Triple
T36523082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duff's device |
E900227
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | code optimization technique |
C29019
|
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: code optimization technique Context triple: [Duff's device, instanceOf, code optimization technique]
-
A.
compiler-construction technique
A compiler-construction technique is a systematic method or strategy used to translate high-level source code into efficient, executable machine code while preserving the program’s intended semantics.
-
B.
loop unrolling technique
chosen
Loop unrolling technique is an optimization method where the loop body is replicated multiple times to reduce loop control overhead and increase instruction-level parallelism.
-
C.
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.
-
D.
technique in functional programming
A technique in functional programming is a method or pattern—such as higher-order functions, recursion, or function composition—used to structure programs around pure functions and immutable data for clearer, more predictable code.
-
E.
technical code
Technical code is a structured set of machine-readable instructions, written in a specific programming language, that implements precise computational logic and system behavior according to defined technical requirements.
- 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_69f76e5eedb88190a393b8c623f71dd7 |
completed | May 3, 2026, 3:48 p.m. |
Created at: May 3, 2026, 4:11 p.m.