Triple
T3391748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States bankruptcy law |
E71435
|
entity |
| Predicate | coreStatute |
P8819
|
FINISHED |
| Object |
Bankruptcy Code
The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
|
E71435
|
NE FINISHED |
How this triple was built (5 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 Code | Statement: [United States bankruptcy law, coreStatute, Bankruptcy Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bankruptcy Code Context triple: [United States bankruptcy law, coreStatute, Bankruptcy Code]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Bankruptcy Reporter
Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
- 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 Code Triple: [United States bankruptcy law, coreStatute, Bankruptcy Code]
Generated description
The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bankruptcy Code Target entity description: The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
-
A.
United States bankruptcy law
chosen
United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Bankruptcy Reporter
Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coreStatute Context triple: [United States bankruptcy law, coreStatute, Bankruptcy Code]
-
A.
statuteName
Indicates the specific legal statute or act by which something is formally designated, governed, or referenced.
-
B.
statuteInvolved
chosen
Indicates that a particular statute or legal provision is implicated, referenced, or applied in relation to a given case, event, or legal matter.
-
C.
statuteInterpreted
Indicates that a legal authority (such as a court or agency) has provided an interpretation or authoritative reading of a particular statute.
-
D.
establishedByStatute
Indicates that something has been formally created, defined, or authorized through a specific law or statute.
-
E.
statutesAtLargeCitation
Indicates that one entity cites or is referenced by a specific citation in the United States Statutes at Large.
- F. None of above.
Provenance (6 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_69ad85a9c4a88190a854019341cb3b60 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb850594c81909b6f8a384fc98cb2 |
completed | March 8, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bc62c788190b6097e02601df386 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e45a6c08190a0011eaa60f3d50a |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34eba517881908806b1ac285448ff |
completed | March 12, 2026, 11:39 p.m. |
| PD | Predicate disambiguation | batch_69adadf705608190975423779430cc58 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:14 p.m.