Triple
T18226819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BloombergNEF |
E436442
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | market research firm |
C22078
|
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: market research firm Context triple: [BloombergNEF, instanceOf, market research firm]
-
A.
survey research institute
A survey research institute is an organization that designs, conducts, and analyzes surveys to collect data and generate insights on public opinions, behaviors, and social or market trends.
-
B.
research service
A research service is a professional offering that systematically gathers, analyzes, and synthesizes information to answer specific questions or support decision-making for clients or stakeholders.
-
C.
national survey organization
A national survey organization is an entity that designs, conducts, analyzes, and disseminates large-scale, methodologically rigorous surveys to measure public opinions, behaviors, and demographics across an entire country.
-
D.
marketing consulting firm
A marketing consulting firm is a professional services organization that advises businesses on strategies, research, and campaigns to effectively reach target audiences and achieve growth objectives.
-
E.
investment research firm
chosen
An investment research firm is an organization that analyzes financial markets, securities, and economic data to provide independent insights and recommendations that support informed investment decisions.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
Created at: April 10, 2026, 10:32 a.m.