Triple

T1446262
Position Surface form Disambiguated ID Type / Status
Subject Trafficking Victims Protection Act E31183 entity
Predicate hasAmendment P5571 FINISHED
Object 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.
E170683 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 Reauthorization Act of 2005 | Statement: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trafficking Victims Protection Reauthorization Act of 2005
Context triple: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2005]
  • A. 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.
  • B. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • C. Enhanced Border Security and Visa Entry Reform Act of 2002
    The Enhanced Border Security and Visa Entry Reform Act of 2002 is a U.S. law enacted after the September 11 attacks to strengthen border controls, improve visa issuance procedures, and enhance tracking of foreign nationals entering the United States.
  • D. 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.
  • E. 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.
  • 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 Reauthorization Act of 2005
Triple: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2005]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trafficking Victims Protection Reauthorization Act of 2005
Target entity description: 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.
  • A. 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.
  • B. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • C. Enhanced Border Security and Visa Entry Reform Act of 2002
    The Enhanced Border Security and Visa Entry Reform Act of 2002 is a U.S. law enacted after the September 11 attacks to strengthen border controls, improve visa issuance procedures, and enhance tracking of foreign nationals entering the United States.
  • D. 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.
  • E. 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.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c558e0e081909802753872374d7b completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c9b7cac81909700821cb7f39a33 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d085ef481909581706cb7cb952d completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e57210c8190906ebdb8303e3894 completed March 8, 2026, 6:59 a.m.
Created at: March 1, 2026, 8 p.m.