Triple

T4267256
Position Surface form Disambiguated ID Type / Status
Subject United Nations crime suppression conventions E96854 entity
Predicate includesInstrument P1393 FINISHED
Object Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition
The Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition is an international legal instrument that supplements the UN Convention against Transnational Organized Crime by establishing measures to prevent, combat, and trace illegal firearms and related materials.
E425602 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: Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition | Statement: [United Nations crime suppression conventions, includesInstrument, Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition
Context triple: [United Nations crime suppression conventions, includesInstrument, Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition]
  • A. International Traffic in Arms Regulations
    The International Traffic in Arms Regulations (ITAR) are a set of U.S. government rules that control the export and import of defense-related articles, services, and technical data to safeguard national security and foreign policy interests.
  • B. United Nations Convention against Illicit Traffic in Narcotic Drugs and Psychotropic Substances
    The United Nations Convention against Illicit Traffic in Narcotic Drugs and Psychotropic Substances is a 1988 international treaty that strengthens global cooperation to combat drug trafficking, money laundering, and related organized crime.
  • C. Ottawa Treaty
    The Ottawa Treaty, formally known as the Mine Ban Treaty, is an international agreement that prohibits the use, stockpiling, production, and transfer of anti-personnel landmines and mandates their destruction.
  • D. Arms Export Control Act (firearms provisions)
    The Arms Export Control Act (firearms provisions) is a U.S. federal legal framework that regulates the international trade, export, and transfer of firearms and related defense articles to protect national security and support foreign policy objectives.
  • E. United Nations Convention against Transnational Organized Crime
    The United Nations Convention against Transnational Organized Crime is a major international treaty that provides a comprehensive legal framework for countries to cooperate in preventing and combating organized criminal activities that cross national borders.
  • 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: Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition
Triple: [United Nations crime suppression conventions, includesInstrument, Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition]
Generated description
The Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition is an international legal instrument that supplements the UN Convention against Transnational Organized Crime by establishing measures to prevent, combat, and trace illegal firearms and related materials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition
Target entity description: The Protocol against the Illicit Manufacturing of and Trafficking in Firearms, Their Parts and Components and Ammunition is an international legal instrument that supplements the UN Convention against Transnational Organized Crime by establishing measures to prevent, combat, and trace illegal firearms and related materials.
  • A. International Traffic in Arms Regulations
    The International Traffic in Arms Regulations (ITAR) are a set of U.S. government rules that control the export and import of defense-related articles, services, and technical data to safeguard national security and foreign policy interests.
  • B. United Nations Convention against Illicit Traffic in Narcotic Drugs and Psychotropic Substances
    The United Nations Convention against Illicit Traffic in Narcotic Drugs and Psychotropic Substances is a 1988 international treaty that strengthens global cooperation to combat drug trafficking, money laundering, and related organized crime.
  • C. Ottawa Treaty
    The Ottawa Treaty, formally known as the Mine Ban Treaty, is an international agreement that prohibits the use, stockpiling, production, and transfer of anti-personnel landmines and mandates their destruction.
  • D. Arms Export Control Act (firearms provisions)
    The Arms Export Control Act (firearms provisions) is a U.S. federal legal framework that regulates the international trade, export, and transfer of firearms and related defense articles to protect national security and support foreign policy objectives.
  • E. United Nations Convention against Transnational Organized Crime
    The United Nations Convention against Transnational Organized Crime is a major international treaty that provides a comprehensive legal framework for countries to cooperate in preventing and combating organized criminal activities that cross national borders.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fce710481909d90ed4a3d150fde completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b79992a08190b614a89aa36cf674 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b820ba7481909fbe7685a353ef51 completed March 14, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5b881c80081909af084ff4b43b01e completed March 14, 2026, 7:35 p.m.
Created at: March 12, 2026, 11:07 p.m.