Triple

T6828714
Position Surface form Disambiguated ID Type / Status
Subject The Ethicist E157081 entity
Predicate firstColumnAuthor P51577 FINISHED
Object Randy Cohen
Randy Cohen is an American writer and humorist best known for his long-running role as the original author of The New York Times Magazine’s ethics advice column, “The Ethicist.”
E622153 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: Randy Cohen | Statement: [The Ethicist, firstColumnAuthor, Randy Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Cohen
Context triple: [The Ethicist, firstColumnAuthor, Randy Cohen]
  • A. Jon Cohen
    Jon Cohen is a screenwriter best known for co-writing the science fiction film "Minority Report."
  • B. Bennett Rosenthal
    Bennett Rosenthal is an American businessman and private equity executive best known as a co-owner of the Major League Soccer club Los Angeles FC.
  • C. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • D. Richard Appel
    Richard Appel is an American television writer and producer best known for his work on animated series such as The Simpsons, King of the Hill, and Family Guy.
  • E. Mark Levine
    Mark Levine is an American politician and public servant who serves as the borough president of Manhattan in New York City.
  • 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: Randy Cohen
Triple: [The Ethicist, firstColumnAuthor, Randy Cohen]
Generated description
Randy Cohen is an American writer and humorist best known for his long-running role as the original author of The New York Times Magazine’s ethics advice column, “The Ethicist.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Cohen
Target entity description: Randy Cohen is an American writer and humorist best known for his long-running role as the original author of The New York Times Magazine’s ethics advice column, “The Ethicist.”
  • A. Jon Cohen
    Jon Cohen is a screenwriter best known for co-writing the science fiction film "Minority Report."
  • B. Bennett Rosenthal
    Bennett Rosenthal is an American businessman and private equity executive best known as a co-owner of the Major League Soccer club Los Angeles FC.
  • C. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • D. Richard Appel
    Richard Appel is an American television writer and producer best known for his work on animated series such as The Simpsons, King of the Hill, and Family Guy.
  • E. Mark Levine
    Mark Levine is an American politician and public servant who serves as the borough president of Manhattan in New York City.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstColumnAuthor
Context triple: [The Ethicist, firstColumnAuthor, Randy Cohen]
  • A. firstPublicationAuthorName
    Indicates the name of the author who wrote the work’s first published edition.
  • B. authorTitle chosen
    Indicates that a person is the creator or writer of a work that bears the specified title.
  • C. editorOfFirstBookPublication
    Indicates that a person or entity served as the editor for the first published edition of a specific book.
  • D. firstContributor
    Indicates that the subject is the earliest or initial contributor to the object within a given context or project.
  • E. firstToAuthorize
    Indicates that one entity is the earliest or initial party to grant approval, permission, or authorization for a particular action or arrangement relative to others.
  • F. None of above.

Provenance (6 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6254bd88190a2a424537c2c12e2 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723f49bdc8190af39b34dbaf3f0c9 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724d7f0308190abb494ea663ceeb9 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c72568866c8190bf88a02e566d5c3a completed March 28, 2026, 12:48 a.m.
PD Predicate disambiguation batch_69c6d09d95f0819091ca7f897dc21efe completed March 27, 2026, 6:46 p.m.
Created at: March 27, 2026, 2:18 p.m.