Triple

T3013413
Position Surface form Disambiguated ID Type / Status
Subject Agreement on Textiles and Clothing E82275 entity
Predicate endedRegime P10636 FINISHED
Object Multi-Fibre Arrangement quota system
The Multi-Fibre Arrangement quota system was a global trade regime that regulated international trade in textiles and clothing through country- and product-specific import quotas, particularly restricting exports from developing to developed countries.
E318634 NE FINISHED

How this triple was built (5 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: Multi-Fibre Arrangement quota system | Statement: [Agreement on Textiles and Clothing, endedRegime, Multi-Fibre Arrangement quota system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multi-Fibre Arrangement quota system
Context triple: [Agreement on Textiles and Clothing, endedRegime, Multi-Fibre Arrangement quota system]
  • A. Combined Nomenclature of the European Union
    The Combined Nomenclature of the European Union is the EU’s detailed tariff and statistical classification system for goods used in customs declarations and trade statistics.
  • B. GATT Article XIX
    GATT Article XIX is the safeguard provision in the General Agreement on Tariffs and Trade that allows countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • C. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • D. FTA
    FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
  • E. GATT
    GATT (Generic Attribute Profile) is a Bluetooth Low Energy protocol framework that defines how data is organized, discovered, and exchanged between connected devices.
  • 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: Multi-Fibre Arrangement quota system
Triple: [Agreement on Textiles and Clothing, endedRegime, Multi-Fibre Arrangement quota system]
Generated description
The Multi-Fibre Arrangement quota system was a global trade regime that regulated international trade in textiles and clothing through country- and product-specific import quotas, particularly restricting exports from developing to developed countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multi-Fibre Arrangement quota system
Target entity description: The Multi-Fibre Arrangement quota system was a global trade regime that regulated international trade in textiles and clothing through country- and product-specific import quotas, particularly restricting exports from developing to developed countries.
  • A. Combined Nomenclature of the European Union
    The Combined Nomenclature of the European Union is the EU’s detailed tariff and statistical classification system for goods used in customs declarations and trade statistics.
  • B. GATT Article XIX
    GATT Article XIX is the safeguard provision in the General Agreement on Tariffs and Trade that allows countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • C. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • D. FTA
    FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
  • E. GATT
    GATT (Generic Attribute Profile) is a Bluetooth Low Energy protocol framework that defines how data is organized, discovered, and exchanged between connected devices.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: endedRegime
Context triple: [Agreement on Textiles and Clothing, endedRegime, Multi-Fibre Arrangement quota system]
  • A. regimeDefinedBy
    Indicates that a particular regime is characterized, specified, or determined by another entity or set of rules.
  • B. createdRegimeOf
    Indicates that one entity brought about, established, or was responsible for the formation of a particular regime or system of rule for another entity.
  • C. previouslyReplacedRegime chosen
    Indicates that one regime had earlier been replaced by another regime in the past.
  • D. associatedWithRegime
    Indicates a relationship where an entity is linked or connected to a particular regime, such as a political, governmental, or ruling system.
  • E. supportedRegime
    Indicates that an entity provided assistance, endorsement, or backing to a particular political regime or government in power.
  • F. None of above.

Provenance (6 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a6883c081909b6b74f078e347b7 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e67e2f88190aa7046e93f3e4126 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12f07ec088190a63e30f8a1f7937a completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb6571388190970bae846bfc57a2 completed March 11, 2026, 8:07 p.m.
PD Predicate disambiguation batch_69ad961a97188190809dc73430a8eda8 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 3 p.m.