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README.md

@@ -14,146 +14,82 @@ tags:
   - specifications
 pretty_name: 3GPP Specifications
 configs:
-  - config_name: rel-18-specs
+  - config_name: specs
     default: true
     data_files:
       - split: 21_series
-        path: data/rel-18-specs/21_series-*.parquet
+        path: data/specs/21_series-*.parquet
       - split: 22_series
-        path: data/rel-18-specs/22_series-*.parquet
+        path: data/specs/22_series-*.parquet
       - split: 23_series
-        path: data/rel-18-specs/23_series-*.parquet
+        path: data/specs/23_series-*.parquet
       - split: 24_series
-        path: data/rel-18-specs/24_series-*.parquet
+        path: data/specs/24_series-*.parquet
       - split: 26_series
-        path: data/rel-18-specs/26_series-*.parquet
+        path: data/specs/26_series-*.parquet
       - split: 27_series
-        path: data/rel-18-specs/27_series-*.parquet
+        path: data/specs/27_series-*.parquet
       - split: 28_series
-        path: data/rel-18-specs/28_series-*.parquet
+        path: data/specs/28_series-*.parquet
       - split: 29_series
-        path: data/rel-18-specs/29_series-*.parquet
+        path: data/specs/29_series-*.parquet
       - split: 31_series
-        path: data/rel-18-specs/31_series-*.parquet
+        path: data/specs/31_series-*.parquet
       - split: 32_series
-        path: data/rel-18-specs/32_series-*.parquet
+        path: data/specs/32_series-*.parquet
       - split: 33_series
-        path: data/rel-18-specs/33_series-*.parquet
-      - split: 36_series
-        path: data/rel-18-specs/36_series-*.parquet
-      - split: 37_series
-        path: data/rel-18-specs/37_series-*.parquet
-      - split: 38_series
-        path: data/rel-18-specs/38_series-*.parquet
-  - config_name: rel-18-components
-    data_files:
-      - split: 21_series
-        path: data/rel-18-components/21_series-*.parquet
-      - split: 22_series
-        path: data/rel-18-components/22_series-*.parquet
-      - split: 23_series
-        path: data/rel-18-components/23_series-*.parquet
-      - split: 24_series
-        path: data/rel-18-components/24_series-*.parquet
-      - split: 26_series
-        path: data/rel-18-components/26_series-*.parquet
-      - split: 27_series
-        path: data/rel-18-components/27_series-*.parquet
-      - split: 28_series
-        path: data/rel-18-components/28_series-*.parquet
-      - split: 29_series
-        path: data/rel-18-components/29_series-*.parquet
-      - split: 31_series
-        path: data/rel-18-components/31_series-*.parquet
-      - split: 32_series
-        path: data/rel-18-components/32_series-*.parquet
-      - split: 33_series
-        path: data/rel-18-components/33_series-*.parquet
-      - split: 36_series
-        path: data/rel-18-components/36_series-*.parquet
-      - split: 37_series
-        path: data/rel-18-components/37_series-*.parquet
-      - split: 38_series
-        path: data/rel-18-components/38_series-*.parquet
-  - config_name: rel-19-specs
-    data_files:
-      - split: 21_series
-        path: data/rel-19-specs/21_series-*.parquet
-      - split: 22_series
-        path: data/rel-19-specs/22_series-*.parquet
-      - split: 23_series
-        path: data/rel-19-specs/23_series-*.parquet
-      - split: 24_series
-        path: data/rel-19-specs/24_series-*.parquet
-      - split: 26_series
-        path: data/rel-19-specs/26_series-*.parquet
-      - split: 27_series
-        path: data/rel-19-specs/27_series-*.parquet
-      - split: 28_series
-        path: data/rel-19-specs/28_series-*.parquet
-      - split: 29_series
-        path: data/rel-19-specs/29_series-*.parquet
-      - split: 31_series
-        path: data/rel-19-specs/31_series-*.parquet
-      - split: 32_series
-        path: data/rel-19-specs/32_series-*.parquet
-      - split: 33_series
-        path: data/rel-19-specs/33_series-*.parquet
+        path: data/specs/33_series-*.parquet
       - split: 34_series
-        path: data/rel-19-specs/34_series-*.parquet
+        path: data/specs/34_series-*.parquet
       - split: 35_series
-        path: data/rel-19-specs/35_series-*.parquet
+        path: data/specs/35_series-*.parquet
       - split: 36_series
-        path: data/rel-19-specs/36_series-*.parquet
+        path: data/specs/36_series-*.parquet
       - split: 37_series
-        path: data/rel-19-specs/37_series-*.parquet
+        path: data/specs/37_series-*.parquet
       - split: 38_series
-        path: data/rel-19-specs/38_series-*.parquet
-  - config_name: rel-19-components
+        path: data/specs/38_series-*.parquet
+  - config_name: sections
     data_files:
       - split: 21_series
-        path: data/rel-19-components/21_series-*.parquet
+        path: data/sections/21_series-*.parquet
       - split: 22_series
-        path: data/rel-19-components/22_series-*.parquet
+        path: data/sections/22_series-*.parquet
       - split: 23_series
-        path: data/rel-19-components/23_series-*.parquet
+        path: data/sections/23_series-*.parquet
       - split: 24_series
-        path: data/rel-19-components/24_series-*.parquet
+        path: data/sections/24_series-*.parquet
       - split: 26_series
-        path: data/rel-19-components/26_series-*.parquet
+        path: data/sections/26_series-*.parquet
       - split: 27_series
-        path: data/rel-19-components/27_series-*.parquet
+        path: data/sections/27_series-*.parquet
       - split: 28_series
-        path: data/rel-19-components/28_series-*.parquet
+        path: data/sections/28_series-*.parquet
       - split: 29_series
-        path: data/rel-19-components/29_series-*.parquet
+        path: data/sections/29_series-*.parquet
       - split: 31_series
-        path: data/rel-19-components/31_series-*.parquet
+        path: data/sections/31_series-*.parquet
       - split: 32_series
-        path: data/rel-19-components/32_series-*.parquet
+        path: data/sections/32_series-*.parquet
       - split: 33_series
-        path: data/rel-19-components/33_series-*.parquet
+        path: data/sections/33_series-*.parquet
       - split: 34_series
-        path: data/rel-19-components/34_series-*.parquet
+        path: data/sections/34_series-*.parquet
       - split: 35_series
-        path: data/rel-19-components/35_series-*.parquet
+        path: data/sections/35_series-*.parquet
       - split: 36_series
-        path: data/rel-19-components/36_series-*.parquet
+        path: data/sections/36_series-*.parquet
       - split: 37_series
-        path: data/rel-19-components/37_series-*.parquet
+        path: data/sections/37_series-*.parquet
       - split: 38_series
-        path: data/rel-19-components/38_series-*.parquet
-  - config_name: metadata
-    data_files:
-      - split: train
-        path: data/metadata/train-*.parquet
+        path: data/sections/38_series-*.parquet
 ---
 
