Triple
T18044345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Modern portfolio theory |
E431733
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | portfolio optimization framework |
C11579
|
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: portfolio optimization framework Context triple: [Modern portfolio theory, instanceOf, portfolio optimization framework]
-
A.
optimization paradigm
An optimization paradigm is a conceptual framework that defines how to formulate, search for, and evaluate solutions to a problem in order to find the best (or sufficiently good) outcome under given constraints and objectives.
-
B.
investment strategy
An investment strategy is a structured plan that guides how financial assets are selected, allocated, and managed to achieve specific risk and return objectives over time.
-
C.
public sector portfolio management initiative
A public sector portfolio management initiative is a coordinated effort by government entities to strategically select, prioritize, and oversee programs and investments to maximize public value, align with policy objectives, and optimize the use of limited resources.
-
D.
mathematical program
chosen
A mathematical program is an optimization model that seeks to minimize or maximize an objective function subject to a set of mathematical constraints.
-
E.
scaling framework
A scaling framework is a structured approach that defines the principles, processes, and tools needed to grow a system, organization, or product efficiently and sustainably as demand increases.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
Created at: April 10, 2026, 10:25 a.m.