Triple
T10156357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McKinsey & Company |
E233785
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
McKinsey Sustainability
McKinsey Sustainability is a specialized practice within global consulting firm McKinsey & Company that advises organizations on decarbonization, climate strategy, and broader environmental, social, and sustainability transformations.
|
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 Sustainability | Statement: [McKinsey & Company, hasDivision, McKinsey Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McKinsey Sustainability Context triple: [McKinsey & Company, hasDivision, McKinsey Sustainability]
-
A.
Center for Environmental Leadership in Business
The Center for Environmental Leadership in Business is an initiative that partners with corporations to integrate biodiversity conservation and sustainable practices into their core business strategies.
-
B.
World Business Council for Sustainable Development (former)
The World Business Council for Sustainable Development is a global CEO-led organization that works with leading companies to advance sustainable development and corporate responsibility worldwide.
-
C.
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.
-
D.
UN Global Compact
The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
-
E.
Skoll Foundation
The Skoll Foundation is a philanthropic organization that supports social entrepreneurs and innovative solutions to the world’s most pressing problems.
- 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 Sustainability Triple: [McKinsey & Company, hasDivision, McKinsey Sustainability]
Generated description
McKinsey Sustainability is a specialized practice within global consulting firm McKinsey & Company that advises organizations on decarbonization, climate strategy, and broader environmental, social, and sustainability transformations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McKinsey Sustainability Target entity description: McKinsey Sustainability is a specialized practice within global consulting firm McKinsey & Company that advises organizations on decarbonization, climate strategy, and broader environmental, social, and sustainability transformations.
-
A.
Center for Environmental Leadership in Business
The Center for Environmental Leadership in Business is an initiative that partners with corporations to integrate biodiversity conservation and sustainable practices into their core business strategies.
-
B.
World Business Council for Sustainable Development (former)
The World Business Council for Sustainable Development is a global CEO-led organization that works with leading companies to advance sustainable development and corporate responsibility worldwide.
-
C.
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.
-
D.
UN Global Compact
The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
-
E.
Skoll Foundation
The Skoll Foundation is a philanthropic organization that supports social entrepreneurs and innovative solutions to the world’s most pressing problems.
- 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.