Add README.md

README.md

@@ -14,547 +14,86 @@ tags:
 - procedural
 - synthetic
 configs:
-- config_name: business_document_extraction
+- config_name: record_field_extraction
   data_files:
   - split: train
-    path: business_document_extraction/train-*
+    path: record_field_extraction/train-*.parquet
   - split: validation
-    path: business_document_extraction/validation-*
+    path: record_field_extraction/validation-*.parquet
   - split: test
-    path: business_document_extraction/test-*
-- config_name: conditional_list_extraction
+    path: record_field_extraction/test-*.parquet
+- config_name: state_update_extraction
   data_files:
   - split: train
-    path: conditional_list_extraction/train-*
+    path: state_update_extraction/train-*.parquet
   - split: validation
-    path: conditional_list_extraction/validation-*
+    path: state_update_extraction/validation-*.parquet
   - split: test
-    path: conditional_list_extraction/test-*
-- config_name: date_range_extraction
+    path: state_update_extraction/test-*.parquet
+- config_name: conditional_list_extraction
   data_files:
   - split: train
-    path: date_range_extraction/train-*
+    path: conditional_list_extraction/train-*.parquet
   - split: validation
-    path: date_range_extraction/validation-*
+    path: conditional_list_extraction/validation-*.parquet
   - split: test
-    path: date_range_extraction/test-*
-- config_name: html_extraction
+    path: conditional_list_extraction/test-*.parquet
+- config_name: log_query_extraction
   data_files:
   - split: train
-    path: html_extraction/train-*
+    path: log_query_extraction/train-*.parquet
   - split: validation
-    path: html_extraction/validation-*
+    path: log_query_extraction/validation-*.parquet
   - split: test
-    path: html_extraction/test-*
-- config_name: log_query_extraction
+    path: log_query_extraction/test-*.parquet
+- config_name: typed_mention_extraction
   data_files:
   - split: train
-    path: log_query_extraction/train-*
+    path: typed_mention_extraction/train-*.parquet
   - split: validation
-    path: log_query_extraction/validation-*
+    path: typed_mention_extraction/validation-*.parquet
   - split: test
-    path: log_query_extraction/test-*
-- config_name: nested_structure_extraction
+    path: typed_mention_extraction/test-*.parquet
+- config_name: business_document_extraction
   data_files:
   - split: train
-    path: nested_structure_extraction/train-*
+    path: business_document_extraction/train-*.parquet
   - split: validation
-    path: nested_structure_extraction/validation-*
+    path: business_document_extraction/validation-*.parquet
   - split: test
-    path: nested_structure_extraction/test-*
-- config_name: record_field_extraction
+    path: business_document_extraction/test-*.parquet
+- config_name: nested_structure_extraction
   data_files:
   - split: train
-    path: record_field_extraction/train-*
+    path: nested_structure_extraction/train-*.parquet
   - split: validation
-    path: record_field_extraction/validation-*
+    path: nested_structure_extraction/validation-*.parquet
   - split: test
-    path: record_field_extraction/test-*
-- config_name: spec_match_extraction
+    path: nested_structure_extraction/test-*.parquet
+- config_name: html_extraction
   data_files:
   - split: train
-    path: spec_match_extraction/train-*
+    path: html_extraction/train-*.parquet
   - split: validation
-    path: spec_match_extraction/validation-*
+    path: html_extraction/validation-*.parquet
   - split: test
-    path: spec_match_extraction/test-*
-- config_name: state_update_extraction
+    path: html_extraction/test-*.parquet
+- config_name: date_range_extraction
   data_files:
   - split: train
-    path: state_update_extraction/train-*
+    path: date_range_extraction/train-*.parquet
   - split: validation
-    path: state_update_extraction/validation-*
+    path: date_range_extraction/validation-*.parquet
   - split: test
-    path: state_update_extraction/test-*
-- config_name: typed_mention_extraction
+    path: date_range_extraction/test-*.parquet
+- config_name: spec_match_extraction
   data_files:
   - split: train
-    path: typed_mention_extraction/train-*
+    path: spec_match_extraction/train-*.parquet
   - split: validation
-    path: typed_mention_extraction/validation-*
+    path: spec_match_extraction/validation-*.parquet
   - split: test
-    path: typed_mention_extraction/test-*
-dataset_info:
-- config_name: business_document_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 16359203
-    num_examples: 10000
-  - name: validation
-    num_bytes: 818171
-    num_examples: 500
-  - name: test
-    num_bytes: 817144
-    num_examples: 500
-  download_size: 8320458
-  dataset_size: 17994518
-- config_name: conditional_list_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 13499820
-    num_examples: 10000
-  - name: validation
-    num_bytes: 668985
-    num_examples: 500
-  - name: test
-    num_bytes: 688874
-    num_examples: 500
-  download_size: 7759770
-  dataset_size: 14857679
-- config_name: date_range_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 18538139
-    num_examples: 10000
-  - name: validation
-    num_bytes: 952046
-    num_examples: 500
-  - name: test
-    num_bytes: 918981
-    num_examples: 500
-  download_size: 9822763
-  dataset_size: 20409166
-- config_name: html_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 25944175
-    num_examples: 10000
-  - name: validation
-    num_bytes: 1300906
-    num_examples: 500
-  - name: test
-    num_bytes: 1276293
-    num_examples: 500
-  download_size: 15178233
-  dataset_size: 28521374
-- config_name: log_query_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 19672746
-    num_examples: 10000
-  - name: validation
-    num_bytes: 970744
-    num_examples: 500
-  - name: test
-    num_bytes: 984359
-    num_examples: 500
-  download_size: 10270020
-  dataset_size: 21627849
-- config_name: nested_structure_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 24283302
-    num_examples: 10000
-  - name: validation
-    num_bytes: 1206511
-    num_examples: 500
-  - name: test
-    num_bytes: 1244639
-    num_examples: 500
-  download_size: 12703477
-  dataset_size: 26734452
-- config_name: record_field_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 9572177
-    num_examples: 10000
-  - name: validation
-    num_bytes: 498310
-    num_examples: 500
-  - name: test
-    num_bytes: 480353
-    num_examples: 500
-  download_size: 5400923
-  dataset_size: 10550840
-- config_name: spec_match_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 29666535
-    num_examples: 10000
-  - name: validation
-    num_bytes: 1499917
-    num_examples: 500
-  - name: test
-    num_bytes: 1465228
-    num_examples: 500
-  download_size: 15276721
-  dataset_size: 32631680
-- config_name: state_update_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 12818851
-    num_examples: 10000
-  - name: validation
-    num_bytes: 622506
-    num_examples: 500
-  - name: test
-    num_bytes: 640339
-    num_examples: 500
-  download_size: 7026141
-  dataset_size: 14081696
-- config_name: typed_mention_extraction
-  features:
-  - name: id
-    dtype: string
-  - name: source
-    dtype: string
-  - name: split
-    dtype: string
-  - name: state
-    dtype: string
-  - name: fields
-    list:
-    - name: name
-      dtype: string
-    - name: type
-      dtype: string
-    - name: instruction
-      dtype: string
-  - name: answers
-    list:
-    - name: 'null'
-      dtype: bool
-    - name: values
-      list:
-      - name: text
-        dtype: string
-      - name: start
-        dtype: int32
-      - name: end
-        dtype: int32
-  - name: metadata
-    dtype: string
-  - name: level
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 10837028
-    num_examples: 10000
-  - name: validation
-    num_bytes: 548523
-    num_examples: 500
-  - name: test
-    num_bytes: 552408
-    num_examples: 500
-  download_size: 7532131
-  dataset_size: 11937959
+    path: spec_match_extraction/test-*.parquet
 ---
 
