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.