Triple

T4645233
Position Surface form Disambiguated ID Type / Status
Subject Wolff E101755 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Wolff (journalist)
Michael Wolff is an American journalist and author best known for his controversial, insider-style books on media, politics, and the Trump administration, including the bestseller "Fire and Fury."
 E459309 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 Wolff (journalist) | Statement: [Wolff, hasNotableBearer, Michael Wolff (journalist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Wolff (journalist)
Context triple: [Wolff, hasNotableBearer, Michael Wolff (journalist)]
  • A. Michael Wolff
    Michael Wolff is a British graphic designer and brand consultant best known as a co-founder of the influential branding agency Wolff Olins.
  • B. 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.
  • C. Todd Russaw
    Todd Russaw is a music industry executive and producer best known for his long-term relationship and marriage to R&B singer Faith Evans.
  • D. Kurt Eichenwald
    Kurt Eichenwald is an American journalist and author known for his investigative reporting and nonfiction books on corporate crime and financial scandals.
  • E. Bob Woodward
    Bob Woodward is an American investigative journalist and author best known for his reporting on the Watergate scandal for The Washington Post, which helped lead to President Richard Nixon’s resignation.
  • 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 Wolff (journalist)
Triple: [Wolff, hasNotableBearer, Michael Wolff (journalist)]
Generated description
Michael Wolff is an American journalist and author best known for his controversial, insider-style books on media, politics, and the Trump administration, including the bestseller "Fire and Fury."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Wolff (journalist)
Target entity description: Michael Wolff is an American journalist and author best known for his controversial, insider-style books on media, politics, and the Trump administration, including the bestseller "Fire and Fury."
  • A. Michael Wolff
    Michael Wolff is a British graphic designer and brand consultant best known as a co-founder of the influential branding agency Wolff Olins.
  • B. 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.
  • C. Todd Russaw
    Todd Russaw is a music industry executive and producer best known for his long-term relationship and marriage to R&B singer Faith Evans.
  • D. Kurt Eichenwald
    Kurt Eichenwald is an American journalist and author known for his investigative reporting and nonfiction books on corporate crime and financial scandals.
  • E. Bob Woodward
    Bob Woodward is an American investigative journalist and author best known for his reporting on the Watergate scandal for The Washington Post, which helped lead to President Richard Nixon’s resignation.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd623815288190b21cf59a3786363d completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfadc5dc081908d56a49895105efb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfc6751988190917ec53a8e2e27ec completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69be009e6c488190b18e1b2b4b34ecef completed March 21, 2026, 2:21 a.m.
Created at: March 20, 2026, 1:14 p.m.