Triple

T215121
Position Surface form Disambiguated ID Type / Status
Subject Dale Carnegie Course in Effective Speaking and Human Relations E4802 entity
Predicate offeredBy P178 FINISHED
Object Dale Carnegie Training
Dale Carnegie Training is a global professional development organization that provides courses and coaching in leadership, communication, sales, and interpersonal skills for individuals and businesses.
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 Training | Statement: [Dale Carnegie Course in Effective Speaking and Human Relations, offeredBy, Dale Carnegie Training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dale Carnegie Training
Context triple: [Dale Carnegie Course in Effective Speaking and Human Relations, offeredBy, Dale Carnegie Training]
  • A. 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.
  • B. 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."
  • C. Training Bureau
    The Training Bureau is the division of the New York City Police Department responsible for educating, training, and developing police recruits and in-service officers.
  • D. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • E. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • 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 Training
Triple: [Dale Carnegie Course in Effective Speaking and Human Relations, offeredBy, Dale Carnegie Training]
Generated description
Dale Carnegie Training is a global professional development organization that provides courses and coaching in leadership, communication, sales, and interpersonal skills for individuals and businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dale Carnegie Training
Target entity description: Dale Carnegie Training is a global professional development organization that provides courses and coaching in leadership, communication, sales, and interpersonal skills for individuals and businesses.
  • A. Dale Carnegie Course in Effective Speaking and Human Relations chosen
    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.
  • B. 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."
  • C. Training Bureau
    The Training Bureau is the division of the New York City Police Department responsible for educating, training, and developing police recruits and in-service officers.
  • D. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • E. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • F. None of above.

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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4ca0c8819093f63c6371e2d140 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d935eb48190a6f327ae77917d2c completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a34e06b8488190b361506c261baab6 completed Feb. 28, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_69a34e63883c81908aa5d8d907c37720 completed Feb. 28, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.