Triple
T19287845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klynveld Peat Marwick Goerdeler |
E482359
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | KPMG Tax |
—
|
NE NERFINISHED |
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: KPMG Tax | Statement: [Klynveld Peat Marwick Goerdeler, hasDivision, KPMG Tax]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KPMG Tax Context triple: [Klynveld Peat Marwick Goerdeler, hasDivision, KPMG Tax]
-
A.
KPMG
chosen
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.
-
B.
Tax & Accounting
Tax & Accounting is a Wolters Kluwer business division that provides professional software, information, and services for tax, accounting, and audit professionals.
-
C.
Corporate Tax Office
The Corporate Tax Office is a specialized unit within Finland’s Tax Administration responsible for handling taxation matters for corporations and other large business entities.
-
D.
PricewaterhouseCoopers
PricewaterhouseCoopers (PwC) is one of the world’s largest professional services networks, providing audit, tax, and consulting services to clients across a wide range of industries.
-
E.
Bloomberg Tax
Bloomberg Tax is a specialized research and news platform providing in-depth tax law, policy analysis, and compliance tools for tax professionals and organizations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc032f108190a89e47d1458f3f55 |
completed | April 20, 2026, 10:12 a.m. |
Created at: April 10, 2026, 1:30 p.m.