Triple

T3946141
Position Surface form Disambiguated ID Type / Status
Subject WIPO-administered treaties E92151 entity
Predicate includes P1393 FINISHED
Object Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled
The Marrakesh Treaty is an international copyright agreement that requires countries to create exceptions and limitations enabling the production and cross-border exchange of accessible format copies of books and other works for people who are blind, visually impaired, or otherwise print disabled.
E402694 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 Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled | Statement: [WIPO-administered treaties, includes, Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled
Context triple: [WIPO-administered treaties, includes, Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled]
  • A. Optional Protocol to the Convention on the Rights of Persons with Disabilities
    The Optional Protocol to the Convention on the Rights of Persons with Disabilities is an international treaty that establishes procedures allowing individuals and groups to submit complaints and enabling inquiries into grave or systematic violations of the rights of persons with disabilities.
  • B. WIPO Copyright Treaty
    The WIPO Copyright Treaty is an international agreement that updates and strengthens copyright protection for authors in the digital environment, complementing existing global copyright conventions.
  • C. Berne Convention for the Protection of Literary and Artistic Works
    The Berne Convention for the Protection of Literary and Artistic Works is an international agreement that sets minimum standards for copyright protection and ensures that authors’ rights are recognized across member countries without formal registration requirements.
  • D. Convention on the Rights of Persons with Disabilities
    The Convention on the Rights of Persons with Disabilities is an international human rights treaty that aims to protect and promote the full and equal enjoyment of all human rights by persons with disabilities.
  • E. WIPO Performances and Phonograms Treaty
    The WIPO Performances and Phonograms Treaty is an international copyright agreement that strengthens the rights of performers and producers of sound recordings in the digital environment.
  • 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 Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled
Triple: [WIPO-administered treaties, includes, Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled]
Generated description
The Marrakesh Treaty is an international copyright agreement that requires countries to create exceptions and limitations enabling the production and cross-border exchange of accessible format copies of books and other works for people who are blind, visually impaired, or otherwise print disabled.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marrakesh Treaty to Facilitate Access to Published Works for Persons Who Are Blind, Visually Impaired or Otherwise Print Disabled
Target entity description: The Marrakesh Treaty is an international copyright agreement that requires countries to create exceptions and limitations enabling the production and cross-border exchange of accessible format copies of books and other works for people who are blind, visually impaired, or otherwise print disabled.
  • A. Optional Protocol to the Convention on the Rights of Persons with Disabilities
    The Optional Protocol to the Convention on the Rights of Persons with Disabilities is an international treaty that establishes procedures allowing individuals and groups to submit complaints and enabling inquiries into grave or systematic violations of the rights of persons with disabilities.
  • B. WIPO Copyright Treaty
    The WIPO Copyright Treaty is an international agreement that updates and strengthens copyright protection for authors in the digital environment, complementing existing global copyright conventions.
  • C. Berne Convention for the Protection of Literary and Artistic Works
    The Berne Convention for the Protection of Literary and Artistic Works is an international agreement that sets minimum standards for copyright protection and ensures that authors’ rights are recognized across member countries without formal registration requirements.
  • D. Convention on the Rights of Persons with Disabilities
    The Convention on the Rights of Persons with Disabilities is an international human rights treaty that aims to protect and promote the full and equal enjoyment of all human rights by persons with disabilities.
  • E. WIPO Performances and Phonograms Treaty
    The WIPO Performances and Phonograms Treaty is an international copyright agreement that strengthens the rights of performers and producers of sound recordings in the digital environment.
  • 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_69aed965502c8190904ebad1203a4ae8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef0da13688190aab505c36513e4ab completed March 9, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5339869fc8190aee0805a8e2deac5 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5376d19bc81909dadce4a2efcd331 completed March 14, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69b538595d2481908812ab03cdb94659 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:24 p.m.