, WCO risk management guidelines]
Generated description
The WCO risk management guidelines are a set of international standards and best practices developed by the World Customs Organization to help customs administrations systematically identify, assess, and mitigate risks in cross-border trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WCO risk management guidelines Target entity description: The WCO risk management guidelines are a set of international standards and best practices developed by the World Customs Organization to help customs administrations systematically identify, assess, and mitigate risks in cross-border trade.
-
A.
Agreement on the Application of Sanitary and Phytosanitary Measures
The Agreement on the Application of Sanitary and Phytosanitary Measures is a World Trade Organization treaty that sets rules for member countries’ food safety and animal and plant health regulations to ensure they are science-based and do not unjustifiably restrict international trade.
-
B.
World Customs Organization
chosen
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.
-
C.
Customs Convention on the International Transport of Goods under Cover of TIR Carnets (TIR Convention)
The Customs Convention on the International Transport of Goods under Cover of TIR Carnets (TIR Convention) is a key UN treaty that facilitates international road transport by allowing goods to transit multiple countries with minimal customs checks under a standardized guarantee system.
-
D.
Convention on the Harmonization of Frontier Controls of Goods
The Convention on the Harmonization of Frontier Controls of Goods is a United Nations treaty that streamlines and coordinates customs and border procedures to facilitate international trade and transport.
-
E.
Agreement on Technical Barriers to Trade
The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
- 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_69a8864a83848190a4ec02721306c511 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb081405881909e4bea94b9813a4b |
completed | March 7, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1ce296c819093336cbaa257dfd2 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add229de448190826bbb668c7611a0 |
completed | March 8, 2026, 7:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add29e3c50819098ff87d254c25c45 |
completed | March 8, 2026, 7:48 p.m. |
Created at: March 4, 2026, 7:33 p.m.