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.