Triple
T7709525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trafficking Victims Protection Reauthorization Act of 2017 |
E174711
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Victims of Trafficking and Violence Protection Act of 2000
The Victims of Trafficking and Violence Protection Act of 2000 is a landmark U.S. federal law that established comprehensive measures to prevent human trafficking, protect victims, and prosecute traffickers.
|
E31183
|
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: Victims of Trafficking and Violence Protection Act of 2000 | Statement: [Trafficking Victims Protection Reauthorization Act of 2017, relatedTo, Victims of Trafficking and Violence Protection Act of 2000]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Victims of Trafficking and Violence Protection Act of 2000 Context triple: [Trafficking Victims Protection Reauthorization Act of 2017, relatedTo, Victims of Trafficking and Violence Protection Act of 2000]
-
A.
Trafficking Victims Protection Reauthorization Act of 2003
The Trafficking Victims Protection Reauthorization Act of 2003 is a U.S. federal law that renewed and strengthened earlier anti-human trafficking measures, expanding protections for victims and enhancing tools to prevent and prosecute trafficking crimes.
-
B.
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.
-
C.
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.
-
D.
Trafficking Victims Protection Reauthorization Act of 2008
The Trafficking Victims Protection Reauthorization Act of 2008 is a U.S. federal law that strengthened and expanded earlier anti-human trafficking measures, enhancing prevention, protection for victims, and prosecution of traffickers.
-
E.
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.
- 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: Victims of Trafficking and Violence Protection Act of 2000 Triple: [Trafficking Victims Protection Reauthorization Act of 2017, relatedTo, Victims of Trafficking and Violence Protection Act of 2000]
Generated description
The Victims of Trafficking and Violence Protection Act of 2000 is a landmark U.S. federal law that established comprehensive measures to prevent human trafficking, protect victims, and prosecute traffickers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Victims of Trafficking and Violence Protection Act of 2000 Target entity description: The Victims of Trafficking and Violence Protection Act of 2000 is a landmark U.S. federal law that established comprehensive measures to prevent human trafficking, protect victims, and prosecute traffickers.
-
A.
Trafficking Victims Protection Reauthorization Act of 2003
The Trafficking Victims Protection Reauthorization Act of 2003 is a U.S. federal law that renewed and strengthened earlier anti-human trafficking measures, expanding protections for victims and enhancing tools to prevent and prosecute trafficking crimes.
-
B.
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.
-
C.
Trafficking Victims Protection Act
chosen
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.
-
D.
Trafficking Victims Protection Reauthorization Act of 2008
The Trafficking Victims Protection Reauthorization Act of 2008 is a U.S. federal law that strengthened and expanded earlier anti-human trafficking measures, enhancing prevention, protection for victims, and prosecution of traffickers.
-
E.
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.
- F. None of above.
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_69c6995b3e8c8190833108f883d5f53c |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ac0060819084f9c0242a5ffa9a |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b505c7f88190ac058c1a27d758ca |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b5fbda848190b09172740371fd47 |
completed | March 29, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b675ddb0819085d79dbba560d08f |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:04 p.m.