Triple

T6733862
Position Surface form Disambiguated ID Type / Status
Subject Doha Declaration on the TRIPS Agreement and Public Health E153703 entity
Predicate influenced P9 FINISHED
Object 2005 TRIPS amendment on public health (Article 31bis)
The 2005 TRIPS amendment on public health (Article 31bis) is a World Trade Organization rule change that allows countries to export patented medicines made under compulsory licenses to nations lacking sufficient pharmaceutical manufacturing capacity, in order to improve access to essential drugs.
E616453 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: 2005 TRIPS amendment on public health (Article 31bis) | Statement: [Doha Declaration on the TRIPS Agreement and Public Health, influenced, 2005 TRIPS amendment on public health (Article 31bis)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2005 TRIPS amendment on public health (Article 31bis)
Context triple: [Doha Declaration on the TRIPS Agreement and Public Health, influenced, 2005 TRIPS amendment on public health (Article 31bis)]
  • A. Doha Declaration on the TRIPS Agreement and Public Health
    The Doha Declaration on the TRIPS Agreement and Public Health is a 2001 WTO ministerial statement affirming that intellectual property rules should not prevent members from protecting public health and ensuring access to affordable medicines.
  • B. World Health Organization Model List of Essential Medicines
    The World Health Organization Model List of Essential Medicines is a periodically updated catalog of the most effective, safe, and cost-efficient medicines deemed essential for meeting the priority health needs of populations worldwide.
  • C. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • D. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • E. Drug Price Competition and Patent Term Restoration Act of 1984
    The Drug Price Competition and Patent Term Restoration Act of 1984, commonly known as the Hatch-Waxman Act, is a U.S. law that streamlined the approval of generic drugs while providing patent term extensions to brand-name drug manufacturers to balance innovation and competition.
  • 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: 2005 TRIPS amendment on public health (Article 31bis)
Triple: [Doha Declaration on the TRIPS Agreement and Public Health, influenced, 2005 TRIPS amendment on public health (Article 31bis)]
Generated description
The 2005 TRIPS amendment on public health (Article 31bis) is a World Trade Organization rule change that allows countries to export patented medicines made under compulsory licenses to nations lacking sufficient pharmaceutical manufacturing capacity, in order to improve access to essential drugs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2005 TRIPS amendment on public health (Article 31bis)
Target entity description: The 2005 TRIPS amendment on public health (Article 31bis) is a World Trade Organization rule change that allows countries to export patented medicines made under compulsory licenses to nations lacking sufficient pharmaceutical manufacturing capacity, in order to improve access to essential drugs.
  • A. Doha Declaration on the TRIPS Agreement and Public Health
    The Doha Declaration on the TRIPS Agreement and Public Health is a 2001 WTO ministerial statement affirming that intellectual property rules should not prevent members from protecting public health and ensuring access to affordable medicines.
  • B. World Health Organization Model List of Essential Medicines
    The World Health Organization Model List of Essential Medicines is a periodically updated catalog of the most effective, safe, and cost-efficient medicines deemed essential for meeting the priority health needs of populations worldwide.
  • C. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • D. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • E. Drug Price Competition and Patent Term Restoration Act of 1984
    The Drug Price Competition and Patent Term Restoration Act of 1984, commonly known as the Hatch-Waxman Act, is a U.S. law that streamlined the approval of generic drugs while providing patent term extensions to brand-name drug manufacturers to balance innovation and competition.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16d51dc8190869167d86e8f081f completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0502d081909662028e2b40c7f3 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70ba06a5c81909b65b52d21d37104 completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c755054819087d0db6f94d69eae completed March 27, 2026, 11:02 p.m.
Created at: March 27, 2026, 2:09 p.m.