Triple
T2774283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 109th United States Congress |
E61530
|
entity |
| Predicate | passedAct |
P6890
|
FINISHED |
| Object |
Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
|
E297385
|
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: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 | Statement: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 Context triple: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
-
A.
Bankruptcy Reform Act of 1978
The Bankruptcy Reform Act of 1978 is a landmark U.S. federal law that overhauled the nation’s bankruptcy system, creating the modern bankruptcy code and structure of bankruptcy courts.
-
B.
Bankruptcy Amendments and Federal Judgeship Act of 1984
The Bankruptcy Amendments and Federal Judgeship Act of 1984 is a U.S. federal law that overhauled the bankruptcy system and restructured the jurisdiction and authority of federal bankruptcy courts and judges.
-
C.
Debt Collection Improvement Act of 1996
The Debt Collection Improvement Act of 1996 is a U.S. federal law that strengthened the government’s ability to collect delinquent non-tax debts by standardizing collection practices, expanding administrative offset, and promoting the use of centralized debt management systems.
-
D.
Federal Rules of Bankruptcy Procedure
The Federal Rules of Bankruptcy Procedure are a set of procedural rules that govern how bankruptcy cases are conducted and administered in the United States federal court system.
-
E.
United States bankruptcy law
United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
- 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: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 Triple: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
Generated description
The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 Target entity description: The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
-
A.
Bankruptcy Reform Act of 1978
The Bankruptcy Reform Act of 1978 is a landmark U.S. federal law that overhauled the nation’s bankruptcy system, creating the modern bankruptcy code and structure of bankruptcy courts.
-
B.
Bankruptcy Amendments and Federal Judgeship Act of 1984
The Bankruptcy Amendments and Federal Judgeship Act of 1984 is a U.S. federal law that overhauled the bankruptcy system and restructured the jurisdiction and authority of federal bankruptcy courts and judges.
-
C.
Debt Collection Improvement Act of 1996
The Debt Collection Improvement Act of 1996 is a U.S. federal law that strengthened the government’s ability to collect delinquent non-tax debts by standardizing collection practices, expanding administrative offset, and promoting the use of centralized debt management systems.
-
D.
Federal Rules of Bankruptcy Procedure
The Federal Rules of Bankruptcy Procedure are a set of procedural rules that govern how bankruptcy cases are conducted and administered in the United States federal court system.
-
E.
United States bankruptcy law
United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd7f9570819087f1b1cb59d68586 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc058c8a48190bbd151251678b4ee |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc15513f48190a22f83571be2e0bd |
completed | March 10, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1c9440c8190abf9dc063109af45 |
completed | March 10, 2026, 7:01 a.m. |
Created at: March 6, 2026, 9:57 p.m.