Triple

T13961129
Position Surface form Disambiguated ID Type / Status
Subject Fraud Enforcement and Recovery Act of 2009 E335793 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 111-21
Public Law 111-21 is a 2009 U.S. federal statute that strengthened the government’s ability to investigate and prosecute financial fraud, particularly in connection with the financial crisis and federal assistance programs.
E1078896 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 111-21 | Statement: [Fraud Enforcement and Recovery Act of 2009, publicLawNumber, Public Law 111-21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 111-21
Context triple: [Fraud Enforcement and Recovery Act of 2009, publicLawNumber, Public Law 111-21]
  • A. Public Law 111-31
    Public Law 111-31 is a 2009 U.S. federal statute that granted the Food and Drug Administration authority to regulate the manufacture, marketing, and sale of tobacco products.
  • B. Public Law 111-5
    Public Law 111-5 is the American Recovery and Reinvestment Act of 2009, a major U.S. economic stimulus package enacted in response to the Great Recession.
  • C. Public Law 111-24
    Public Law 111-24 is the formal designation of the Credit CARD Act of 2009, a U.S. federal law that reformed credit card industry practices to enhance consumer protections.
  • D. Public Law 111-13
    Public Law 111-13 is a 2009 United States federal law that expanded national and community service programs, including AmeriCorps, to increase volunteer opportunities and civic engagement.
  • E. Public Law 111-152
    Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
  • 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 111-21
Triple: [Fraud Enforcement and Recovery Act of 2009, publicLawNumber, Public Law 111-21]
Generated description
Public Law 111-21 is a 2009 U.S. federal statute that strengthened the government’s ability to investigate and prosecute financial fraud, particularly in connection with the financial crisis and federal assistance programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 111-21
Target entity description: Public Law 111-21 is a 2009 U.S. federal statute that strengthened the government’s ability to investigate and prosecute financial fraud, particularly in connection with the financial crisis and federal assistance programs.
  • A. Public Law 111-31
    Public Law 111-31 is a 2009 U.S. federal statute that granted the Food and Drug Administration authority to regulate the manufacture, marketing, and sale of tobacco products.
  • B. Public Law 111-5
    Public Law 111-5 is the American Recovery and Reinvestment Act of 2009, a major U.S. economic stimulus package enacted in response to the Great Recession.
  • C. Public Law 111-24
    Public Law 111-24 is the formal designation of the Credit CARD Act of 2009, a U.S. federal law that reformed credit card industry practices to enhance consumer protections.
  • D. Public Law 111-13
    Public Law 111-13 is a 2009 United States federal law that expanded national and community service programs, including AmeriCorps, to increase volunteer opportunities and civic engagement.
  • E. Public Law 111-152
    Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7b2f908190aa32f22298964746 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb64df57c8190bc402c5ec268eaac completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc7ff58d88190bf568e5200e114b5 completed May 7, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69fcc9be3f448190b2edd96c4159f923 completed May 7, 2026, 5:19 p.m.
Created at: April 9, 2026, 10:18 p.m.