Triple

T5633884
Position Surface form Disambiguated ID Type / Status
Subject WTO agreements E147897 entity
Predicate include P1393 FINISHED
Object Plurilateral Agreement on Government Procurement
The Plurilateral Agreement on Government Procurement is a World Trade Organization treaty that opens up government procurement markets among its signatory members by promoting transparency, non-discrimination, and fair competition in public purchasing.
E538515 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: Plurilateral Agreement on Government Procurement | Statement: [WTO agreements, include, Plurilateral Agreement on Government Procurement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plurilateral Agreement on Government Procurement
Context triple: [WTO agreements, include, Plurilateral Agreement on Government Procurement]
  • A. GATT Government Procurement Code
    The GATT Government Procurement Code is an international trade agreement that sets rules to ensure transparency, non-discrimination, and fair competition in government purchasing among its signatory countries.
  • B. Agreement on Implementation of Article VII of GATT 1994
    The Agreement on Implementation of Article VII of GATT 1994, commonly known as the WTO Customs Valuation Agreement, sets out rules for determining the customs value of imported goods to ensure fair, uniform, and neutral application of trade regulations.
  • C. Agreement on Implementation of Article VI of GATT 1994
    The Agreement on Implementation of Article VI of GATT 1994, commonly known as the Anti-Dumping Agreement, sets out detailed rules for how World Trade Organization members may investigate and apply measures against dumped imports that cause injury to domestic industries.
  • D. Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade
    The Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade, often called the Subsidies Code, was a GATT-era multilateral treaty that clarified and disciplined the use of subsidies and countervailing measures in international trade before the establishment of the WTO.
  • 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: Plurilateral Agreement on Government Procurement
Triple: [WTO agreements, include, Plurilateral Agreement on Government Procurement]
Generated description
The Plurilateral Agreement on Government Procurement is a World Trade Organization treaty that opens up government procurement markets among its signatory members by promoting transparency, non-discrimination, and fair competition in public purchasing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plurilateral Agreement on Government Procurement
Target entity description: The Plurilateral Agreement on Government Procurement is a World Trade Organization treaty that opens up government procurement markets among its signatory members by promoting transparency, non-discrimination, and fair competition in public purchasing.
  • A. GATT Government Procurement Code
    The GATT Government Procurement Code is an international trade agreement that sets rules to ensure transparency, non-discrimination, and fair competition in government purchasing among its signatory countries.
  • B. Agreement on Implementation of Article VII of GATT 1994
    The Agreement on Implementation of Article VII of GATT 1994, commonly known as the WTO Customs Valuation Agreement, sets out rules for determining the customs value of imported goods to ensure fair, uniform, and neutral application of trade regulations.
  • C. Agreement on Implementation of Article VI of GATT 1994
    The Agreement on Implementation of Article VI of GATT 1994, commonly known as the Anti-Dumping Agreement, sets out detailed rules for how World Trade Organization members may investigate and apply measures against dumped imports that cause injury to domestic industries.
  • D. Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade
    The Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade, often called the Subsidies Code, was a GATT-era multilateral treaty that clarified and disciplined the use of subsidies and countervailing measures in international trade before the establishment of the WTO.
  • 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

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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225ff3248190b93c9f5887553fd4 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d6d2dfc8190a2eabb8beda04ee5 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 3:41 p.m.