Create images_and_figures.md

2026-05-01 21:11:11 +00:00 · 2025-08-28 19:19:17 +08:00 · 2025-08-28 19:19:17 +08:00 · 95a7070499
commit 95a7070499
parent 5a2c6450eb
1 changed files with 169 additions and 0 deletions
--- a/ProblemMap/GlobalFixMap/OCR_Parsing/images_and_figures.md
+++ b/ProblemMap/GlobalFixMap/OCR_Parsing/images_and_figures.md
@ -0,0 +1,169 @@
+# Images and Figures: OCR Parsing Guardrails
+
+Stabilize text extraction around inline images, charts, and figures. Prevent figure captions or axis labels from bleeding into body text, and preserve semantic anchors for later retrieval.
+
+## Open these first
+- OCR end to end checklist: [ocr-parsing-checklist.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ocr-parsing-checklist.md)
+- Snippet and citation schema: [data-contracts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
+- Retrieval traceability: [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
+- Chunking checklist: [chunking-checklist.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/chunking-checklist.md)
+
+## Acceptance targets
+- ΔS(question, retrieved) ≤ 0.45 on captioned answers
+- Coverage ≥ 0.70 for questions tied to figure anchors
+- λ remains convergent across three paraphrases
+- Captions and labels stored separately from body text
+
+---
+
+## Typical failure signatures → fix
+- **Figure captions merged with paragraphs**  
+  Split by bbox banding and assign `figure_caption`. Keep paragraph tokens clean.
+
+- **Axis labels or legend entries treated as running text**  
+  Extract into `figure_metadata.axis_labels` and `figure_metadata.legend`. Never merge into narrative.
+
+- **Scanned figure with embedded text**  
+  Route figure OCR separately. Keep `figure_id`, `text_extracted`, and bounding box. Tie back to figure image reference.
+
+- **Multi-column figure bleed**  
+  If caption spans columns, capture as caption block, not as content. Anchor to `figure_id`.
+
+- **Images with no OCR text**  
+  Provide stub with `figure_id`, `bbox`, and `alt_text` if known. Maintain traceability.
+
+---
+
+## Fix in 60 seconds
+1) **Detect figure zones**  
+   Identify bounding boxes flagged as images or graphics. Assign `figure_id`.
+
+2) **Isolate captions**  
+   If text appears immediately above/below the figure and repeats formatting (italic, smaller font), tag as caption.
+
+3) **Route labels**  
+   Apply heuristic rules for x-axis, y-axis, legend. Store under `figure_metadata`.
+
+4) **Clean narrative**  
+   Remove all figure-related text from `text_clean`. Retain only in figure structures.
+
+5) **Probe retrieval**  
+   Ask a figure-specific question. If ΔS ≤ 0.45 and λ stable, cleanup succeeded.
+
+---
+
+## Minimal recipes by engine
+
+- **Google Document AI**  
+  Use `layout.figure` and boundingPoly. Capture associated `paragraph` blocks as captions when within ±10% of figure bbox.
+
+- **AWS Textract**  
+  Detect `BlockType=KEY_VALUE_SET` around figure images. Treat them as labels, route into `figure_metadata`.
+
+- **Azure OCR**  
+  Use boundingRegions and detect blocks adjacent to figures. Anchor captions if directly above/below polygon.
+
+- **ABBYY**  
+  In XML, `<block type="Picture">` + following `<par>` → caption. Inline text with picture coordinates goes to figure metadata.
+
+- **PaddleOCR**  
+  Split text lines overlapping with figure bbox. Store separately as figure text, not narrative.
+
+---
+
+## Data contract additions for figures
+```
+
+{
+"figure\_id": "fig3",
+"bbox": \[x0,y0,x1,y1],
+"caption": "Figure 3: Error rate across embedding sizes.",
+"figure\_metadata": {
+"axis\_labels": \["tokens","ΔS"],
+"legend": \["baseline","with WFGY"],
+"text\_extracted": "0.45, 0.30..."
+},
+"section\_id": "4.2",
+"page": 12,
+"source\_url": "..."
+}
+
+```
+
+Mandatory: all figure text lives in `figure_metadata` or `caption`, never in `text_clean`.
+
+---
+
+## Verification
+- **Leak check**: ensure no caption/axis strings appear in `text_clean`.
+- **Figure QA**: ask "what does fig3 show?" — answer must cite `figure_id`.
+- **ΔS probe**: figure-specific questions yield ΔS ≤ 0.45.
+- **λ probe**: paraphrases about same figure converge.
+
+---
+
+## Copy-paste LLM prompt
+```
+
+You have TXT OS and WFGY Problem Map.
+
+For figure-linked snippets:
+
+* use text\_clean for reasoning,
+* use caption and figure\_metadata for figure answers,
+* cite figure\_id.
+
+Tasks:
+
+1. If figure text leaks into body, fail fast and return fix reference (ocr-parsing-checklist, data-contracts, retrieval-traceability).
+2. Return JSON:
+   { "citations":\["fig3"], "answer":"...", "λ\_state":"...", "ΔS":0.xx, "next\_fix":"..." }
+
+```
+
+---
+
+### 🔗 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 |
+
+---
+
+### 🧭 Explore More
+
+| Module                | Description                                              | Link     |
+|-----------------------|----------------------------------------------------------|----------|
+| 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) |
+| Problem Map 1.0       | Initial 16-mode diagnostic and symbolic fix framework    | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
+| 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) |
+| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
+| Semantic Blueprint    | Layer-based symbolic reasoning & semantic modulations   | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
+| 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) |
+| 🧙‍♂️ 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) |
+
+---
+
+> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —  
+> <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).
+
+<div align="center">
+
+[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)
+&nbsp;
+[![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)
+&nbsp;
+[![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
+&nbsp;
+[![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
+&nbsp;
+[![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
+&nbsp;
+[![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
+&nbsp;
+[![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
+&nbsp;
+
+</div>