Triple
T4040745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edwin G. Booz |
E83939
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Booz & Company
Booz & Company was a global management consulting firm known for advising major corporations and governments on strategy and organizational issues before its acquisition by PwC and rebranding as Strategy&.
|
E408886
|
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: Booz & Company | Statement: [Edwin G. Booz, founded, Booz & Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Booz & Company Context triple: [Edwin G. Booz, founded, Booz & Company]
-
A.
Louis Dreyfus Company
Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
-
B.
Rochester Seagrams
Rochester Seagrams was an early professional basketball team based in Rochester, New York, that later evolved into the franchise known as the Rochester Royals.
-
C.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
-
D.
Allen & Company
Allen & Company is a private investment bank and financial advisory firm known for its work with media, technology, and entertainment companies, as well as its exclusive annual Sun Valley Conference.
-
E.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
- 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: Booz & Company Triple: [Edwin G. Booz, founded, Booz & Company]
Generated description
Booz & Company was a global management consulting firm known for advising major corporations and governments on strategy and organizational issues before its acquisition by PwC and rebranding as Strategy&.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Booz & Company Target entity description: Booz & Company was a global management consulting firm known for advising major corporations and governments on strategy and organizational issues before its acquisition by PwC and rebranding as Strategy&.
-
A.
Louis Dreyfus Company
Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
-
B.
Rochester Seagrams
Rochester Seagrams was an early professional basketball team based in Rochester, New York, that later evolved into the franchise known as the Rochester Royals.
-
C.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
-
D.
Allen & Company
Allen & Company is a private investment bank and financial advisory firm known for its work with media, technology, and entertainment companies, as well as its exclusive annual Sun Valley Conference.
-
E.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
- F. None of above. chosen
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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a1974348190b6c8ca74fb9da47e |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a828d7881908e3e9a14bc77103c |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.