Triple

T2725253
Position Surface form Disambiguated ID Type / Status
Subject PROTECT Act E60175 entity
Predicate fullName P16 FINISHED
Object Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003
The Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003 (PROTECT Act) is a U.S. federal law aimed at strengthening law enforcement tools and penalties to combat child exploitation, abduction, and pornography.
E292461 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: Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003 | Statement: [PROTECT Act, fullName, Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003
Context triple: [PROTECT Act, fullName, Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003]
  • A. Child Exploitation and Obscenity Section
    The Child Exploitation and Obscenity Section is a specialized unit of the U.S. Department of Justice that investigates and prosecutes federal crimes involving child sexual exploitation, obscenity, and related offenses.
  • B. 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.
  • 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 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.
  • E. Office to Monitor and Combat Trafficking in Persons
    The Office to Monitor and Combat Trafficking in Persons is a U.S. State Department office responsible for leading federal efforts to prevent human trafficking, protect victims, and promote international anti-trafficking policies and standards.
  • 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: Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003
Triple: [PROTECT Act, fullName, Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003]
Generated description
The Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003 (PROTECT Act) is a U.S. federal law aimed at strengthening law enforcement tools and penalties to combat child exploitation, abduction, and pornography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003
Target entity description: The Prosecutorial Remedies and Other Tools to end the Exploitation of Children Today Act of 2003 (PROTECT Act) is a U.S. federal law aimed at strengthening law enforcement tools and penalties to combat child exploitation, abduction, and pornography.
  • A. Child Exploitation and Obscenity Section
    The Child Exploitation and Obscenity Section is a specialized unit of the U.S. Department of Justice that investigates and prosecutes federal crimes involving child sexual exploitation, obscenity, and related offenses.
  • B. 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.
  • 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 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.
  • E. Office to Monitor and Combat Trafficking in Persons
    The Office to Monitor and Combat Trafficking in Persons is a U.S. State Department office responsible for leading federal efforts to prevent human trafficking, protect victims, and promote international anti-trafficking policies and standards.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacd7e24819084a620063e3f7aa4 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6982974819089d0ef4a59cc4085 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:55 p.m.