Triple

T4267254
Position Surface form Disambiguated ID Type / Status
Subject United Nations crime suppression conventions E96854 entity
Predicate includesInstrument P1393 FINISHED
Object Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children
The Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children is a key international legal instrument supplementing the UN Convention against Transnational Organized Crime that sets global standards for criminalizing human trafficking, protecting victims, and promoting cooperation among states.
E425600 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 to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children | Statement: [United Nations crime suppression conventions, includesInstrument, Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children
Context triple: [United Nations crime suppression conventions, includesInstrument, Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children]
  • A. Convention on Action against Trafficking in Human Beings
    The Convention on Action against Trafficking in Human Beings is a Council of Europe treaty that comprehensively addresses human trafficking through prevention, victim protection, and prosecution of traffickers.
  • B. Office to Monitor and Combat Trafficking in Persons
    The Office to Monitor and Combat Trafficking in Persons is a U.S. State Department office responsible for leading federal efforts to prevent human trafficking, protect victims, and promote international anti-trafficking policies and standards.
  • C. Trafficking in Persons Report
    The Trafficking in Persons Report is an annual U.S. government assessment that evaluates and ranks countries’ efforts to combat human trafficking and modern slavery worldwide.
  • D. Global Report on Trafficking in Persons
    The Global Report on Trafficking in Persons is a periodic United Nations study that analyzes patterns, trends, and responses to human trafficking worldwide.
  • E. Inter-American Convention on the Prevention, Punishment and Eradication of Violence against Women
    The Inter-American Convention on the Prevention, Punishment and Eradication of Violence against Women (Convention of Belém do Pará) is a landmark regional human rights treaty that obligates states in the Americas to prevent, sanction, and eliminate all forms of violence against women in both public and private spheres.
  • 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 to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children
Triple: [United Nations crime suppression conventions, includesInstrument, Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children]
Generated description
The Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children is a key international legal instrument supplementing the UN Convention against Transnational Organized Crime that sets global standards for criminalizing human trafficking, protecting victims, and promoting cooperation among states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children
Target entity description: The Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children is a key international legal instrument supplementing the UN Convention against Transnational Organized Crime that sets global standards for criminalizing human trafficking, protecting victims, and promoting cooperation among states.
  • A. Convention on Action against Trafficking in Human Beings
    The Convention on Action against Trafficking in Human Beings is a Council of Europe treaty that comprehensively addresses human trafficking through prevention, victim protection, and prosecution of traffickers.
  • B. Office to Monitor and Combat Trafficking in Persons
    The Office to Monitor and Combat Trafficking in Persons is a U.S. State Department office responsible for leading federal efforts to prevent human trafficking, protect victims, and promote international anti-trafficking policies and standards.
  • C. Trafficking in Persons Report
    The Trafficking in Persons Report is an annual U.S. government assessment that evaluates and ranks countries’ efforts to combat human trafficking and modern slavery worldwide.
  • D. Global Report on Trafficking in Persons
    The Global Report on Trafficking in Persons is a periodic United Nations study that analyzes patterns, trends, and responses to human trafficking worldwide.
  • E. Inter-American Convention on the Prevention, Punishment and Eradication of Violence against Women
    The Inter-American Convention on the Prevention, Punishment and Eradication of Violence against Women (Convention of Belém do Pará) is a landmark regional human rights treaty that obligates states in the Americas to prevent, sanction, and eliminate all forms of violence against women in both public and private spheres.
  • 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.