 # procedural-extraction
@@ -566,7 +105,7 @@ so spans are exact and labels noise-free (each generator samples a latent struct
 a merged configuration tree or a DOM, and a solver computes the answer; independent readers of the rendered
 texts recompute every answer in reasoning-core's tests); nulls are earned (the text mentions a negated, proposed, former or
 other entity's value, not nothing). The tasks are generated by
-[reasoning-core](https://github.com/sileod/reasoning-core) (commit `6a3e925`, see
+[reasoning-core](https://github.com/sileod/reasoning-core) (commit `8676e4e`, see
 [provenance.json](provenance.json)) and are a procedural component of the `extraction` config of
 [tasksource-jev-typed-decisions](https://huggingface.co/datasets/tasksource/tasksource-jev-typed-decisions).
 
@@ -580,6 +119,8 @@ other entity's value, not nothing). The tasks are generated by
 | `business_document_extraction` | The value in force on a date in an invoice, purchase order, contract or insurance policy: numbered amendments override printed values and each other, dated windows, schedule references that chain, near-miss keys (subtotal vs total) |
 | `nested_structure_extraction` | Path, any-depth and predicate-filter queries on a JSON, YAML or XML configuration whose override layers deep-merge or replace whole blocks |
 | `html_extraction` | Fields of the main item in raw HTML: scope (nested and related item cards), visibility (hidden, template, struck prices), dt/dd, label-for, attributes and spec tables with rowspan/colspan |
+| `date_range_extraction` | Every invoice, shipment, contract or ticket whose date of one role (issued vs due) falls in a range, before/after a date, in a month or on a weekday, or the earliest/latest; dates ISO, worded, day/month or month/day numeric under a stated section convention, year-less under a stated year, or relative to another record |
+| `spec_match_extraction` | Every laptop, e-bike or monitor meeting conjunctive spec requirements, or the best such one; specs and thresholds in mixed exact units (g/kg, GB/TB, min/h, Wh/kWh, in/cm) and a stated number convention (1.234,5), near-miss products failing one requirement, unstated specs not qualifying |
 
 Levels 0 to 4 are drawn uniformly; `level` is a column. Mean per-field score by level (0 / 1 / 2 / 3 / 4):
 
@@ -593,6 +134,8 @@ Levels 0 to 4 are drawn uniformly; `level` is a column. Mean per-field score by
 | `business_document_extraction` | 10,000 | 500 | 500 | 0.90 / 0.91 / 0.90 / 0.84 / 0.80 | 0.82 / 0.53 / 0.56 / 0.44 / 0.43 |
 | `nested_structure_extraction` | 10,000 | 500 | 500 | 0.93 / 0.88 / 0.94 / 0.86 / 0.86 | 0.18 / 0.20 / 0.20 / 0.20 / 0.18 |
 | `html_extraction` | 10,000 | 500 | 500 | 0.98 / 0.96 / 0.94 / 0.98 / 0.90 | 0.35 / 0.31 / 0.30 / 0.27 / 0.39 |
+| `date_range_extraction` | 10,000 | 500 | 500 | 0.75 / 0.62 / 0.60 / 0.44 / 0.44 | 0.16 / 0.03 / 0.03 / 0.00 / 0.02 |
+| `spec_match_extraction` | 10,000 | 500 | 500 | 0.81 / 0.53 / 0.27 / 0.25 / 0.17 | 0.11 / 0.08 / 0.04 / 0.03 / 0.04 |
 
 ## Schema