Triple
T7460872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cross‑Servicing Program |
E176244
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Debt Collection Improvement Act of 1996 |
E176246
|
NE 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: Debt Collection Improvement Act of 1996 | Statement: [Cross‑Servicing Program, legalBasis, Debt Collection Improvement Act of 1996]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debt Collection Improvement Act of 1996 Context triple: [Cross‑Servicing Program, legalBasis, Debt Collection Improvement Act of 1996]
-
A.
Debt Collection Improvement Act of 1996
chosen
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.
-
B.
Fair Debt Collection Practices Act
The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
-
C.
FAIR Act of 1996
The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
-
D.
Fraud Enforcement and Recovery Act of 2009
The Fraud Enforcement and Recovery Act of 2009 is a U.S. federal law that strengthened criminal and civil enforcement against financial fraud, particularly in response to the 2008 financial crisis.
-
E.
Credit CARD Act of 2009
The Credit CARD Act of 2009 is a U.S. federal law that established significant consumer protections and restrictions on unfair or deceptive credit card industry practices.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3d525708190b7838e07ac2fbe1f |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8345f629c8190889081e18bdfe6f7 |
completed | March 28, 2026, 8:04 p.m. |
Created at: March 27, 2026, 3:38 p.m.