Triple

T241395
Position Surface form Disambiguated ID Type / Status
Subject Civil Rights Division E4938 entity
Predicate legalAuthority P125 FINISHED
Object 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.
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: Trafficking Victims Protection Act | Statement: [Civil Rights Division, legalAuthority, Trafficking Victims Protection Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trafficking Victims Protection Act
Context triple: [Civil Rights Division, legalAuthority, Trafficking Victims Protection Act]
  • A. USA PATRIOT Improvement and Reauthorization Act of 2005
    The USA PATRIOT Improvement and Reauthorization Act of 2005 is a U.S. federal law that renewed and modified key surveillance and counterterrorism provisions of the original USA PATRIOT Act, adding some new civil liberties safeguards and oversight measures.
  • B. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • C. Religious Freedom Restoration Act
    The Religious Freedom Restoration Act is a 1993 U.S. federal law that aims to protect individuals’ religious practices from substantial government burdens unless justified by a compelling governmental interest pursued through the least restrictive means.
  • D. USA PATRIOT Act
    The USA PATRIOT Act is a U.S. federal law enacted after the September 11, 2001 attacks that expanded government surveillance, intelligence-gathering, and anti-money-laundering powers in the name of counterterrorism and national security.
  • E. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • 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 Victims Protection Act
Triple: [Civil Rights Division, legalAuthority, Trafficking Victims Protection Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trafficking Victims Protection Act
Target entity description: 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.
  • A. USA PATRIOT Improvement and Reauthorization Act of 2005
    The USA PATRIOT Improvement and Reauthorization Act of 2005 is a U.S. federal law that renewed and modified key surveillance and counterterrorism provisions of the original USA PATRIOT Act, adding some new civil liberties safeguards and oversight measures.
  • B. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • C. Religious Freedom Restoration Act
    The Religious Freedom Restoration Act is a 1993 U.S. federal law that aims to protect individuals’ religious practices from substantial government burdens unless justified by a compelling governmental interest pursued through the least restrictive means.
  • D. USA PATRIOT Act
    The USA PATRIOT Act is a U.S. federal law enacted after the September 11, 2001 attacks that expanded government surveillance, intelligence-gathering, and anti-money-laundering powers in the name of counterterrorism and national security.
  • E. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cece92481908b8125badc7c2b1e completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36960563881908ef098239cd87291 completed Feb. 28, 2026, 10:17 p.m.
NEDg Description generation batch_69a369d3b3448190bcf799ec9f4f8f76 completed Feb. 28, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69a36a3215508190be525ec8625e9a9f completed Feb. 28, 2026, 10:20 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.