Triple

T7738543
Position Surface form Disambiguated ID Type / Status
Subject Public Law 106-386 E175444 entity
Predicate containsTitle P3254 FINISHED
Object Violence Against Women Act of 2000 reauthorization provisions
The Violence Against Women Act of 2000 reauthorization provisions are legislative measures that renewed and expanded federal programs to prevent and respond to domestic violence, sexual assault, and stalking, strengthening protections and services for affected women.
E685340 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: Violence Against Women Act of 2000 reauthorization provisions | Statement: [Public Law 106-386, containsTitle, Violence Against Women Act of 2000 reauthorization provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Violence Against Women Act of 2000 reauthorization provisions
Context triple: [Public Law 106-386, containsTitle, Violence Against Women Act of 2000 reauthorization provisions]
  • A. Violence Against Women Reauthorization Act of 2013
    The Violence Against Women Reauthorization Act of 2013 is a U.S. federal law that renewed and expanded protections and services for victims of domestic violence, dating violence, sexual assault, and stalking, including enhanced safeguards for Native American, LGBTQ+, and immigrant survivors.
  • B. Battered Immigrant Women’s Protection Act of 2000
    The Battered Immigrant Women’s Protection Act of 2000 is a U.S. federal law that strengthened protections and immigration relief for noncitizen victims of domestic violence and other serious crimes.
  • C. 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.
  • D. Trafficking Victims Protection Reauthorization Act of 2017
    The Trafficking Victims Protection Reauthorization Act of 2017 is a U.S. federal law that updates and strengthens existing anti-human trafficking measures, including prevention, victim protection, and prosecution efforts.
  • E. 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.
  • 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: Violence Against Women Act of 2000 reauthorization provisions
Triple: [Public Law 106-386, containsTitle, Violence Against Women Act of 2000 reauthorization provisions]
Generated description
The Violence Against Women Act of 2000 reauthorization provisions are legislative measures that renewed and expanded federal programs to prevent and respond to domestic violence, sexual assault, and stalking, strengthening protections and services for affected women.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Violence Against Women Act of 2000 reauthorization provisions
Target entity description: The Violence Against Women Act of 2000 reauthorization provisions are legislative measures that renewed and expanded federal programs to prevent and respond to domestic violence, sexual assault, and stalking, strengthening protections and services for affected women.
  • A. Violence Against Women Reauthorization Act of 2013
    The Violence Against Women Reauthorization Act of 2013 is a U.S. federal law that renewed and expanded protections and services for victims of domestic violence, dating violence, sexual assault, and stalking, including enhanced safeguards for Native American, LGBTQ+, and immigrant survivors.
  • B. Battered Immigrant Women’s Protection Act of 2000
    The Battered Immigrant Women’s Protection Act of 2000 is a U.S. federal law that strengthened protections and immigration relief for noncitizen victims of domestic violence and other serious crimes.
  • C. 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.
  • D. Trafficking Victims Protection Reauthorization Act of 2017
    The Trafficking Victims Protection Reauthorization Act of 2017 is a U.S. federal law that updates and strengthens existing anti-human trafficking measures, including prevention, victim protection, and prosecution efforts.
  • E. 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.
  • 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_69c6995f9c60819092e386192bd63c6f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7035bcd94819080d5553e602e6c61 completed March 27, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be3db6a481909750c13f9141b84b completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8becfaf80819095b8415b4b9f66d0 completed March 29, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf3200f8819083f0a38cb03491a8 completed March 29, 2026, 5:57 a.m.
Created at: March 27, 2026, 4:07 p.m.