Triple

T11405892
Position Surface form Disambiguated ID Type / Status
Subject Oliver Wyman E270237 entity
Predicate hasDivision P35 FINISHED
Object Oliver Wyman Digital
Oliver Wyman Digital is the dedicated digital and technology consulting arm of global management consultancy Oliver Wyman, focusing on digital transformation, data, and advanced analytics solutions for clients.
E270233 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: Oliver Wyman Digital | Statement: [Oliver Wyman, hasDivision, Oliver Wyman Digital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oliver Wyman Digital
Context triple: [Oliver Wyman, hasDivision, Oliver Wyman Digital]
  • A. Oliver Wyman
    Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
  • B. Accenture
    Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments worldwide.
  • C. Bain & Company
    Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
  • D. Deloitte
    Deloitte is one of the world’s largest professional services firms, providing audit, consulting, tax, and advisory services to clients globally.
  • E. Ernst & Young
    Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
  • 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: Oliver Wyman Digital
Triple: [Oliver Wyman, hasDivision, Oliver Wyman Digital]
Generated description
Oliver Wyman Digital is the dedicated digital and technology consulting arm of global management consultancy Oliver Wyman, focusing on digital transformation, data, and advanced analytics solutions for clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oliver Wyman Digital
Target entity description: Oliver Wyman Digital is the dedicated digital and technology consulting arm of global management consultancy Oliver Wyman, focusing on digital transformation, data, and advanced analytics solutions for clients.
  • A. Oliver Wyman chosen
    Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
  • B. Accenture
    Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments worldwide.
  • C. Bain & Company
    Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
  • D. Deloitte
    Deloitte is one of the world’s largest professional services firms, providing audit, consulting, tax, and advisory services to clients globally.
  • E. Ernst & Young
    Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8014c820c81908538ba4a08e13230 completed April 9, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58d56608481908dbb19daa2abfc0a completed April 20, 2026, 2:20 a.m.
NEDg Description generation batch_69e59777b1208190a33a50da286535ee completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3cf9d388190944340af484b3a54 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:34 p.m.