Document procedural-typed-decisions configurations

README.md

@@ -14,1863 +14,158 @@ tags:
 - multi-question
 configs:
 - config_name: all
+  default: true
   data_files:
   - split: train
-    path: all/train-*
+    path: all/train-*.parquet
   - split: validation
-    path: all/validation-*
+    path: all/validation-*.parquet
   - split: test
-    path: all/test-*
+    path: all/test-*.parquet
 - config_name: arithmetic
   data_files:
   - split: train
-    path: arithmetic/train-*
+    path: arithmetic/train-*.parquet
   - split: validation
-    path: arithmetic/validation-*
+    path: arithmetic/validation-*.parquet
   - split: test
-    path: arithmetic/test-*
+    path: arithmetic/test-*.parquet
 - config_name: entity_belief_tracking
   data_files:
   - split: train
-    path: entity_belief_tracking/train-*
+    path: entity_belief_tracking/train-*.parquet
   - split: validation
-    path: entity_belief_tracking/validation-*
+    path: entity_belief_tracking/validation-*.parquet
   - split: test
-    path: entity_belief_tracking/test-*
+    path: entity_belief_tracking/test-*.parquet
 - config_name: event_state_reconstruction
   data_files:
   - split: train
-    path: event_state_reconstruction/train-*
+    path: event_state_reconstruction/train-*.parquet
   - split: validation
-    path: event_state_reconstruction/validation-*
+    path: event_state_reconstruction/validation-*.parquet
   - split: test
-    path: event_state_reconstruction/test-*
+    path: event_state_reconstruction/test-*.parquet
 - config_name: event_triggered_execution
   data_files:
   - split: train
-    path: event_triggered_execution/train-*
+    path: event_triggered_execution/train-*.parquet
   - split: validation
-    path: event_triggered_execution/validation-*
+    path: event_triggered_execution/validation-*.parquet
   - split: test
-    path: event_triggered_execution/test-*
+    path: event_triggered_execution/test-*.parquet
 - config_name: evidence_sufficiency
   data_files:
   - split: train
-    path: evidence_sufficiency/train-*
+    path: evidence_sufficiency/train-*.parquet
   - split: validation
-    path: evidence_sufficiency/validation-*
+    path: evidence_sufficiency/validation-*.parquet
   - split: test
-    path: evidence_sufficiency/test-*
+    path: evidence_sufficiency/test-*.parquet
 - config_name: goal_directed_planning
   data_files:
   - split: train
-    path: goal_directed_planning/train-*
+    path: goal_directed_planning/train-*.parquet
   - split: validation
-    path: goal_directed_planning/validation-*
+    path: goal_directed_planning/validation-*.parquet
   - split: test
-    path: goal_directed_planning/test-*
+    path: goal_directed_planning/test-*.parquet
 - config_name: graph_navigation
   data_files:
   - split: train
-    path: graph_navigation/train-*
+    path: graph_navigation/train-*.parquet
   - split: validation
-    path: graph_navigation/validation-*
+    path: graph_navigation/validation-*.parquet
   - split: test
-    path: graph_navigation/test-*
+    path: graph_navigation/test-*.parquet
 - config_name: instruction_execution
   data_files:
   - split: train
-    path: instruction_execution/train-*
+    path: instruction_execution/train-*.parquet
   - split: validation
-    path: instruction_execution/validation-*
+    path: instruction_execution/validation-*.parquet
   - split: test
-    path: instruction_execution/test-*
+    path: instruction_execution/test-*.parquet
 - config_name: multi_view_adjudication
   data_files:
   - split: train
-    path: multi_view_adjudication/train-*
+    path: multi_view_adjudication/train-*.parquet
   - split: validation
-    path: multi_view_adjudication/validation-*
+    path: multi_view_adjudication/validation-*.parquet
   - split: test
-    path: multi_view_adjudication/test-*
+    path: multi_view_adjudication/test-*.parquet
 - config_name: needle_retrieval
   data_files:
   - split: train
-    path: needle_retrieval/train-*
+    path: needle_retrieval/train-*.parquet
   - split: validation
-    path: needle_retrieval/validation-*
+    path: needle_retrieval/validation-*.parquet
   - split: test
-    path: needle_retrieval/test-*
+    path: needle_retrieval/test-*.parquet
 - config_name: partial_observation_calibration
   data_files:
   - split: train
