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.