Prompting Encyclopedia

1. Fundamentals (The “What is it?” Layer)

These terms define the basic building blocks of LLMs and how they “see” information.

• Artificial Intelligence (AI)

• Large Language Model (LLM)

• Token

• Context Window

• Embedding

• Inference

• Hallucination

• Prompt

2. Prompting Techniques (The “How do I do it?” Layer)

These are the methodologies you teach your readers to improve their results.

• Zero-Shot Prompting

• Few-Shot Prompting

• Chain-of-Thought (CoT)

• Tree-of-Thought (ToT)

• Role-Based Prompting (Persona Prompting)

• Prompt Chaining

• Prompt Template (Structured Prompting)

• Multimodal Prompting

• Negative Prompting

3. Architecture & Technical (The “Under the Hood” Layer)

These terms help advanced users understand why models perform the way they do.

• Transformer Architecture

• Attention Mechanism (Self-Attention)

• System Prompt (Pre-Prompt)

• Temperature

• Top-P (Nucleus Sampling)

• Logits

• Fine-Tuning

• RLHF (Reinforcement Learning from Human Feedback)

• Retrieval-Augmented Generation (RAG)

• Vector Database

4. Advanced Concepts (The “Future-Proof” Layer)

These terms keep your Encyclopedia relevant for 2026 and beyond.

• Agentic AI (AI Agents)

• Prompt Injection (Security)

• Prompt Optimization

• Structured Output (JSON/Schema)

• Model Distillation

• Context Caching

• Synthetic Data

• Prompt Versioning

• Generative Engine Optimization (GEO)

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Pro-Tip: How to plan your “Hierarchy”

Since you are using CPT UI, don’t just dump all of these as “posts.” Use your Taxonomies to group them.

• Example Hierarchy:

  • Category: Fundamentals

    • Entry: Token

    • Entry: Context Window

    • Entry: Temperature

  • Category: Prompting Techniques

    • Entry: Chain-of-Thought

    • Entry: Zero-Shot Prompting

By organizing your terms into these categories, your Encyclopedia will look like a structured textbook. When you are writing an entry for “Chain-of-Thought,” you can easily link back to “Fundamentals > Context Window” or “Fundamentals > Token,” which creates that “Wikipedia-style” network of internal links that Google loves.

Are you planning to write the definitions for these yourself, or would you like a template for how to structure the “Definition” page of an entry so that it stays consistent across the whole encyclopedia?

The Encyclopedia Entry Template
You can save this as a “Pattern” or “Reusable Block” in your WordPress editor to ensure you never have to rebuild the structure from scratch.

[H1: Title of Entry] Last Updated: [Date] [Definition Paragraph] Keep it to 2–3 sentences. This is your “Above the Fold” summary. It must be clear, objective, and definitive.

[H2: Technical Overview] Explain the “How” and “Why.” This is where you explain the mechanics behind the concept. Keep the tone academic yet accessible.

[H2: Practical Application] How does this concept apply to real-world prompting? Give an example or a use case to make it concrete.

[H2: Relationship to Other Concepts] Briefly explain how this term connects to the broader AI ecosystem. (e.g., “Temperature directly influences the variety of the output, working in tandem with Top-P.”)

[H2: Frequently Asked Questions] 1-2 simple questions to capture Rich Snippets.

Question? Answer.

[H2: References] [List of external sources with hyperlinked titles] [H2: Further Reading] [List of internal links to related Encyclopedia entries]

Why this structure works for your SEO:
The “Definition Paragraph”: This is your best chance to capture the “Featured Snippet” (Position Zero) in Google. Google loves concise, high-quality answers at the very top of a page.

The “Technical Overview” (H2): This satisfies the “Expertise” part of E-E-A-T. By adding depth here, you prevent the page from being too thin, which is a common reason encyclopedia sites fail to rank.

“Practical Application” (H2): This is where you separate yourself from a dictionary. By adding “How-to” context, you satisfy the user’s need for utility, which keeps them on the page longer.

“Relationship to Other Concepts” (H2): This is the secret to building “Topical Authority.” By explicitly mentioning other terms (e.g., relating Temperature to Tokens), you create semantic relevance for the search engine, proving your site is a deep, interconnected knowledge hub.

“FAQ” (H2): Using the WordPress FAQ block here ensures the schema is generated automatically, helping you dominate search results with an expanded footprint.