Triple

T9414654
Position Surface form Disambiguated ID Type / Status
Subject Jeffry Picower E226985 entity
Predicate financialRelationshipWith P89022 FINISHED
Object Bernard Madoff E509638 NE FINISHED

How this triple was built (3 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: Bernard Madoff | Statement: [Jeffry Picower, financialRelationshipWith, Bernard Madoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Madoff
Context triple: [Jeffry Picower, financialRelationshipWith, Bernard Madoff]
  • A. Bernie Madoff chosen
    Bernie Madoff was an American financier who orchestrated one of the largest Ponzi schemes in history, defrauding thousands of investors of billions of dollars.
  • B. Charles Keating
    Charles Keating was a British actor best known for his Emmy-winning role as the sophisticated villain Carl Hutchins on the American soap opera "Another World."
  • C. Jordan Belfort
    Jordan Belfort is an American former stockbroker and motivational speaker best known for his high-flying, fraudulent Wall Street career and subsequent memoir "The Wolf of Wall Street."
  • D. Lepke Buchalter
    Lepke Buchalter was a notorious American mobster who led the labor racketeering operations of Murder, Inc. and became one of the few major organized crime bosses to be executed by the U.S. government.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: financialRelationshipWith
Context triple: [Jeffry Picower, financialRelationshipWith, Bernard Madoff]
  • A. reportsRelationship
    Indicates that one entity formally provides information, findings, or status about another entity or situation.
  • B. relationshipEnd
    Indicates that a previously existing relationship between entities has been terminated or has come to an end.
  • C. inRelationshipWith
    Indicates that two entities are mutually involved in a defined personal, romantic, or partnership relationship with each other.
  • D. associatedFort
    Indicates that one entity is connected or linked to a particular fort, typically as its related or corresponding fortification.
  • E. relationshipType
    Indicates the specific kind of relationship that exists between two or more entities.
  • 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_69ca84359e7c819091148ba4b670e436 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd68c7bd648190b17f082883c98239 completed April 1, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d11026b8688190b958ca65dae2d588 completed April 4, 2026, 1:20 p.m.
PD Predicate disambiguation batch_69cca54c37f88190bddccf28e5fe5c84 completed April 1, 2026, 4:55 a.m.
PDg Predicate description generation batch_69cca9d07eb08190866eb15333386dfa completed April 1, 2026, 5:14 a.m.
Created at: March 30, 2026, 7:47 p.m.