WFGY/ProblemMap/GlobalFixMap/RAG/citation_break.md

Citation Break in RAG — Guardrails and Fix Pattern

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• RAG — retrieval-augmented generation and knowledge grounding
• WFGY Global Fix Map — main Emergency Room, 300+ structured fixes
• WFGY Problem Map 1.0 — 16 reproducible failure modes

Think of this page as a desk within a ward.
If you need the full triage and all prescriptions, return to the Emergency Room lobby.

When answers look plausible but the supporting citation is missing, wrong, or broken.
Citation breaks cause user trust collapse because retrieval snippets do not line up with the generated text.

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Open these first

• Visual recovery: RAG Architecture & Recovery
• Snippet schema: Retrieval Traceability
• Contracts: Data Contracts
• Chunking: Chunking Checklist
• Drift sources: Context Drift
• Collapse: Logic Collapse

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Core acceptance

• Every answer must cite at least one stable snippet_id and section_id
• Coverage ≥ 0.70 for the target section
• ΔS(question, retrieved) ≤ 0.45
• λ convergent across three paraphrases

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Typical symptoms → exact fix

Symptom	Likely cause	Open this
Citations absent or generic (e.g., "from the document")	schema not enforced	Data Contracts
Wrong snippet cited while correct one exists	drift in retrieval path	Retrieval Traceability, Context Drift
Snippet cutoff or token overflow	chunk misaligned	Chunking Checklist
Citations flip across runs	λ unstable or schema re-ordered	Logic Collapse

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Fix in 60 seconds

1. Enforce schema
   Require snippet_id, section_id, source_url, offsets, tokens. Reject answers without these fields.

2. Lock cite-then-explain order
   Answer only after stable snippet reference. If missing, fail fast.

3. Stabilize retrieval path
   Use deterministic rerankers and log ΔS. If drift persists, re-chunk and re-index.

4. Verify reproducibility
   Ask the same question three times. Citations must remain identical.

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Copy-paste probe prompt

I uploaded TXT OS and the WFGY Problem Map.

My issue:
- citations missing or wrong,
- retrieved snippet exists but answer cites differently.

Tell me:
1) what failed (schema, retrieval, or reasoning),
2) which WFGY fix page to open,
3) minimal fix to restore stable citations,
4) a reproducible test with three paraphrases.

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🔗 Quick-Start Downloads (60 sec)

Tool	Link	3-Step Setup
WFGY 1.0 PDF	Engine Paper	1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + ”
TXT OS (plain-text OS)	TXTOS.txt	1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly

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🧭 Explore More

Module	Description	Link
WFGY Core	WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack	View →
Problem Map 1.0	Initial 16-mode diagnostic and symbolic fix framework	View →
Problem Map 2.0	RAG-focused failure tree, modular fixes, and pipelines	View →
Semantic Clinic Index	Expanded failure catalog: prompt injection, memory bugs, logic drift	View →
Semantic Blueprint	Layer-based symbolic reasoning & semantic modulations	View →
Benchmark vs GPT-5	Stress test GPT-5 with full WFGY reasoning suite	View →
🧙‍♂️ Starter Village 🏡	New here? Lost in symbols? Click here and let the wizard guide you through	Start →

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