Triple
T4974559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KPMG |
E111733
|
entity |
| Predicate | competitor |
P1375
|
FINISHED |
| Object | Ernst & Young |
E401526
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Ernst & Young | Statement: [KPMG, competitor, Ernst & Young]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernst & Young Context triple: [KPMG, competitor, Ernst & Young]
-
A.
Ernst & Young
chosen
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.
-
B.
Deloitte
Deloitte is one of the world’s largest professional services firms, providing audit, consulting, tax, and advisory services to clients globally.
-
C.
KPMG
KPMG is one of the world’s largest professional services firms, providing audit, tax, and advisory services to clients across a wide range of industries.
-
D.
EY
EY is the two-letter IATA airline designator assigned to Etihad Airways, the national carrier of the United Arab Emirates based in Abu Dhabi.
-
E.
Bain & Company
Bain & Company is a global management consulting firm known for advising leading businesses, governments, and organizations on strategy and performance improvement.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69bd441a0eb481908050fa4273b19eae |
elicitation | completed |
| NER | batch_69bd722e77208190833dc760a57428d5 |
ner | completed |
| NED1 | batch_69be92489ae481909240f2ad20637649 |
ned_source_triple | completed |
Created at: March 20, 2026, 1:33 p.m.