Triple

T11996629
Position Surface form Disambiguated ID Type / Status
Subject Stratton Oakmont E285546 entity
Predicate foundedBy P104 FINISHED
Object Danny Porush
Danny Porush is an American former stockbroker and businessman best known as a co-founder of the infamous Long Island brokerage firm Stratton Oakmont, which was central to major securities fraud schemes in the 1990s.
E958832 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: Danny Porush | Statement: [Stratton Oakmont, foundedBy, Danny Porush]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Porush
Context triple: [Stratton Oakmont, foundedBy, Danny Porush]
  • A. Martin Porlock
    Martin Porlock is a pseudonym used by British crime and mystery novelist Philip MacDonald for some of his works.
  • B. Jeffrey Porro
    Jeffrey Porro is an American screenwriter best known for co-writing the 2007 historical drama film "The Great Debaters," directed by Denzel Washington.
  • C. David Janollari
    David Janollari is an American television producer and executive known for his work on acclaimed series such as Six Feet Under.
  • D. Daron Nefcy
    Daron Nefcy is an American animator, writer, and producer best known for creating the Disney XD animated series "Star vs. the Forces of Evil," making her one of the first women to create an animated show for Disney Television Animation.
  • E. Gary Portnoy
    Gary Portnoy is an American singer-songwriter best known for co-writing and performing the iconic theme song to the television sitcom "Cheers."
  • 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: Danny Porush
Triple: [Stratton Oakmont, foundedBy, Danny Porush]
Generated description
Danny Porush is an American former stockbroker and businessman best known as a co-founder of the infamous Long Island brokerage firm Stratton Oakmont, which was central to major securities fraud schemes in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Porush
Target entity description: Danny Porush is an American former stockbroker and businessman best known as a co-founder of the infamous Long Island brokerage firm Stratton Oakmont, which was central to major securities fraud schemes in the 1990s.
  • A. Martin Porlock
    Martin Porlock is a pseudonym used by British crime and mystery novelist Philip MacDonald for some of his works.
  • B. Jeffrey Porro
    Jeffrey Porro is an American screenwriter best known for co-writing the 2007 historical drama film "The Great Debaters," directed by Denzel Washington.
  • C. David Janollari
    David Janollari is an American television producer and executive known for his work on acclaimed series such as Six Feet Under.
  • D. Daron Nefcy
    Daron Nefcy is an American animator, writer, and producer best known for creating the Disney XD animated series "Star vs. the Forces of Evil," making her one of the first women to create an animated show for Disney Television Animation.
  • E. Gary Portnoy
    Gary Portnoy is an American singer-songwriter best known for co-writing and performing the iconic theme song to the television sitcom "Cheers."
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c172788190b92042e9d10a48bf completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47281ea7c819081921bc125f8895f completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.