-    path: partial_observation_calibration/train-*
+    path: partial_observation_calibration/train-*.parquet
   - split: validation
-    path: partial_observation_calibration/validation-*
+    path: partial_observation_calibration/validation-*.parquet
   - split: test
-    path: partial_observation_calibration/test-*
+    path: partial_observation_calibration/test-*.parquet
 - config_name: policy_applicability
   data_files:
   - split: train
-    path: policy_applicability/train-*
+    path: policy_applicability/train-*.parquet
   - split: validation
-    path: policy_applicability/validation-*
+    path: policy_applicability/validation-*.parquet
   - split: test
-    path: policy_applicability/test-*
+    path: policy_applicability/test-*.parquet
 - config_name: policy_under_uncertainty
   data_files:
   - split: train
-    path: policy_under_uncertainty/train-*
+    path: policy_under_uncertainty/train-*.parquet
   - split: validation
-    path: policy_under_uncertainty/validation-*
+    path: policy_under_uncertainty/validation-*.parquet
   - split: test
-    path: policy_under_uncertainty/test-*
+    path: policy_under_uncertainty/test-*.parquet
 - config_name: record_aggregation
   data_files:
   - split: train
-    path: record_aggregation/train-*
+    path: record_aggregation/train-*.parquet
   - split: validation
-    path: record_aggregation/validation-*
+    path: record_aggregation/validation-*.parquet
   - split: test
-    path: record_aggregation/test-*
+    path: record_aggregation/test-*.parquet
 - config_name: record_eligibility
   data_files:
   - split: train
-    path: record_eligibility/train-*
+    path: record_eligibility/train-*.parquet
   - split: validation
-    path: record_eligibility/validation-*
+    path: record_eligibility/validation-*.parquet
   - split: test
-    path: record_eligibility/test-*
+    path: record_eligibility/test-*.parquet
 - config_name: state_perturbation
   data_files:
   - split: train
-    path: state_perturbation/train-*
+    path: state_perturbation/train-*.parquet
   - split: validation
-    path: state_perturbation/validation-*
+    path: state_perturbation/validation-*.parquet
   - split: test
-    path: state_perturbation/test-*
+    path: state_perturbation/test-*.parquet
 - config_name: table_lookup
   data_files:
   - split: train
-    path: table_lookup/train-*
+    path: table_lookup/train-*.parquet
   - split: validation
-    path: table_lookup/validation-*
+    path: table_lookup/validation-*.parquet
   - split: test
-    path: table_lookup/test-*
+    path: table_lookup/test-*.parquet
 - config_name: taxonomy_routing
   data_files:
   - split: train
-    path: taxonomy_routing/train-*
+    path: taxonomy_routing/train-*.parquet
   - split: validation
-    path: taxonomy_routing/validation-*
+    path: taxonomy_routing/validation-*.parquet
   - split: test
-    path: taxonomy_routing/test-*
-dataset_info:
-- config_name: all
-  features:
-  - name: id
-    dtype: string
-  - name: task
-    dtype: string
-  - name: level
-    dtype: int64
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 1112290478
-    num_examples: 360000
-  - name: validation
-    num_bytes: 55619676
-    num_examples: 18000
-  - name: test
-    num_bytes: 55798986
-    num_examples: 18000
-  download_size: 291007076
-  dataset_size: 1223709140
-- config_name: arithmetic
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: final_balance
-    dtype: string
-  - name: lowest_day
-    dtype:
-      class_label:
-        names:
-          '0': day 6
-          '1': day 7
-          '2': day 12
-          '3': day 13
-          '4': day 15
-          '5': day 17
-          '6': day 19
-          '7': day 22
-          '8': day 23
-          '9': day 4
-          '10': day 16
-          '11': day 5
-          '12': day 9
-          '13': day 14
-          '14': day 21
-          '15': day 1
-          '16': day 2
-          '17': day 28
-          '18': day 8
-          '19': day 10
-          '20': day 11
-          '21': day 24
-          '22': day 18
-          '23': day 20
-          '24': day 25
-          '25': day 26
-          '26': day 3
-          '27': day 27
-  - name: net_change
-    dtype:
-      class_label:
-        names:
-          '0': Fell by more than 50.
