Triple
T19788608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berger |
E475344
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | Roland Berger |
—
|
NE NERFINISHED |
How this triple was built (3 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: Roland Berger | Statement: [Berger, hasNotableBearer, Roland Berger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roland Berger Context triple: [Berger, hasNotableBearer, Roland Berger]
-
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.
Klynveld Peat Marwick Goerdeler
Klynveld Peat Marwick Goerdeler is a global professional services network and one of the Big Four accounting firms, providing audit, tax, and advisory services worldwide.
-
C.
Lazard Frères
Lazard Frères is a prominent international financial advisory and asset management firm known for its role in high-profile mergers, acquisitions, and restructuring deals.
-
D.
Pola Debevoise
Pola Debevoise is a glamorous, nearsighted fashion model portrayed by Marilyn Monroe in the 1953 romantic comedy film "How to Marry a Millionaire."
-
E.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roland Berger Target entity description: Roland Berger is a German entrepreneur and founder of the international management consulting firm Roland Berger Strategy Consultants.
-
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.
Klynveld Peat Marwick Goerdeler
Klynveld Peat Marwick Goerdeler is a global professional services network and one of the Big Four accounting firms, providing audit, tax, and advisory services worldwide.
-
C.
Lazard Frères
Lazard Frères is a prominent international financial advisory and asset management firm known for its role in high-profile mergers, acquisitions, and restructuring deals.
-
D.
Pola Debevoise
Pola Debevoise is a glamorous, nearsighted fashion model portrayed by Marilyn Monroe in the 1953 romantic comedy film "How to Marry a Millionaire."
-
E.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
- F. None of above. chosen
Provenance (2 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389c9ac81909e61b3cbb9213e72 |
completed | April 20, 2026, 4:25 p.m. |
Created at: April 10, 2026, 1:49 p.m.