Triple

T6767661
Position Surface form Disambiguated ID Type / Status
Subject Mea Culpa podcast E154763 entity
Predicate creator P184 FINISHED
Object Michael Cohen
Michael Cohen is an American attorney and former personal lawyer to Donald Trump who became a prominent critic of the former president and a political commentator after his conviction and cooperation with federal investigations.
 E28743 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: Michael Cohen | Statement: [Mea Culpa podcast, creator, Michael Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Cohen
Context triple: [Mea Culpa podcast, creator, Michael Cohen]
  • A. Michael Cohen
    Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
  • B. Michael D. Cohen
    Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
  • C. Roger Stone
    Roger Stone is an American political consultant, lobbyist, and strategist known for his long association with Republican campaigns and his role as a confidant of Donald Trump.
  • D. John W. Carlin
    John W. Carlin is an American politician and public official who served as Governor of Kansas before later becoming the Archivist of the United States.
  • E. Charles Kushner
    Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
  • 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: Michael Cohen
Triple: [Mea Culpa podcast, creator, Michael Cohen]
Generated description
Michael Cohen is an American attorney and former personal lawyer to Donald Trump who became a prominent critic of the former president and a political commentator after his conviction and cooperation with federal investigations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Cohen
Target entity description: Michael Cohen is an American attorney and former personal lawyer to Donald Trump who became a prominent critic of the former president and a political commentator after his conviction and cooperation with federal investigations.
  • A. Michael Cohen chosen
    Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
  • B. Michael D. Cohen
    Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
  • C. Roger Stone
    Roger Stone is an American political consultant, lobbyist, and strategist known for his long association with Republican campaigns and his role as a confidant of Donald Trump.
  • D. John W. Carlin
    John W. Carlin is an American politician and public official who served as Governor of Kansas before later becoming the Archivist of the United States.
  • E. Charles Kushner
    Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
  • F. None of above.

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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d231b79c81908a4f7fa8f253706d completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7510b2ad88190a48ce74631d321e6 completed March 28, 2026, 3:54 a.m.
NEDg Description generation batch_69c752065b808190bf95333afb42b730 completed March 28, 2026, 3:59 a.m.
NED2 Entity disambiguation (via description) batch_69c7528ddd1c8190964a072741315afe completed March 28, 2026, 4:01 a.m.
Created at: March 27, 2026, 2:12 p.m.