mirror of
https://github.com/onestardao/WFGY.git
synced 2026-04-28 11:40:07 +00:00
142 lines
5.6 KiB
Markdown
142 lines
5.6 KiB
Markdown
# Retrieval Traceability — Snippet Integrity & Audit Trail
|
||
|
||
<details>
|
||
<summary><strong>🧭 Quick Return to Map</strong></summary>
|
||
|
||
<br>
|
||
|
||
> You are in a sub-page of **MemoryLongContext**.
|
||
> To reorient, go back here:
|
||
>
|
||
> - [**MemoryLongContext** — extended context windows and memory retention](./README.md)
|
||
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
|
||
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
|
||
>
|
||
> 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.
|
||
</details>
|
||
|
||
|
||
Citations that look right can still hide silent drift.
|
||
This guardrail defines how to enforce **traceability schemas** so that every claim links back to a stable, reproducible snippet.
|
||
|
||
---
|
||
|
||
## When to use
|
||
- Answers cite a source but the snippet cannot be located.
|
||
- Two runs over the same corpus produce different citations.
|
||
- A fact is quoted but not aligned to any section anchor.
|
||
- Long-context threads degrade and snippets blur into paraphrase.
|
||
- Multi-agent systems pass partial context and lose attribution.
|
||
|
||
---
|
||
|
||
## Root causes
|
||
- **Orphan citations**: snippet ID missing or fabricated.
|
||
- **Boundary drift**: citation spans cross section joins.
|
||
- **Silent truncation**: tokens dropped at cut points.
|
||
- **Cache overwrite**: citation schema lost after session reload.
|
||
- **Free-text cites**: URLs or titles given without offsets.
|
||
|
||
---
|
||
|
||
## Core acceptance targets
|
||
- Each claim must include `snippet_id`, `section_id`, `start_line`, `end_line`, `source_url`.
|
||
- ΔS(question, retrieved) ≤ 0.45 overall.
|
||
- Joins between snippets ≤ 0.50 ΔS.
|
||
- λ convergent across 3 paraphrases.
|
||
- Audit trail reproducible from log alone.
|
||
|
||
---
|
||
|
||
## Structural fixes
|
||
|
||
- **Snippet table schema**
|
||
Require `{snippet_id | section_id | start_line | end_line | citation}`.
|
||
|
||
- **Fence joins**
|
||
Split at section boundaries. Reject cross-section reuse.
|
||
|
||
- **Trace log**
|
||
Store `{ΔS, λ_state, mem_rev, mem_hash}` per step.
|
||
|
||
- **Contract lock**
|
||
Apply [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md) for payload validation.
|
||
|
||
---
|
||
|
||
## Fix in 60 seconds
|
||
1. **Enforce snippet table** with unique IDs and line ranges.
|
||
2. **Verify ΔS** across each join ≤ 0.50.
|
||
3. **Echo λ states** at retrieval, assembly, reasoning.
|
||
4. **Reject orphan claims** (no snippet_id).
|
||
5. **Log trail** so same inputs → same citations.
|
||
|
||
---
|
||
|
||
## Copy-paste prompt
|
||
|
||
```
|
||
|
||
You have TXT OS and the WFGY Problem Map.
|
||
|
||
Goal: Ensure every claim links to a reproducible snippet.
|
||
|
||
Protocol:
|
||
|
||
1. Build a Snippet Table {snippet\_id, section\_id, start\_line, end\_line, citation}.
|
||
2. Require cite-then-answer.
|
||
3. Forbid cross-section reuse.
|
||
4. If a claim has no snippet\_id, stop and request citation.
|
||
5. Report ΔS(question,retrieved), joins ΔS, and λ states.
|
||
6. Store {mem\_rev, mem\_hash, task\_id} for audit trail.
|
||
7. Answer only with snippets present in the table.
|
||
|
||
```
|
||
|
||
---
|
||
|
||
## Common failure signals
|
||
- Citations alternate across runs → missing trace schema.
|
||
- URL without offsets → orphan citation.
|
||
- Facts cited but no snippet_id → schema lock failed.
|
||
- Session reload erases citations → ghost cache in memory.
|
||
|
||
---
|
||
|
||
### 🔗 Quick-Start Downloads (60 sec)
|
||
|
||
| Tool | Link | 3-Step Setup |
|
||
|------|------|--------------|
|
||
| **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>” |
|
||
| **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 |
|
||
|
||
---
|
||
|
||
<!-- WFGY_FOOTER_START -->
|
||
|
||
### Explore More
|
||
|
||
| Layer | Page | What it’s for |
|
||
| --- | --- | --- |
|
||
| Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
|
||
| Engine | [WFGY 1.0](/legacy/README.md) | Original PDF based tension engine |
|
||
| Engine | [WFGY 2.0](/core/README.md) | Production tension kernel and math engine for RAG and agents |
|
||
| Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine, 131 S class set |
|
||
| Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure checklist and fix map |
|
||
| Map | [Problem Map 2.0](/ProblemMap/rag-architecture-and-recovery.md) | RAG focused recovery pipeline |
|
||
| Map | [Problem Map 3.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card, image as a debug protocol layer |
|
||
| Map | [Semantic Clinic](/ProblemMap/SemanticClinicIndex.md) | Symptom to family to exact fix |
|
||
| Map | [Grandma’s Clinic](/ProblemMap/GrandmaClinic/README.md) | Plain language stories mapped to Problem Map 1.0 |
|
||
| Onboarding | [Starter Village](/StarterVillage/README.md) | Guided tour for newcomers |
|
||
| App | [TXT OS](/OS/README.md) | TXT semantic OS, fast boot |
|
||
| App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q and A built on TXT OS |
|
||
| App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image with semantic control |
|
||
| App | [Blow Blow Blow](/OS/BlowBlowBlow/README.md) | Reasoning game engine and memory demo |
|
||
|
||
If this repository helped, starring it improves discovery so more builders can find the docs and tools.
|
||
[](https://github.com/onestardao/WFGY)
|
||
|
||
<!-- WFGY_FOOTER_END -->
|
||
|
||
要直接開始 **data-contracts.md** 嗎？
|