Triple
T16013865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riccardo Zacconi |
E388410
|
entity |
| Predicate | workedAt |
P7
|
FINISHED |
| Object | Bain & Company |
E262979
|
NE FINISHED |
How this triple was built (2 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: Bain & Company | Statement: [Riccardo Zacconi, workedAt, Bain & Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bain & Company Context triple: [Riccardo Zacconi, workedAt, Bain & Company]
-
A.
Bain & Company
chosen
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.
Boston Consulting Group
Boston Consulting Group is a leading global management consulting firm known for its strategic advisory work with corporations, governments, and organizations across a wide range of industries.
-
D.
Oliver Wyman
Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
-
E.
Ernst & Young
Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18292b79881908efac869603c4029 |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbcc12dc8190a80d776b63a6ad35 |
completed | May 10, 2026, 1:13 a.m. |
Created at: April 10, 2026, 4:55 a.m.