SRC01-E01 — Taxonomy Gap: No Research Methodology Framework¶
Description¶
The most comprehensive catalog of prompting techniques does not include any category for complete research methodology frameworks.
URL¶
https://arxiv.org/abs/2406.06608
Extract¶
The Prompt Report identifies 58 different text-based prompting techniques and creates a taxonomy with robust terminology of prompting terms using a PRISMA-based systematic review. The taxonomy covers techniques ranging from zero-shot and few-shot prompting through chain-of-thought, self-consistency, tree-of-thought, and various agent-based approaches. No category exists for "research methodology implementation" or "analytical rigor framework" prompts.
Relevance to Hypotheses¶
| Hypothesis | Relevance | Strength |
|---|---|---|
| H1 — Complete prompts exist | Contradicts | Strong |
| H2 — No such prompts exist | Supports | Strong |
| H3 — Partial implementations exist | Supports | Moderate |
Context¶
FACT: The Prompt Report is the most comprehensive survey of prompting techniques published as of 2024, covering 58 techniques across multiple categories. Its PRISMA-based methodology provides systematic coverage of the field.
Notes¶
The absence of a "research methodology" category in the most comprehensive prompting taxonomy is strong evidence that this type of prompt has not been a recognized category in the field. The taxonomy's comprehensiveness makes this absence particularly diagnostic.