Triple

T17885409
Position Surface form Disambiguated ID Type / Status
Subject Derek T. Dingle E447186 entity
Predicate notableWork P4 FINISHED
Object Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business
Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business is a nonfiction book that profiles trailblazing Black chief executives and their impact on corporate America and the broader business landscape.
E1294322 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: Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business | Statement: [Derek T. Dingle, notableWork, Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business
Context triple: [Derek T. Dingle, notableWork, Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business]
  • A. Why Should White Guys Have All the Fun? How Reginald Lewis Created a Billion-Dollar Business Empire
    "Why Should White Guys Have All the Fun? How Reginald Lewis Created a Billion-Dollar Business Empire" is a biographical book chronicling the life, business strategies, and groundbreaking achievements of Reginald F. Lewis, one of the first African American billionaires and a pioneering Wall Street dealmaker.
  • B. World Changers: 25 Entrepreneurs Who Changed Business as We Knew It
    World Changers: 25 Entrepreneurs Who Changed Business as We Knew It is a business book profiling influential entrepreneurs whose innovations and leadership significantly reshaped modern commerce and industry.
  • C. Captains of Industry
    "Captains of Industry" is a phrase historically used to praise visionary business leaders who drive economic progress and industrial development through innovation and entrepreneurship.
  • D. Making a Difference: Stories of Vision and Courage from America’s Leaders
    Making a Difference: Stories of Vision and Courage from America’s Leaders is a nonfiction book by pilot and safety advocate Chesley “Sully” Sullenberger that profiles influential American figures who exemplify leadership, integrity, and public service.
  • E. Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price
    "Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price" is a nonfiction business biography that chronicles the controversial rise and fall of corporate executive Al Dunlap, notorious for his ruthless cost-cutting and shareholder-first tactics.
  • 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: Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business
Triple: [Derek T. Dingle, notableWork, Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business]
Generated description
Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business is a nonfiction book that profiles trailblazing Black chief executives and their impact on corporate America and the broader business landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business
Target entity description: Titans of the B.E. 100s: Black CEOs Who Redefined and Conquered American Business is a nonfiction book that profiles trailblazing Black chief executives and their impact on corporate America and the broader business landscape.
  • A. Why Should White Guys Have All the Fun? How Reginald Lewis Created a Billion-Dollar Business Empire
    "Why Should White Guys Have All the Fun? How Reginald Lewis Created a Billion-Dollar Business Empire" is a biographical book chronicling the life, business strategies, and groundbreaking achievements of Reginald F. Lewis, one of the first African American billionaires and a pioneering Wall Street dealmaker.
  • B. World Changers: 25 Entrepreneurs Who Changed Business as We Knew It
    World Changers: 25 Entrepreneurs Who Changed Business as We Knew It is a business book profiling influential entrepreneurs whose innovations and leadership significantly reshaped modern commerce and industry.
  • C. Captains of Industry
    "Captains of Industry" is a phrase historically used to praise visionary business leaders who drive economic progress and industrial development through innovation and entrepreneurship.
  • D. Making a Difference: Stories of Vision and Courage from America’s Leaders
    Making a Difference: Stories of Vision and Courage from America’s Leaders is a nonfiction book by pilot and safety advocate Chesley “Sully” Sullenberger that profiles influential American figures who exemplify leadership, integrity, and public service.
  • E. Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price
    "Chainsaw: The Notorious Career of Al Dunlap in the Era of Profit-at-Any-Price" is a nonfiction business biography that chronicles the controversial rise and fall of corporate executive Al Dunlap, notorious for his ruthless cost-cutting and shareholder-first tactics.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c123748819091bf46178105079b completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d994208190a6023cd9ba0602db completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0314a4fa748190a63ecda792b7669a completed May 12, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0315a8d6e88190b6d532f22dd8088c completed May 12, 2026, 11:57 a.m.
Created at: April 10, 2026, 10:18 a.m.