Triple
T1513786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeffry M. Picower |
E32072
|
entity |
| Predicate | settlementWith |
P29943
|
FINISHED |
| Object |
Madoff trustee Irving Picard
Madoff trustee Irving Picard is the court-appointed lawyer responsible for recovering funds for victims of Bernard Madoff’s massive Ponzi scheme through lawsuits and settlements.
|
E172263
|
NE FINISHED |
How this triple was built (5 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 trustee Irving Picard | Statement: [Jeffry M. Picower, settlementWith, Madoff trustee Irving Picard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madoff trustee Irving Picard Context triple: [Jeffry M. Picower, settlementWith, Madoff trustee Irving Picard]
-
A.
Henry Kravis
Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
-
B.
Edward Lampert
Edward Lampert is an American billionaire investor and hedge fund manager best known for orchestrating the merger of Sears and Kmart and serving as the longtime chairman of Sears Holdings.
-
C.
Andrew Fastow
Andrew Fastow is an American financier who served as Enron’s chief financial officer and became a central figure in the company’s massive accounting fraud and subsequent collapse.
-
D.
Charles R. Schwab
Charles R. Schwab is an American investor and businessman best known as the founder of the Charles Schwab Corporation, a pioneering discount brokerage firm.
-
E.
Walter Schloss
Walter Schloss was a renowned American value investor and hedge fund manager known for his disciplined, Graham-style deep value approach and exceptional long-term returns.
- 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: Madoff trustee Irving Picard Triple: [Jeffry M. Picower, settlementWith, Madoff trustee Irving Picard]
Generated description
Madoff trustee Irving Picard is the court-appointed lawyer responsible for recovering funds for victims of Bernard Madoff’s massive Ponzi scheme through lawsuits and settlements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madoff trustee Irving Picard Target entity description: Madoff trustee Irving Picard is the court-appointed lawyer responsible for recovering funds for victims of Bernard Madoff’s massive Ponzi scheme through lawsuits and settlements.
-
A.
Henry Kravis
Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
-
B.
Edward Lampert
Edward Lampert is an American billionaire investor and hedge fund manager best known for orchestrating the merger of Sears and Kmart and serving as the longtime chairman of Sears Holdings.
-
C.
Andrew Fastow
Andrew Fastow is an American financier who served as Enron’s chief financial officer and became a central figure in the company’s massive accounting fraud and subsequent collapse.
-
D.
Charles R. Schwab
Charles R. Schwab is an American investor and businessman best known as the founder of the Charles Schwab Corporation, a pioneering discount brokerage firm.
-
E.
Walter Schloss
Walter Schloss was a renowned American value investor and hedge fund manager known for his disciplined, Graham-style deep value approach and exceptional long-term returns.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: settlementWith Context triple: [Jeffry M. Picower, settlementWith, Madoff trustee Irving Picard]
-
A.
associatedWithSettlement
Indicates a relationship where an entity is linked or connected to a particular settlement, such as a town, village, or city.
-
B.
settlementType
Indicates the specific kind or category of human settlement an entity represents, such as a city, village, town, or hamlet.
-
C.
settled
Indicates that an entity established residence or a stable presence in a place, typically after moving from elsewhere.
-
D.
servesSettlement
Indicates that one entity provides services or support to a particular settlement or community.
-
E.
mergerSettlement
Indicates a legal or financial resolution reached between parties involved in a merger, typically settling disputes or claims arising from the merger transaction.
- F. None of above. chosen
Provenance (7 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9396e16408190b5e7b0ac43376d81 |
completed | March 5, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad23409fd481909834aaf0dc4641f6 |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23b8d570819099b953c7a60e9445 |
completed | March 8, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad248193ec8190b0c08ef979661af0 |
completed | March 8, 2026, 7:25 a.m. |
| PD | Predicate disambiguation | batch_69a907aa67cc81909f00135365447399 |
completed | March 5, 2026, 4:33 a.m. |
| PDg | Predicate description generation | batch_69a9396d3e1081909aa269b42041c357 |
completed | March 5, 2026, 8:06 a.m. |
Created at: March 4, 2026, 7:26 p.m.