-          '1': Changed by 50 or less.
-          '2': Rose by more than 50.
-  - name: random_is_deposit
-    dtype: float32
-  - name: went_negative
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: withdrawal_count
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': '9'
-  - name: amount_due
-    dtype: string
-  - name: largest_line
-    dtype:
-      class_label:
-        names:
-          '0': vase
-          '1': drill
-          '2': scarf
-          '3': lamp
-          '4': rope
-          '5': tent
-          '6': kettle
-          '7': mug
-          '8': chair
-          '9': clock
-  - name: lines_above
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': '9'
-  - name: random_line_bulk
-    dtype: float32
-  - name: within_budget
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: done_by_deadline
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: finish_time
-    dtype: string
-  - name: longest_task
-    dtype:
-      class_label:
-        names:
-          '0': email triage
-          '1': standup
-          '2': planning
-          '3': interviews
-          '4': design sync
-          '5': code review
-          '6': inventory check
-          '7': backup check
-          '8': client call
-          '9': report writing
-  - name: random_is_long
-    dtype: float32
-  - name: starts_before_noon
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': '9'
-  - name: budget_use
-    dtype:
-      class_label:
-        names:
-          '0': At most half of the budget.
-          '1': More than half of the budget, but within it.
-          '2': Over the budget.
-  splits:
-  - name: train
-    num_bytes: 39987789
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2002949
-    num_examples: 1000
-  - name: test
-    num_bytes: 1994811
-    num_examples: 1000
-  download_size: 7083154
-  dataset_size: 43985549
-- config_name: entity_belief_tracking
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: agent_belief_location
-    dtype:
-      class_label:
-        names:
-          '0': attic
-          '1': locker
-          '2': kitchen
-          '3': vault
-          '4': lab
-          '5': garage
-          '6': workshop
-          '7': shelf
-          '8': basement
-          '9': mailroom
-          '10': studio
-          '11': office
-          '12': desk
-          '13': cabinet
-          '14': archive
-          '15': drawer
-  - name: belief_matches_world
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: world_location
-    dtype:
-      class_label:
-        names:
-          '0': attic
-          '1': locker
-          '2': kitchen
-          '3': vault
-          '4': lab
-          '5': garage
-          '6': workshop
-          '7': shelf
-          '8': basement
-          '9': mailroom
-          '10': studio
-          '11': office
-          '12': desk
-          '13': cabinet
-          '14': archive
-          '15': drawer
-  - name: nested_belief_location
-    dtype:
-      class_label:
-        names:
-          '0': attic
-          '1': locker
-          '2': kitchen
-          '3': vault
-          '4': lab
-          '5': garage
-          '6': workshop
-          '7': shelf
-          '8': basement
-          '9': mailroom
-          '10': studio
-          '11': office
-          '12': desk
-          '13': cabinet
-          '14': archive
-          '15': drawer
-  splits:
-  - name: train
-    num_bytes: 61223177
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3054441
-    num_examples: 1000
-  - name: test
-    num_bytes: 3016871
-    num_examples: 1000
-  download_size: 8322578
-  dataset_size: 67294489
-- config_name: event_state_reconstruction
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: current_owner
-    dtype:
-      class_label:
-        names:
-          '0': alice
-          '1': bob
-          '2': carol
-          '3': unassigned
-  - name: current_severity
-    dtype:
-      class_label:
-        names:
-          '0': 'routine: Routine.'
