Triple

T216608
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Agreement Establishing the World Trade Organization E4118 entity
Predicate shortName P43 FINISHED
Object Marrakesh Agreement
The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
E27697 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: Marrakesh Agreement | Statement: [Marrakesh Agreement Establishing the World Trade Organization, shortName, Marrakesh Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marrakesh Agreement
Context triple: [Marrakesh Agreement Establishing the World Trade Organization, shortName, Marrakesh Agreement]
  • A. Helsinki Accords
    The Helsinki Accords were a 1975 diplomatic agreement between Western and Eastern bloc countries that aimed to improve relations, recognize post–World War II European borders, and promote human rights during the Cold War.
  • B. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • C. Madrid Protocol
    The Madrid Protocol is an international treaty that streamlines the process for obtaining and managing trademark protection in multiple countries through a single application.
  • D. Locarno Treaties
    The Locarno Treaties were a series of 1925 diplomatic agreements in which Germany, France, Belgium, Britain, and Italy sought to stabilize post–World War I Europe by guaranteeing Western borders and promoting reconciliation with Germany.
  • E. Canberra Agreement
    The Canberra Agreement is the 1947 treaty that established the Pacific Community, a regional organization for cooperation and development among Pacific Island countries and territories.
  • 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: Marrakesh Agreement
Triple: [Marrakesh Agreement Establishing the World Trade Organization, shortName, Marrakesh Agreement]
Generated description
The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marrakesh Agreement
Target entity description: The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
  • A. Helsinki Accords
    The Helsinki Accords were a 1975 diplomatic agreement between Western and Eastern bloc countries that aimed to improve relations, recognize post–World War II European borders, and promote human rights during the Cold War.
  • B. Cairo Declaration
    The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
  • C. Madrid Protocol
    The Madrid Protocol is an international treaty that streamlines the process for obtaining and managing trademark protection in multiple countries through a single application.
  • D. Locarno Treaties
    The Locarno Treaties were a series of 1925 diplomatic agreements in which Germany, France, Belgium, Britain, and Italy sought to stabilize post–World War I Europe by guaranteeing Western borders and promoting reconciliation with Germany.
  • E. Canberra Agreement
    The Canberra Agreement is the 1947 treaty that established the Pacific Community, a regional organization for cooperation and development among Pacific Island countries and territories.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4edfa081909fe97c86c3c7801d completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3441cc15c8190910b1b9e5dbb4910 completed Feb. 28, 2026, 7:38 p.m.
NEDg Description generation batch_69a344e390f4819090ec79beb681310a completed Feb. 28, 2026, 7:41 p.m.
NED2 Entity disambiguation (via description) batch_69a34551abac8190a1d3f2fc3f783c71 completed Feb. 28, 2026, 7:43 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.