Triple

T3371708
Position Surface form Disambiguated ID Type / Status
Subject Brian Cohen E70969 entity
Predicate mother P120 FINISHED
Object Mandy Cohen
Mandy Cohen is an American physician and public health official who has served as Director of the U.S. Centers for Disease Control and Prevention (CDC).
 E394820 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: Mandy Cohen | Statement: [Brian Cohen, mother, Mandy Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mandy Cohen
Context triple: [Brian Cohen, mother, Mandy Cohen]
  • A. Melissa Cohen
    Melissa Cohen is a South African-born filmmaker and activist best known as the wife of Hunter Biden, son of U.S. President Joe Biden.
  • B. Samantha Cohen
    Samantha Cohen is known as the daughter of Michael Cohen, the former personal attorney to Donald Trump who became a prominent figure in investigations related to the Trump presidency.
  • C. Robyn Cohen
    Robyn Cohen is an American actress best known for her role in Wes Anderson’s film "The Life Aquatic with Steve Zissou."
  • D. Stacey Mindich
    Stacey Mindich is a Tony Award–winning American theater producer best known for shepherding the hit Broadway musical "Dear Evan Hansen."
  • E. Melissa Rosenberg
    Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
  • 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: Mandy Cohen
Triple: [Brian Cohen, mother, Mandy Cohen]
Generated description
Mandy Cohen is an American physician and public health official who has served as Director of the U.S. Centers for Disease Control and Prevention (CDC).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mandy Cohen
Target entity description: Mandy Cohen is an American physician and public health official who has served as Director of the U.S. Centers for Disease Control and Prevention (CDC).
  • A. Melissa Cohen
    Melissa Cohen is a South African-born filmmaker and activist best known as the wife of Hunter Biden, son of U.S. President Joe Biden.
  • B. Samantha Cohen
    Samantha Cohen is known as the daughter of Michael Cohen, the former personal attorney to Donald Trump who became a prominent figure in investigations related to the Trump presidency.
  • C. Robyn Cohen
    Robyn Cohen is an American actress best known for her role in Wes Anderson’s film "The Life Aquatic with Steve Zissou."
  • D. Stacey Mindich
    Stacey Mindich is a Tony Award–winning American theater producer best known for shepherding the hit Broadway musical "Dear Evan Hansen."
  • E. Melissa Rosenberg
    Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
  • 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_69ad85a729d48190afd789cd8417f289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2bc9bc881908b22edd631a1c110 completed March 8, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b511ff137c8190bf9ca22dd71bd205 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b5129946508190860e12a8f90eb5ee completed March 14, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69b513481c308190849e66bbd9caf57c completed March 14, 2026, 7:50 a.m.
Created at: March 8, 2026, 3:13 p.m.