 # 3GPP Specifications
 
 938 3GPP technical specifications and reports converted to structured markdown.
-Each specification is available as a full document (specs configs) or decomposed into
-atomic sections, tables, and figures (components configs).
+Each specification is available as a full document (`specs`) or decomposed into
+self-contained sections with tables and figures inlined (`sections`).
 
 Releases: Rel-18, Rel-19
 
@@ -162,38 +98,29 @@ Releases: Rel-18, Rel-19
 ```python
 from datasets import load_dataset
 
-# Browse the lightweight catalog
-catalog = load_dataset("GSMA/3GPP", "metadata", split="train")
-
 # Load full specs with images
-specs = load_dataset("GSMA/3GPP", "rel-18-specs", split="38_series")
+specs = load_dataset("GSMA/3GPP", "specs", split="38_series")
 spec = specs.filter(lambda r: r["spec_id"] == "38331")[0]
 print(spec["text"][:500])
 spec["images"][0].show()
 
-# Load atomic components for RAG retrieval
-components = load_dataset("GSMA/3GPP", "rel-18-components", split="38_series")
-section = components.filter(
+# Load self-contained sections for RAG retrieval
+sections = load_dataset("GSMA/3GPP", "sections", split="38_series")
+section = sections.filter(
     lambda r: r["spec_id"] == "38331" and r["clause"] == "5.2.1"
 )[0]
-print(section["body"])
-
-# Get all tables in a spec
-tables = components.filter(
-    lambda r: r["spec_id"] == "38331" and r["component_type"] == "table"
-)
+print(section["body"])  # tables and figures are inlined
 
-# Load Rel-19
-specs_r19 = load_dataset("GSMA/3GPP", "rel-19-specs", split="38_series")
+# Filter by release
+rel19 = sections.filter(lambda r: r["release"] == "Rel-19")
 ```
 
 ## Configs
 
 | Config | Description | Row Granularity |
 |--------|-------------|----------------|
-| `rel-{N}-specs` | Full spec text + all images | One row per specification |
-| `rel-{N}-components` | Atomic sections, tables, figures | One row per component |
-| `metadata` | Lightweight catalog (no text/images) | One row per specification |
+| `specs` | Full spec text + all images | One row per specification |
+| `sections` | Self-contained sections (tables/figures inlined) | One row per section |
 
 ## Schema: specs
 
@@ -203,34 +130,31 @@ specs_r19 = load_dataset("GSMA/3GPP", "rel-19-specs", split="38_series")
 | `spec_number` | string | Dotted form, e.g. `38.331` |
 | `title` | string | Full title |
 | `spec_type` | string | `TS` or `TR` |
-| `release` | string | e.g. `Rel-18` |
+| `release` | string | `Rel-18` or `Rel-19` |
 | `text` | string | Full markdown content |
 | `text_chars` | int64 | Character count |
 | `images` | list[Image] | Extracted figures |
 | `image_names` | list[string] | Image filenames |
-| `image_hashes` | list[string] | MD5 hashes for deduplication |
+| `image_hashes` | list[string] | MD5 hashes |
 | `num_sections` | int32 | Section count |
 | `num_tables` | int32 | Table count |
 | `num_figures` | int32 | Figure count |
 
-## Schema: components
+## Schema: sections
 
 | Column | Type | Description |
 |--------|------|-------------|
 | `spec_id` | string | Parent specification |
-| `component_type` | string | `section`, `table`, or `figure` |
-| `clause` | string | Materialized path, e.g. `5.2.1` |
-| `title` | string | Heading or caption |
+| `release` | string | `Rel-18` or `Rel-19` |
+| `clause` | string | Section number, e.g. `5.2.1` |
+| `title` | string | Section heading |
 | `parent_clause` | string | Parent section, e.g. `5.2` |
 | `depth` | int32 | Heading depth (1-6) |
-| `body` | string | Markdown content |
+| `body` | string | Self-contained markdown (tables/figures inlined) |
 | `body_chars` | int32 | Character count |
 | `document_order` | int32 | Position within spec |
-| `image` | Image | Figure image (null for sections/tables) |
-| `image_hash` | string | MD5 hash of image |
-| `inline_image_hashes` | list[string] | Images referenced by sections |
-| `has_tables` | bool | References tables |
-| `has_figures` | bool | References figures |
+| `images` | list[Image] | Images referenced in this section |
+| `image_hashes` | list[string] | MD5 hashes of images |
 
 ## License
 

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