Triple

T1446261
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 2003
The Trafficking Victims Protection Reauthorization Act of 2003 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.
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 Reauthorization Act of 2003 | Statement: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trafficking Victims Protection Reauthorization Act of 2003
Context triple: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2003]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 2003
Triple: [Trafficking Victims Protection Act, hasAmendment, Trafficking Victims Protection Reauthorization Act of 2003]
Generated description
The Trafficking Victims Protection Reauthorization Act of 2003 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 2003
Target entity description: The Trafficking Victims Protection Reauthorization Act of 2003 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 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_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_69ad15a0adb0819096c560e8aa317016 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad167e85488190be549df90e892fed completed March 8, 2026, 6:26 a.m.
NED2 Entity disambiguation (via description) batch_69ad16c8df5c819089809f2eee6f27ee completed March 8, 2026, 6:27 a.m.
Created at: March 1, 2026, 8 p.m.