Triple

T13490924
Position Surface form Disambiguated ID Type / Status
Subject GATT Government Procurement Code E318629 entity
Predicate shortName P43 FINISHED
Object GATT GPA
GATT GPA is an international trade agreement that sets rules to ensure transparency, non-discrimination, and fair competition in government procurement among its member countries.
E1044354 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: GATT GPA | Statement: [GATT Government Procurement Code, shortName, GATT GPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GATT GPA
Context triple: [GATT Government Procurement Code, shortName, GATT GPA]
  • A. GATT
    GATT (Generic Attribute Profile) is a Bluetooth Low Energy protocol framework that defines how data is organized, discovered, and exchanged between connected devices.
  • B. GATT contracting parties
    The GATT contracting parties were the member countries of the General Agreement on Tariffs and Trade that collectively negotiated and implemented multilateral trade rules before the establishment of the World Trade Organization.
  • C. 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.
  • D. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • E. GATT Secretariat
    The GATT Secretariat was the administrative body that supported the General Agreement on Tariffs and Trade, overseeing its day-to-day operations and trade negotiations before being succeeded by the World Trade Organization Secretariat.
  • 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: GATT GPA
Triple: [GATT Government Procurement Code, shortName, GATT GPA]
Generated description
GATT GPA is an international trade agreement that sets rules to ensure transparency, non-discrimination, and fair competition in government procurement among its member countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GATT GPA
Target entity description: GATT GPA is an international trade agreement that sets rules to ensure transparency, non-discrimination, and fair competition in government procurement among its member countries.
  • A. GATT
    GATT (Generic Attribute Profile) is a Bluetooth Low Energy protocol framework that defines how data is organized, discovered, and exchanged between connected devices.
  • B. GATT contracting parties
    The GATT contracting parties were the member countries of the General Agreement on Tariffs and Trade that collectively negotiated and implemented multilateral trade rules before the establishment of the World Trade Organization.
  • C. 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.
  • D. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • E. GATT Secretariat
    The GATT Secretariat was the administrative body that supported the General Agreement on Tariffs and Trade, overseeing its day-to-day operations and trade negotiations before being succeeded by the World Trade Organization Secretariat.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf3cbe2081908c6792362c67c8f1 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75483a6f88190b3815fb8d97e65e4 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:43 p.m.