-          '1': 'degraded: Degraded service requiring attention.'
-          '2': 'critical: Critical user-blocking incident.'
-  - name: is_open
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 36322239
-    num_examples: 20000
-  - name: validation
-    num_bytes: 1817679
-    num_examples: 1000
-  - name: test
-    num_bytes: 1802343
-    num_examples: 1000
-  download_size: 2639244
-  dataset_size: 39942261
-- config_name: event_triggered_execution
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: object_ever_targeted
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: object_final_state
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: rule_enabled_at_end
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: rule_on_signal
-    dtype:
-      class_label:
-        names:
-          '0': R1
-          '1': R2
-          '2': R3
-          '3': R4
-          '4': R5
-          '5': R6
-          '6': R7
-          '7': R8
-          '8': none
-  - name: total_firings
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  splits:
-  - name: train
-    num_bytes: 63028617
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3141331
-    num_examples: 1000
-  - name: test
-    num_bytes: 3141293
-    num_examples: 1000
-  download_size: 7047465
-  dataset_size: 69311241
-- config_name: evidence_sufficiency
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: claim_supported
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: has_conflict
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: strongest_support_origin
-    dtype:
-      class_label:
-        names:
-          '0': S1
-          '1': S2
-          '2': S3
-          '3': S4
-          '4': S5
-          '5': S6
-          '6': S7
-          '7': S8
-          '8': S9
-          '9': S10
-          '10': S11
-          '11': none
-  splits:
-  - name: train
-    num_bytes: 41373200
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2038194
-    num_examples: 1000
-  - name: test
-    num_bytes: 2048142
-    num_examples: 1000
-  download_size: 4446595
-  dataset_size: 45459536
-- config_name: goal_directed_planning
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: first_legal_action
-    dtype:
-      class_label:
-        names:
-          '0': S71
-          '1': S65
-          '2': S21
-          '3': S83
-          '4': S6
-          '5': S54
-          '6': S5
-          '7': S35
-          '8': S34
-          '9': S3
-          '10': S41
-          '11': S69
-          '12': none
-          '13': S23
-          '14': S74
-          '15': S79
-          '16': S50
-          '17': S80
-          '18': S88
-          '19': S67
-          '20': S76
-          '21': S89
-          '22': S33
-          '23': S49
-          '24': S26
-          '25': S60
-          '26': S82
-          '27': S68
-          '28': S73
-          '29': S51
-          '30': S20
-          '31': S31
-          '32': S87
-          '33': S12
-          '34': S2
-          '35': S85
-          '36': S13
-          '37': S52
-          '38': S77
-          '39': S1
-          '40': S57
-          '41': S11
-          '42': S28
-          '43': S22
-          '44': S43
-          '45': S9
-          '46': S63
-          '47': S81
-          '48': S29
-          '49': S56
-          '50': S42
-          '51': S27
-          '52': S36
-          '53': S16
-          '54': S19
-          '55': S10
-          '56': S47
-          '57': S66
-          '58': S64
-          '59': S38
-          '60': S14
-          '61': S48
-          '62': S62
-          '63': S44
-          '64': S25
-          '65': S32
-          '66': S7
-          '67': S75
-          '68': S24
-          '69': S58
-          '70': S72
-          '71': S53
-          '72': S86
-          '73': S17
-          '74': S40
-          '75': S84
-          '76': S4
-          '77': S46
-          '78': S15
-          '79': S55
-          '80': S37
-          '81': S61
-          '82': S39
-          '83': S45
-          '84': S70
-          '85': S8
-          '86': S59
-          '87': S78
-          '88': S18
-          '89': S30
-  - name: minimal_actions
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': 8 or more
-          '9': unreachable
-  - name: goal_reachable
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: probe_applicable
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: probe_optimal_first
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: probe_required
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 50541710
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2526591
-    num_examples: 1000
-  - name: test
-    num_bytes: 2517257
-    num_examples: 1000
-  download_size: 6122309
-  dataset_size: 55585558
-- config_name: graph_navigation
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: edge_essential
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: first_hop
-    dtype:
-      class_label:
-        names:
-          '0': N08
-          '1': N12
-          '2': N17
