Triple
T14298140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chapter 7 – Liquidation |
E354492
|
entity |
| Predicate | nonDischargeableDebtsInclude |
P89089
|
FINISHED |
| Object | most student loans |
—
|
LITERAL FINISHED |
How this triple was built (2 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: most student loans | Statement: [Chapter 7 – Liquidation, nonDischargeableDebtsInclude, most student loans]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nonDischargeableDebtsInclude Context triple: [Chapter 7 – Liquidation, nonDischargeableDebtsInclude, most student loans]
-
A.
liabilitiesAtBankruptcy
Indicates the total obligations or debts an entity has outstanding at the time it is declared bankrupt.
-
B.
owedLifeDebtTo
Indicates that one entity is bound by a significant obligation or duty to another entity, typically as repayment for having their life saved or preserved.
-
C.
debt
Indicates that one entity owes money or an obligation to another entity, typically to be repaid under agreed conditions.
-
D.
obligationsInclude
chosen
Indicates that one obligation set or entity’s responsibilities contain or encompass another specified obligation or subset of duties.
-
E.
isNonJudicial
Indicates that an action, process, or decision occurs outside of formal judicial proceedings and is not carried out by a court or judge.
- F. None of above.
Provenance (3 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717cfc948190ace5f1c91283b1c3 |
completed | April 14, 2026, 4:55 p.m. |
| PD | Predicate disambiguation | batch_69de2a8f81f08190af737e1654847aa6 |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:11 a.m.