Triple

T12445458
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 E297385 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 109-8
Public Law 109-8 is a 2005 U.S. federal statute that significantly overhauled bankruptcy law, tightening eligibility for Chapter 7 relief and expanding consumer credit protections.
E993473 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 109-8 | Statement: [Bankruptcy Abuse Prevention and Consumer Protection Act of 2005, publicLawNumber, Public Law 109-8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 109-8
Context triple: [Bankruptcy Abuse Prevention and Consumer Protection Act of 2005, publicLawNumber, Public Law 109-8]
  • A. Public Law 109-59
    Public Law 109-59 is a major 2005 U.S. federal transportation statute that authorized funding and set policy for highways, transit, and safety programs under the SAFETEA-LU act.
  • B. Public Law 109-280
    Public Law 109-280 is the formal designation of the Pension Protection Act of 2006, a major U.S. federal law that reformed pension funding rules and charitable giving provisions.
  • C. Public Law 108-189
    Public Law 108-189 is the 2003 U.S. federal statute that modernized and expanded legal and financial protections for active-duty military personnel under the Servicemembers Civil Relief Act.
  • D. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • E. Public Law 109-148
    Public Law 109-148 is a U.S. federal statute enacted in 2005 that, among other provisions, established standards for the treatment of detainees in U.S. custody and addressed various defense and national security appropriations.
  • 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 109-8
Triple: [Bankruptcy Abuse Prevention and Consumer Protection Act of 2005, publicLawNumber, Public Law 109-8]
Generated description
Public Law 109-8 is a 2005 U.S. federal statute that significantly overhauled bankruptcy law, tightening eligibility for Chapter 7 relief and expanding consumer credit protections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 109-8
Target entity description: Public Law 109-8 is a 2005 U.S. federal statute that significantly overhauled bankruptcy law, tightening eligibility for Chapter 7 relief and expanding consumer credit protections.
  • A. Public Law 109-59
    Public Law 109-59 is a major 2005 U.S. federal transportation statute that authorized funding and set policy for highways, transit, and safety programs under the SAFETEA-LU act.
  • B. Public Law 109-280
    Public Law 109-280 is the formal designation of the Pension Protection Act of 2006, a major U.S. federal law that reformed pension funding rules and charitable giving provisions.
  • C. Public Law 108-189
    Public Law 108-189 is the 2003 U.S. federal statute that modernized and expanded legal and financial protections for active-duty military personnel under the Servicemembers Civil Relief Act.
  • D. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • E. Public Law 109-148
    Public Law 109-148 is a U.S. federal statute enacted in 2005 that, among other provisions, established standards for the treatment of detainees in U.S. custody and addressed various defense and national security appropriations.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ea710d481908371209cb92502a6 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f65fadc97081908376913e390cfc3d completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f660c3d914819097b57784889ca389 completed May 2, 2026, 8:38 p.m.
Created at: April 8, 2026, 9:55 p.m.