Triple
T13605975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Wizard of Lies |
E325061
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Andrew Madoff
Andrew Madoff was the younger son of infamous financier Bernie Madoff, known for his involvement in his father's investment firm and his public efforts to distance himself from the Ponzi scheme scandal.
|
E1057837
|
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: Andrew Madoff | Statement: [The Wizard of Lies, character, Andrew Madoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Madoff Context triple: [The Wizard of Lies, character, Andrew Madoff]
-
A.
Mark Madoff
Mark Madoff was the elder son of infamous financier Bernie Madoff, whose life and tragic death drew widespread attention in the aftermath of his father's massive Ponzi scheme.
-
B.
Bernie Madoff
Bernie Madoff was an American financier who orchestrated one of the largest Ponzi schemes in history, defrauding thousands of investors of billions of dollars.
-
C.
Ruth Madoff
Ruth Madoff is the wife of infamous financier and Ponzi schemer Bernie Madoff, known for her controversial role and public scrutiny following the exposure of his massive financial fraud.
-
D.
Michael Milken
Michael Milken is an American financier and philanthropist best known for pioneering the high-yield “junk bond” market and later founding influential economic and public policy initiatives.
-
E.
Harry Markopolos
Harry Markopolos is a financial analyst and fraud investigator best known for repeatedly and unsuccessfully warning regulators for years about Bernie Madoff’s massive Ponzi scheme before it collapsed.
- 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: Andrew Madoff Triple: [The Wizard of Lies, character, Andrew Madoff]
Generated description
Andrew Madoff was the younger son of infamous financier Bernie Madoff, known for his involvement in his father's investment firm and his public efforts to distance himself from the Ponzi scheme scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Madoff Target entity description: Andrew Madoff was the younger son of infamous financier Bernie Madoff, known for his involvement in his father's investment firm and his public efforts to distance himself from the Ponzi scheme scandal.
-
A.
Mark Madoff
Mark Madoff was the elder son of infamous financier Bernie Madoff, whose life and tragic death drew widespread attention in the aftermath of his father's massive Ponzi scheme.
-
B.
Bernie Madoff
Bernie Madoff was an American financier who orchestrated one of the largest Ponzi schemes in history, defrauding thousands of investors of billions of dollars.
-
C.
Ruth Madoff
Ruth Madoff is the wife of infamous financier and Ponzi schemer Bernie Madoff, known for her controversial role and public scrutiny following the exposure of his massive financial fraud.
-
D.
Michael Milken
Michael Milken is an American financier and philanthropist best known for pioneering the high-yield “junk bond” market and later founding influential economic and public policy initiatives.
-
E.
Harry Markopolos
Harry Markopolos is a financial analyst and fraud investigator best known for repeatedly and unsuccessfully warning regulators for years about Bernie Madoff’s massive Ponzi scheme before it collapsed.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb07e442c819086a8cbb967c03ad3 |
completed | April 12, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d3f80c081908710b46a42fb13a3 |
completed | May 3, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f7a12b71288190991ce3544af225c5 |
completed | May 3, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7a192454c8190bf896f68c5073367 |
completed | May 3, 2026, 7:27 p.m. |
Created at: April 9, 2026, 9:50 p.m.