Triple

T2083001
Position Surface form Disambiguated ID Type / Status
Subject Louise Slaughter E45284 entity
Predicate workedOn P3 FINISHED
Object Violence Against Women Act
The Violence Against Women Act is a landmark U.S. federal law that provides comprehensive measures to prevent and respond to domestic violence, sexual assault, and other forms of gender-based violence, including funding for victim services and legal protections.
E166606 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 | Statement: [Louise Slaughter, workedOn, Violence Against Women Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Violence Against Women Act
Context triple: [Louise Slaughter, workedOn, Violence Against Women 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. Freedom of Access to Clinic Entrances Act
    The Freedom of Access to Clinic Entrances Act is a U.S. federal law that protects access to reproductive health services by prohibiting the use or threat of force, obstruction, or property damage against clinics, providers, and patients.
  • C. 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.
  • D. Violent Crime Control and Law Enforcement Act of 1994
    The Violent Crime Control and Law Enforcement Act of 1994 is a major U.S. federal crime bill that expanded law enforcement powers, increased penalties, funded prisons and police, and introduced measures such as the federal assault weapons ban and the Violence Against Women Act.
  • E. Family Violence Prevention and Services Program
    The Family Violence Prevention and Services Program is a U.S. federal initiative that funds and supports shelters, services, and prevention efforts for survivors of domestic and family violence.
  • 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
Triple: [Louise Slaughter, workedOn, Violence Against Women Act]
Generated description
The Violence Against Women Act is a landmark U.S. federal law that provides comprehensive measures to prevent and respond to domestic violence, sexual assault, and other forms of gender-based violence, including funding for victim services and legal protections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Violence Against Women Act
Target entity description: The Violence Against Women Act is a landmark U.S. federal law that provides comprehensive measures to prevent and respond to domestic violence, sexual assault, and other forms of gender-based violence, including funding for victim services and legal protections.
  • 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. Freedom of Access to Clinic Entrances Act
    The Freedom of Access to Clinic Entrances Act is a U.S. federal law that protects access to reproductive health services by prohibiting the use or threat of force, obstruction, or property damage against clinics, providers, and patients.
  • C. 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.
  • D. Violent Crime Control and Law Enforcement Act of 1994 chosen
    The Violent Crime Control and Law Enforcement Act of 1994 is a major U.S. federal crime bill that expanded law enforcement powers, increased penalties, funded prisons and police, and introduced measures such as the federal assault weapons ban and the Violence Against Women Act.
  • E. Family Violence Prevention and Services Program
    The Family Violence Prevention and Services Program is a U.S. federal initiative that funds and supports shelters, services, and prevention efforts for survivors of domestic and family violence.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.