Triple
T10156356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McKinsey & Company |
E233785
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
McKinsey Analytics
McKinsey Analytics is the data and advanced analytics arm of global consulting firm McKinsey & Company, helping organizations leverage big data, AI, and quantitative methods to improve decision-making and performance.
|
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 Analytics | Statement: [McKinsey & Company, hasDivision, McKinsey Analytics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McKinsey Analytics Context triple: [McKinsey & Company, hasDivision, McKinsey Analytics]
-
A.
Bain & Company
Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
-
B.
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.
-
C.
Oliver Wyman
Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
-
D.
Wharton Customer Analytics
Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
-
E.
Accenture
Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments 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: McKinsey Analytics Triple: [McKinsey & Company, hasDivision, McKinsey Analytics]
Generated description
McKinsey Analytics is the data and advanced analytics arm of global consulting firm McKinsey & Company, helping organizations leverage big data, AI, and quantitative methods to improve decision-making and performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McKinsey Analytics Target entity description: McKinsey Analytics is the data and advanced analytics arm of global consulting firm McKinsey & Company, helping organizations leverage big data, AI, and quantitative methods to improve decision-making and performance.
-
A.
Bain & Company
Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
-
B.
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.
-
C.
Oliver Wyman
Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
-
D.
Wharton Customer Analytics
Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
-
E.
Accenture
Accenture is a global professional services company specializing in consulting, technology, and outsourcing solutions for businesses and governments 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_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.