Triple

T1446226
Position Surface form Disambiguated ID Type / Status
Subject Trafficking Victims Protection Act E31183 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 106-386
Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
 E175444 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: Public Law 106-386 | Statement: [Trafficking Victims Protection Act, publicLawNumber, Public Law 106-386]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Law 106-386
Context triple: [Trafficking Victims Protection Act, publicLawNumber, Public Law 106-386]
  • A. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • B. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • C. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • D. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • E. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • 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: Public Law 106-386
Triple: [Trafficking Victims Protection Act, publicLawNumber, Public Law 106-386]
Generated description
Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Public Law 106-386
Target entity description: Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
  • A. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • B. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • C. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • D. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • E. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • 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_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_69ad30877a348190a99dbeaf45cd0335 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad312e77ac8190b931a42317f2cefa completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3184853c8190953b288693ce6ea4 completed March 8, 2026, 8:21 a.m.
Created at: March 1, 2026, 8 p.m.