Triple
T20733897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madoff (miniseries) |
E509639
|
entity |
| Predicate | portrays |
P264
|
FINISHED |
| Object | Madoff investment scandal |
—
|
NE NERFINISHED |
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: Madoff investment scandal | Statement: [Madoff (miniseries), portrays, Madoff investment scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madoff investment scandal Context triple: [Madoff (miniseries), portrays, Madoff investment scandal]
-
A.
United States v. Bernard L. Madoff
United States v. Bernard L. Madoff is the landmark federal criminal case in which financier Bernard Madoff was prosecuted and sentenced for orchestrating one of the largest Ponzi schemes in history.
-
B.
Bernard L. Madoff Investment Securities LLC Ponzi scheme
chosen
The Bernard L. Madoff Investment Securities LLC Ponzi scheme was a massive, decades-long fraudulent investment operation orchestrated by Bernie Madoff that became one of the largest and most notorious financial scams in history.
-
C.
Securities Investor Protection Corporation v. Bernard L. Madoff Investment Securities LLC
Securities Investor Protection Corporation v. Bernard L. Madoff Investment Securities LLC is a landmark legal proceeding arising from Bernie Madoff’s Ponzi scheme, focused on recovering and distributing assets to defrauded investors through the SIPC liquidation process.
-
D.
Enron accounting scandal
The Enron accounting scandal was a major corporate fraud case in the early 2000s involving widespread financial misrepresentation at energy company Enron, which led to its bankruptcy and spurred sweeping reforms in U.S. corporate governance and financial regulation.
-
E.
Madoff (miniseries)
Madoff (miniseries) is a television drama that chronicles the rise and fall of infamous financier Bernie Madoff and his massive Ponzi scheme.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1ef3040819085c8056e75571104 |
completed | April 21, 2026, 12:16 a.m. |
Created at: April 16, 2026, 12:31 p.m.