Triple
T4374672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John W. Henry & Company |
E98975
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | managed futures firm |
C15021
|
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: managed futures firm Context triple: [John W. Henry & Company, instanceOf, managed futures firm]
-
A.
quantitative investment firm
chosen
A quantitative investment firm is a financial institution that uses mathematical models, statistical analysis, and algorithmic strategies to make data-driven trading and investment decisions.
-
B.
investment management software provider
An investment management software provider develops and delivers digital tools that help financial professionals and institutions plan, execute, monitor, and optimize investment portfolios and related operations.
-
C.
private investment and management company
A private investment and management company is a firm that deploys its own or clients’ capital into various assets while actively overseeing, optimizing, and strategically guiding those investments to generate long-term returns.
-
D.
financial market infrastructure company
A financial market infrastructure company provides the core systems, platforms, and services that enable the trading, clearing, settlement, and reporting of financial instruments in a safe, efficient, and regulated manner.
-
E.
limited partnership
A limited partnership is a business structure in which at least one general partner manages the business and bears unlimited liability, while one or more limited partners contribute capital and have liability limited to their investment with no role in day-to-day management.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:18 p.m.