Triple

T10156358
Position Surface form Disambiguated ID Type / Status
Subject McKinsey & Company E233785 entity
Predicate publishes P80 FINISHED
Object McKinsey Quarterly
McKinsey Quarterly is a business journal that provides research-based insights and analysis on management, strategy, and organizational issues for executives and leaders worldwide.
 E843994 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: McKinsey Quarterly | Statement: [McKinsey & Company, publishes, McKinsey Quarterly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McKinsey Quarterly
Context triple: [McKinsey & Company, publishes, McKinsey Quarterly]
  • A. HBR
    HBR is the abbreviation for the Hull and Barnsley Railway, a former British railway company that served the port city of Hull and surrounding areas in England.
  • B. Knowledge at Wharton
    Knowledge at Wharton is the Wharton School’s business research and analysis platform, offering articles, podcasts, and insights on global management, finance, and economic trends.
  • C. 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.
  • D. The Economist
    The Economist is an international weekly news and business publication known for its in-depth analysis and commentary on global politics, economics, and current affairs.
  • E. Journal of Management
    Journal of Management is a leading peer-reviewed academic journal that publishes scholarly research on management and organizational studies.
  • 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: McKinsey Quarterly
Triple: [McKinsey & Company, publishes, McKinsey Quarterly]
Generated description
McKinsey Quarterly is a business journal that provides research-based insights and analysis on management, strategy, and organizational issues for executives and leaders worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McKinsey Quarterly
Target entity description: McKinsey Quarterly is a business journal that provides research-based insights and analysis on management, strategy, and organizational issues for executives and leaders worldwide.
  • A. HBR
    HBR is the abbreviation for the Hull and Barnsley Railway, a former British railway company that served the port city of Hull and surrounding areas in England.
  • B. Knowledge at Wharton
    Knowledge at Wharton is the Wharton School’s business research and analysis platform, offering articles, podcasts, and insights on global management, finance, and economic trends.
  • C. 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.
  • D. The Economist
    The Economist is an international weekly news and business publication known for its in-depth analysis and commentary on global politics, economics, and current affairs.
  • E. Journal of Management
    Journal of Management is a leading peer-reviewed academic journal that publishes scholarly research on management and organizational studies.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec3a5e7c819098b2f9ccbde7cf94 completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e65b9d4c8190b1f520ed08256372 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e82a49e08190918e85d8b8b2e5c6 completed April 5, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8a37b388190a0d79d61573cf06d completed April 5, 2026, 10:56 p.m.
Created at: March 30, 2026, 9:09 p.m.