Triple
T234821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Armstrong |
E4485
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | financial analyst |
C2908
|
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: financial analyst Context triple: [Martin Armstrong, instanceOf, financial analyst]
-
A.
financial market
A financial market is a system or platform where buyers and sellers trade financial assets such as stocks, bonds, currencies, and derivatives, determining their prices through supply and demand.
-
B.
financial institution
A financial institution is an organization that manages money and financial services, such as accepting deposits, providing loans, facilitating investments, and enabling payment transactions for individuals, businesses, and governments.
-
C.
economist
An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
-
D.
business executive
A business executive is a high-level professional responsible for setting strategic direction, making major organizational decisions, and overseeing the performance and operations of a company or business unit.
-
E.
financial crisis
A financial crisis is a severe disruption in financial markets and institutions characterized by sharp declines in asset prices, loss of confidence, liquidity shortages, and widespread insolvency risks that significantly harm the broader economy.
- F. None of above. chosen
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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.