Triple
T7611993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard L. Madoff Investment Securities LLC Ponzi scheme |
E172262
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | Ponzi scheme |
C5265
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: Ponzi scheme Context triple: [Bernard L. Madoff Investment Securities LLC Ponzi scheme, instanceOf, Ponzi scheme]
-
A.
financial scandal
chosen
A financial scandal is a widely publicized incident in which individuals or organizations engage in unethical, illegal, or deceptive financial practices that result in significant economic harm, loss of trust, or legal consequences.
-
B.
fraudster
A fraudster is an individual who intentionally deceives others, typically for financial or personal gain, by using false representations, manipulations, or dishonest schemes.
-
C.
CIA front company
A CIA front company is a seemingly legitimate business entity secretly created or controlled by the Central Intelligence Agency to provide cover, funding, logistics, or operational support for intelligence activities without revealing government involvement.
-
D.
fabricated conspiracy
A fabricated conspiracy is a deliberately invented or unfounded narrative alleging secret, coordinated wrongdoing by individuals or groups, presented as truth despite lacking credible evidence.
-
E.
corporate fraud case
A corporate fraud case is a legal action involving allegations that a company or its representatives intentionally deceived stakeholders for unlawful financial or competitive gain.
- F. None of above.
Provenance (1 batch)
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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
Created at: March 27, 2026, 3:55 p.m.