Triple
T3391809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 11 of the United States Code |
E71436
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Chapter 13 – Adjustment of Debts of an Individual with Regular Income
Chapter 13 – Adjustment of Debts of an Individual with Regular Income is a U.S. bankruptcy law provision that allows qualifying individuals with steady income to reorganize and repay their debts over time under court-approved plans.
|
E354495
|
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: Chapter 13 – Adjustment of Debts of an Individual with Regular Income | Statement: [Title 11 of the United States Code, contains, Chapter 13 – Adjustment of Debts of an Individual with Regular Income]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chapter 13 – Adjustment of Debts of an Individual with Regular Income Context triple: [Title 11 of the United States Code, contains, Chapter 13 – Adjustment of Debts of an Individual with Regular Income]
-
A.
Chapter 35 – Accounting and Collection
Chapter 35 – Accounting and Collection is a section of U.S. federal law that sets out rules and procedures for the government’s financial accounting, internal controls, and collection of public funds.
-
B.
Chapter 31 – Public Debt
Chapter 31 – Public Debt is a section of the United States Code that sets out the federal government’s legal framework for borrowing money and managing the national debt.
-
C.
Chapter 33 – Depositing, Keeping, and Paying Money
Chapter 33 – Depositing, Keeping, and Paying Money is a section of U.S. federal law that sets out the rules and procedures governing how the federal government deposits, safeguards, and disburses public funds.
-
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.
Section Eight
Section Eight was a film production company co-founded by director Steven Soderbergh and actor George Clooney, known for producing several acclaimed independent and studio films in the early 2000s.
- 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: Chapter 13 – Adjustment of Debts of an Individual with Regular Income Triple: [Title 11 of the United States Code, contains, Chapter 13 – Adjustment of Debts of an Individual with Regular Income]
Generated description
Chapter 13 – Adjustment of Debts of an Individual with Regular Income is a U.S. bankruptcy law provision that allows qualifying individuals with steady income to reorganize and repay their debts over time under court-approved plans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chapter 13 – Adjustment of Debts of an Individual with Regular Income Target entity description: Chapter 13 – Adjustment of Debts of an Individual with Regular Income is a U.S. bankruptcy law provision that allows qualifying individuals with steady income to reorganize and repay their debts over time under court-approved plans.
-
A.
Chapter 35 – Accounting and Collection
Chapter 35 – Accounting and Collection is a section of U.S. federal law that sets out rules and procedures for the government’s financial accounting, internal controls, and collection of public funds.
-
B.
Chapter 31 – Public Debt
Chapter 31 – Public Debt is a section of the United States Code that sets out the federal government’s legal framework for borrowing money and managing the national debt.
-
C.
Chapter 33 – Depositing, Keeping, and Paying Money
Chapter 33 – Depositing, Keeping, and Paying Money is a section of U.S. federal law that sets out the rules and procedures governing how the federal government deposits, safeguards, and disburses public funds.
-
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.
Section Eight
Section Eight was a film production company co-founded by director Steven Soderbergh and actor George Clooney, known for producing several acclaimed independent and studio films in the early 2000s.
- 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_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. |
Created at: March 8, 2026, 3:14 p.m.