Triple

T12985277
Position Surface form Disambiguated ID Type / Status
Subject BWC Review Conferences E321750 entity
Predicate basedOn P98 FINISHED
Object Article XII of the Biological Weapons Convention
Article XII of the Biological Weapons Convention is the treaty provision that mandates periodic review conferences to assess the operation and effectiveness of the Convention and to consider any relevant scientific, technological, or political developments.
E1028480 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: Article XII of the Biological Weapons Convention | Statement: [BWC Review Conferences, basedOn, Article XII of the Biological Weapons Convention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article XII of the Biological Weapons Convention
Context triple: [BWC Review Conferences, basedOn, Article XII of the Biological Weapons Convention]
  • A. Article VII of the Biological Weapons Convention
    Article VII of the Biological Weapons Convention is the provision that obliges States Parties to provide assistance to any party exposed to danger as a result of a violation of the Convention’s prohibitions on biological weapons.
  • B. Article 6 of the Biological Weapons Convention
    Article 6 of the Biological Weapons Convention is the provision that allows any State Party to lodge a formal complaint with the UN Security Council if it believes another party is violating the treaty’s prohibitions on biological weapons.
  • C. Article 15 of the Biological Weapons Convention
    Article 15 of the Biological Weapons Convention is a provision within the treaty that addresses its formal aspects, such as procedures related to amendments, accession, or other legal and institutional arrangements governing the Convention.
  • D. Article III (Biological Weapons Convention)
    Article III of the Biological Weapons Convention sets out the obligations of States Parties not to transfer biological weapons or assist others in acquiring them, thereby reinforcing the treaty’s prohibition regime.
  • E. Article IV (Biological Weapons Convention)
    Article IV of the Biological Weapons Convention sets out states’ obligations to implement the treaty domestically, including adopting national measures to prohibit and prevent the development, production, and stockpiling of biological weapons.
  • 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: Article XII of the Biological Weapons Convention
Triple: [BWC Review Conferences, basedOn, Article XII of the Biological Weapons Convention]
Generated description
Article XII of the Biological Weapons Convention is the treaty provision that mandates periodic review conferences to assess the operation and effectiveness of the Convention and to consider any relevant scientific, technological, or political developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article XII of the Biological Weapons Convention
Target entity description: Article XII of the Biological Weapons Convention is the treaty provision that mandates periodic review conferences to assess the operation and effectiveness of the Convention and to consider any relevant scientific, technological, or political developments.
  • A. Article VII of the Biological Weapons Convention
    Article VII of the Biological Weapons Convention is the provision that obliges States Parties to provide assistance to any party exposed to danger as a result of a violation of the Convention’s prohibitions on biological weapons.
  • B. Article 6 of the Biological Weapons Convention
    Article 6 of the Biological Weapons Convention is the provision that allows any State Party to lodge a formal complaint with the UN Security Council if it believes another party is violating the treaty’s prohibitions on biological weapons.
  • C. Article 15 of the Biological Weapons Convention
    Article 15 of the Biological Weapons Convention is a provision within the treaty that addresses its formal aspects, such as procedures related to amendments, accession, or other legal and institutional arrangements governing the Convention.
  • D. Article III (Biological Weapons Convention)
    Article III of the Biological Weapons Convention sets out the obligations of States Parties not to transfer biological weapons or assist others in acquiring them, thereby reinforcing the treaty’s prohibition regime.
  • E. Article IV (Biological Weapons Convention)
    Article IV of the Biological Weapons Convention sets out states’ obligations to implement the treaty domestically, including adopting national measures to prohibit and prevent the development, production, and stockpiling of biological weapons.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5e3f208190abd2d4b4d5114834 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff00a2f48190b88babba80521818 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f703be3d8c8190aa004eb15dfdc98e completed May 3, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69f70441c874819097e91125667a41f5 completed May 3, 2026, 8:16 a.m.
Created at: April 9, 2026, 8:40 p.m.