-          '3': N19
-          '4': N20
-          '5': N26
-          '6': N32
-          '7': N35
-          '8': N40
-          '9': N50
-          '10': N55
-          '11': N56
-          '12': N58
-          '13': N59
-          '14': N63
-          '15': none
-          '16': N16
-          '17': N42
-          '18': N57
-          '19': N30
-          '20': N44
-          '21': N66
-          '22': N27
-          '23': N28
-          '24': N47
-          '25': N49
-          '26': N64
-          '27': N70
-          '28': N10
-          '29': N23
-          '30': N33
-          '31': N46
-          '32': N54
-          '33': N62
-          '34': N18
-          '35': N29
-          '36': N31
-          '37': N34
-          '38': N45
-          '39': N52
-          '40': N41
-          '41': N67
-          '42': N21
-          '43': N25
-          '44': N09
-          '45': N36
-          '46': N39
-          '47': N43
-          '48': N53
-          '49': N65
-          '50': N68
-          '51': N22
-          '52': N24
-          '53': N38
-          '54': N48
-          '55': N05
-          '56': N07
-          '57': N11
-          '58': N51
-          '59': N04
-          '60': N15
-          '61': N37
-          '62': N61
-          '63': N60
-          '64': N69
-          '65': N13
-          '66': N06
-          '67': N03
-          '68': N14
-          '69': N02
-  - name: reachable
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: shortest_cost
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '7'
-          '2': '2'
-          '3': '10'
-          '4': '5'
-          '5': '3'
-          '6': '4'
-          '7': unreachable
-          '8': '9'
-          '9': '6'
-          '10': '1'
-          '11': '8'
-          '12': '11'
-          '13': '26'
-          '14': '27'
-          '15': '24'
-          '16': '23'
-          '17': '29'
-          '18': '22'
-          '19': '25'
-          '20': '32'
-          '21': '20'
-          '22': '18'
-          '23': '28'
-          '24': '31'
-          '25': '17'
-          '26': '12'
-          '27': '13'
-          '28': '16'
-          '29': '19'
-          '30': '14'
-          '31': '21'
-          '32': '15'
-          '33': '30'
-          '34': '46'
-          '35': '44'
-          '36': '48'
-          '37': '55'
-          '38': '52'
-          '39': '47'
-          '40': '45'
-          '41': '54'
-          '42': '49'
-          '43': '60'
-          '44': '50'
-          '45': '57'
-          '46': '41'
-          '47': '36'
-          '48': '40'
-          '49': '35'
-          '50': '43'
-          '51': '38'
-          '52': '33'
-          '53': '42'
-          '54': '39'
-          '55': '34'
-          '56': '37'
-          '57': '53'
-          '58': '56'
-          '59': '63'
-          '60': '51'
-          '61': '84'
-          '62': '75'
-          '63': '71'
-          '64': '81'
-          '65': '79'
-          '66': '74'
-          '67': '73'
-          '68': '76'
-          '69': '59'
-          '70': '61'
-          '71': '58'
-          '72': '64'
-          '73': '62'
-          '74': '68'
-          '75': '66'
-          '76': '69'
-          '77': '67'
-          '78': '65'
-          '79': '70'
-  - name: within_budget
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 59661269
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2924162
-    num_examples: 1000
-  - name: test
-    num_bytes: 3006892
-    num_examples: 1000
-  download_size: 11059136
-  dataset_size: 65592323
-- config_name: instruction_execution
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: changed_count
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  - name: deferred_registration
-    dtype:
-      class_label:
-        names:
-          '0': nothing
-          '1': one-time schedule
-          '2': recurring rule
-  - name: probe_final_state
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: resolution
-    dtype:
-      class_label:
-        names:
-          '0': execute
-          '1': partial
-          '2': blocked
-          '3': no_change
-          '4': clarify
-          '5': schedule
-          '6': rule
-          '7': query
-  - name: target_count
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  - name: probe_selected
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 82281875
-    num_examples: 20000
-  - name: validation
-    num_bytes: 4076377
-    num_examples: 1000
-  - name: test
-    num_bytes: 4181654
-    num_examples: 1000
-  download_size: 7387500
-  dataset_size: 90539906
-- config_name: multi_view_adjudication
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: intent
-    dtype:
-      class_label:
-        names:
-          '0': billing
-          '1': access
-          '2': technical
-          '3': other
-  - name: is_urgent
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: workflow_impact
-    dtype:
-      class_label:
-        names:
-          '0': No affected feature is down or slow.
