Triple

T69303
Position Surface form Disambiguated ID Type / Status
Subject Dale Carnegie E1385 entity
Predicate founded P104 FINISHED
Object Dale Carnegie Course in Effective Speaking and Human Relations
The Dale Carnegie Course in Effective Speaking and Human Relations is a renowned personal development program that trains participants in public speaking, interpersonal skills, confidence building, and leadership.
 E4802 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: Dale Carnegie Course in Effective Speaking and Human Relations | Statement: [Dale Carnegie, founded, Dale Carnegie Course in Effective Speaking and Human Relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dale Carnegie Course in Effective Speaking and Human Relations
Context triple: [Dale Carnegie, founded, Dale Carnegie Course in Effective Speaking and Human Relations]
  • A. Dale Carnegie
    Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
  • B. Mister Speaker
    Mister Speaker is the traditional formal address used for a male Speaker presiding over the United States House of Representatives.
  • C. The Art of the Deal
    The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
  • D. The Apprentice
    The Apprentice is a reality television series in which contestants compete in business-related challenges for a chance to work for a high-profile executive.
  • E. Autobiography of Andrew Carnegie
    Autobiography of Andrew Carnegie is the self-written life story of the Scottish-American industrialist and philanthropist, detailing his rise from poverty to becoming one of the wealthiest men of his era and his philosophy of giving away his fortune.
  • 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: Dale Carnegie Course in Effective Speaking and Human Relations
Triple: [Dale Carnegie, founded, Dale Carnegie Course in Effective Speaking and Human Relations]
Generated description
The Dale Carnegie Course in Effective Speaking and Human Relations is a renowned personal development program that trains participants in public speaking, interpersonal skills, confidence building, and leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dale Carnegie Course in Effective Speaking and Human Relations
Target entity description: The Dale Carnegie Course in Effective Speaking and Human Relations is a renowned personal development program that trains participants in public speaking, interpersonal skills, confidence building, and leadership.
  • A. Dale Carnegie
    Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
  • B. Mister Speaker
    Mister Speaker is the traditional formal address used for a male Speaker presiding over the United States House of Representatives.
  • C. The Art of the Deal
    The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
  • D. The Apprentice
    The Apprentice is a reality television series in which contestants compete in business-related challenges for a chance to work for a high-profile executive.
  • E. Autobiography of Andrew Carnegie
    Autobiography of Andrew Carnegie is the self-written life story of the Scottish-American industrialist and philanthropist, detailing his rise from poverty to becoming one of the wealthiest men of his era and his philosophy of giving away his fortune.
  • 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_69a24c06b3bc8190aa4ac89026115efc completed Feb. 28, 2026, 1:59 a.m.
NER Named-entity recognition batch_69a24f045d38819088f5f71e39fa1ee7 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2554da8848190a445b503d98769aa completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a255b409a081908871ed7fee07be29 completed Feb. 28, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69a256e8f7ec81909450c07bf7bafa0a completed Feb. 28, 2026, 2:46 a.m.
Created at: Feb. 28, 2026, 2:03 a.m.