Triple
T10156354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McKinsey & Company |
E233785
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
McKinsey Digital
McKinsey Digital is the digital and technology-focused arm of McKinsey & Company that helps organizations drive transformation through advanced analytics, digital strategy, and modern technology solutions.
|
E233785
|
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 Digital | Statement: [McKinsey & Company, hasDivision, McKinsey Digital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McKinsey Digital Context triple: [McKinsey & Company, hasDivision, McKinsey Digital]
-
A.
McKinsey & Company
McKinsey & Company is a global management consulting firm known for advising leading corporations, governments, and institutions on high-level strategic and organizational issues.
-
B.
Bain & Company
Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
-
C.
Accenture
Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments worldwide.
-
D.
Andersen Consulting
Andersen Consulting was a major global management and technology consulting firm that later became Accenture, known for advising corporations and governments on strategy, operations, and IT.
-
E.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
- 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 Digital Triple: [McKinsey & Company, hasDivision, McKinsey Digital]
Generated description
McKinsey Digital is the digital and technology-focused arm of McKinsey & Company that helps organizations drive transformation through advanced analytics, digital strategy, and modern technology solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McKinsey Digital Target entity description: McKinsey Digital is the digital and technology-focused arm of McKinsey & Company that helps organizations drive transformation through advanced analytics, digital strategy, and modern technology solutions.
-
A.
McKinsey & Company
chosen
McKinsey & Company is a global management consulting firm known for advising leading corporations, governments, and institutions on high-level strategic and organizational issues.
-
B.
Bain & Company
Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
-
C.
Accenture
Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments worldwide.
-
D.
Andersen Consulting
Andersen Consulting was a major global management and technology consulting firm that later became Accenture, known for advising corporations and governments on strategy, operations, and IT.
-
E.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
- 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_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.