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145 lines
8.3 KiB
Markdown
145 lines
8.3 KiB
Markdown
# Citation-First Prompting — Guardrails and Fix Patterns
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Safety_PromptIntegrity**.
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> To reorient, go back here:
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>
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> - [**Safety_PromptIntegrity** — prompt injection defense and integrity checks](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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Citation drift is one of the most common ways LLMs lose trust.
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Without **cite-then-explain discipline**, answers may sound fluent but detach from sources.
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This page locks the workflow: every reasoning step begins from **citations**, not narrative.
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---
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## When to open this page
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- Model produces fluent paragraphs with zero citations.
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- Citations appear, but after-the-fact and unverifiable.
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- References change between runs, even with same inputs.
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- ΔS(question, retrieved) ≤ 0.45 but λ diverges when narrative precedes citation.
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- Users complain: "Where did this answer come from?"
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---
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## Open these first
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- Retrieval schema contract: [data-contracts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
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- Trace alignment: [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
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- Context collapse: [logic-collapse.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/logic-collapse.md)
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- Memory boundaries: [memory_fences_and_state_keys.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/memory_fences_and_state_keys.md)
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- Injection guard: [prompt_injection.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/prompt_injection.md)
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---
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## Core acceptance
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- Every answer starts with citations (no narrative before refs).
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- Coverage ≥ 0.70 of the target section.
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- ΔS(question, cited snippet) ≤ 0.45.
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- λ convergent across 3 paraphrases.
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- No hallucinated citations (must resolve to a retriever record).
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---
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## Fix in 60 seconds
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1. **Citation-first discipline**
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- Always start with `snippet_id`, `section_id`, `source_url`.
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2. **Enforce schema**
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- Required fields:
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```json
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{ "snippet_id": "...", "section_id": "...", "source_url": "...", "offsets": [..], "tokens": N }
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```
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3. **Reason only after citation**
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- Explain or analyze *after* citation block.
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4. **Reject broken runs**
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- If citation missing → abort answer, return error tip.
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5. **Stability probe**
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- Run 3 paraphrases. If λ diverges, lock citation schema, rerun.
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---
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## Typical failure vectors → fix
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| Vector | Symptom | Fix |
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|--------|---------|-----|
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| **Narrative-first** | Text precedes refs, unstable λ | Force cite-then-explain ordering |
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| **Fake refs** | Hallucinated URLs | Schema lock + [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
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| **Drifting refs** | Different citations each run | Clamp λ with BBAM, validate ΔS ≤ 0.45 |
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| **Silent fallback** | Model drops refs under safety refusal | Apply SCU (symbolic constraint unlock) |
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---
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## Probe prompt
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```txt
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You must output citations before narrative.
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Schema: {snippet_id, section_id, source_url, offsets, tokens}
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Rules:
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1. Cite first. Explain only after citations are shown.
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2. No answer if citations missing.
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3. Log ΔS(question, cited snippet). Reject if ≥ 0.60.
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4. λ must stay convergent across 3 paraphrases.
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````
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + \<your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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### 🧭 Explore More
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| Module | Description | Link |
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| ------------------------ | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
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| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
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| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
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| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
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| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
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---
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
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> Engineers, hackers, and open source builders who supported WFGY from day one.
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> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
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<div align="center">
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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</div>
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