Triple

T4958763
Position Surface form Disambiguated ID Type / Status
Subject Bhuwan Ribhu E111350 entity
Predicate movement P81 FINISHED
Object anti-human trafficking movement
The anti-human trafficking movement is a global network of activists, organizations, and initiatives dedicated to preventing human trafficking, protecting survivors, and prosecuting traffickers through legal, social, and policy reforms.
E482430 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: anti-human trafficking movement | Statement: [Bhuwan Ribhu, movement, anti-human trafficking movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: anti-human trafficking movement
Context triple: [Bhuwan Ribhu, movement, anti-human trafficking movement]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Let My People Go movement
    The Let My People Go movement was a global campaign, especially active among Jews in the West, advocating for the right of Soviet Jews to emigrate and practice their religion freely during the Cold War.
  • E. Global March Against Child Labour
    Global March Against Child Labour is an international network and campaign movement dedicated to eliminating child labor and promoting children’s rights to education and protection worldwide.
  • 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: anti-human trafficking movement
Triple: [Bhuwan Ribhu, movement, anti-human trafficking movement]
Generated description
The anti-human trafficking movement is a global network of activists, organizations, and initiatives dedicated to preventing human trafficking, protecting survivors, and prosecuting traffickers through legal, social, and policy reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: anti-human trafficking movement
Target entity description: The anti-human trafficking movement is a global network of activists, organizations, and initiatives dedicated to preventing human trafficking, protecting survivors, and prosecuting traffickers through legal, social, and policy reforms.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Let My People Go movement
    The Let My People Go movement was a global campaign, especially active among Jews in the West, advocating for the right of Soviet Jews to emigrate and practice their religion freely during the Cold War.
  • E. Global March Against Child Labour
    Global March Against Child Labour is an international network and campaign movement dedicated to eliminating child labor and promoting children’s rights to education and protection worldwide.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d957cc8190b82fdd1ca61924bf completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81e4ccc4819090223633fdb04eee completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be83c923e08190848def2824a268b8 completed March 21, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69be84d36c74819097a88f29ef409d20 completed March 21, 2026, 11:45 a.m.
Created at: March 20, 2026, 1:32 p.m.