Triple
T25621834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Eight accounting firms |
E642319
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | group of accounting firms |
C10923
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: group of accounting firms Context triple: [Big Eight accounting firms, instanceOf, group of accounting firms]
-
A.
Big Four accounting firm
A Big Four accounting firm is one of the four largest international professional services networks that dominate the global market for audit, tax, consulting, and advisory services.
-
B.
group of institutions
A group of institutions is a collection of formally organized entities, such as schools, hospitals, or government bodies, that are associated or coordinated for a common purpose or function.
-
C.
business consortium
chosen
A business consortium is a collaborative association of independent companies that pool resources, expertise, or capital to pursue shared objectives, projects, or market opportunities while retaining their individual autonomy.
-
D.
group of government legal advisers
A group of government legal advisers is a body of legal professionals who provide authoritative counsel, analysis, and representation to government officials and agencies on matters of law and public policy.
-
E.
group of railway companies
A group of railway companies is an organized association of multiple rail transport operators that collaborate or are collectively managed to provide coordinated rail services, share resources, or pursue common commercial or regulatory interests.
- F. None of above.
Provenance (1 batch)
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_69e77e7a96748190b10f2699041e4e43 |
completed | April 21, 2026, 1:41 p.m. |
Created at: April 21, 2026, 5:05 p.m.