Triple
T7112065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TVPA |
E165728
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Trafficking in Victims Protection Reauthorization Acts
The Trafficking Victims Protection Reauthorization Acts are a series of U.S. federal laws that renew and expand the original Trafficking Victims Protection Act, strengthening measures to prevent human trafficking, protect victims, and prosecute traffickers.
|
E643469
|
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: Trafficking in Victims Protection Reauthorization Acts | Statement: [TVPA, relatedTo, Trafficking in Victims Protection Reauthorization Acts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trafficking in Victims Protection Reauthorization Acts Context triple: [TVPA, relatedTo, Trafficking in Victims Protection Reauthorization Acts]
-
A.
Trafficking Victims Protection Reauthorization Act of 2013
The Trafficking Victims Protection Reauthorization Act of 2013 is a U.S. federal law that renewed and strengthened anti-human trafficking measures, including victim protections, prevention efforts, and prosecution tools.
-
B.
Trafficking Victims Protection Act
The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
-
C.
Trafficking Victims Protection Reauthorization Act of 2005
The Trafficking Victims Protection Reauthorization Act of 2005 is a U.S. federal law that expanded and strengthened measures to prevent human trafficking, protect victims, and prosecute traffickers beyond the original Trafficking Victims Protection Act.
-
D.
Trafficking Victims Protection Reauthorization Act of 2017
The Trafficking Victims Protection Reauthorization Act of 2017 is a U.S. federal law that updates and strengthens existing anti-human trafficking measures, including prevention, victim protection, and prosecution efforts.
-
E.
Violence Against Women Reauthorization Act of 2013
The Violence Against Women Reauthorization Act of 2013 is a U.S. federal law that renewed and expanded protections and services for victims of domestic violence, dating violence, sexual assault, and stalking, including enhanced safeguards for Native American, LGBTQ+, and immigrant survivors.
- 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: Trafficking in Victims Protection Reauthorization Acts Triple: [TVPA, relatedTo, Trafficking in Victims Protection Reauthorization Acts]
Generated description
The Trafficking Victims Protection Reauthorization Acts are a series of U.S. federal laws that renew and expand the original Trafficking Victims Protection Act, strengthening measures to prevent human trafficking, protect victims, and prosecute traffickers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trafficking in Victims Protection Reauthorization Acts Target entity description: The Trafficking Victims Protection Reauthorization Acts are a series of U.S. federal laws that renew and expand the original Trafficking Victims Protection Act, strengthening measures to prevent human trafficking, protect victims, and prosecute traffickers.
-
A.
Trafficking Victims Protection Reauthorization Act of 2013
The Trafficking Victims Protection Reauthorization Act of 2013 is a U.S. federal law that renewed and strengthened anti-human trafficking measures, including victim protections, prevention efforts, and prosecution tools.
-
B.
Trafficking Victims Protection Act
The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
-
C.
Trafficking Victims Protection Reauthorization Act of 2005
The Trafficking Victims Protection Reauthorization Act of 2005 is a U.S. federal law that expanded and strengthened measures to prevent human trafficking, protect victims, and prosecute traffickers beyond the original Trafficking Victims Protection Act.
-
D.
Trafficking Victims Protection Reauthorization Act of 2017
The Trafficking Victims Protection Reauthorization Act of 2017 is a U.S. federal law that updates and strengthens existing anti-human trafficking measures, including prevention, victim protection, and prosecution efforts.
-
E.
Violence Against Women Reauthorization Act of 2013
The Violence Against Women Reauthorization Act of 2013 is a U.S. federal law that renewed and expanded protections and services for victims of domestic violence, dating violence, sexual assault, and stalking, including enhanced safeguards for Native American, LGBTQ+, and immigrant survivors.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a325a07c81909bd9a8f5d4461fb9 |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a43541408190a4985274d6227dbc |
completed | March 28, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a4de73bc819084367b1336b8d862 |
completed | March 28, 2026, 9:52 a.m. |
Created at: March 27, 2026, 2:43 p.m.