-          '1': Some affected feature is down or slow, but no core feature is down
-            without a documented workaround.
-          '2': A core feature is down and has no documented workaround.
-  splits:
-  - name: train
-    num_bytes: 66125351
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3299329
-    num_examples: 1000
-  - name: test
-    num_bytes: 3302237
-    num_examples: 1000
-  download_size: 5468359
-  dataset_size: 72726917
-- config_name: needle_retrieval
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: value_of_id
-    dtype:
-      class_label:
-        names:
-          '0': Kobe
-          '1': Quito
-          '2': Sfax
-          '3': Lagos
-          '4': Hanoi
-          '5': Bergen
-          '6': Cuenca
-          '7': Hue
-          '8': Osaka
-          '9': Braga
-          '10': Oslo
-          '11': Perth
-          '12': Tunis
-          '13': Darwin
-          '14': Cusco
-          '15': Lima
-          '16': Accra
-          '17': Porto
-          '18': Thies
-          '19': Dakar
-  - name: id_has_value
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: id_listed
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 62609738
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3088499
-    num_examples: 1000
-  - name: test
-    num_bytes: 3362880
-    num_examples: 1000
-  download_size: 21569018
-  dataset_size: 69061117
-- config_name: partial_observation_calibration
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: incident_real
-    dtype: float32
-  splits:
-  - name: train
-    num_bytes: 19304804
-    num_examples: 20000
-  - name: validation
-    num_bytes: 1012673
-    num_examples: 1000
-  - name: test
-    num_bytes: 1015713
-    num_examples: 1000
-  download_size: 1420156
-  dataset_size: 21333190
-- config_name: policy_applicability
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: access_allowed
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: governing_policy
-    dtype:
-      class_label:
-        names:
-          '0': P1
-          '1': P2
-          '2': P3
-          '3': P4
-          '4': P5
-          '5': P6
-          '6': P7
-          '7': P8
-          '8': P9
-          '9': P10
-          '10': P11
-          '11': P12
-          '12': P13
-          '13': P14
-          '14': P15
-  - name: review_risk
-    dtype:
-      class_label:
-        names:
-          '0': The resource is not restricted and the matching policies agree on effect.
-          '1': The resource is restricted, but the governing policy allows it and
-            the matching policies agree on effect.
-          '2': The governing policy denies a restricted resource, or the matching
-            policies disagree on effect.
-  splits:
-  - name: train
-    num_bytes: 64138829
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3224235
-    num_examples: 1000
-  - name: test
-    num_bytes: 3246550
-    num_examples: 1000
-  download_size: 5213884
-  dataset_size: 70609614
-- config_name: policy_under_uncertainty
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: access_allowed
-    dtype: float32
-  - name: governing_policy
-    dtype:
-      class_label:
-        names:
-          '0': P1
-          '1': P2
-          '2': P3
-          '3': P4
-          '4': P5
-          '5': P6
-          '6': P7
-          '7': P8
-          '8': P9
-          '9': P10
-          '10': none (default deny)
-  - name: requester_role
-    dtype:
-      class_label:
-        names:
-          '0': analyst
-          '1': engineer
-          '2': manager
-  splits:
-  - name: train
-    num_bytes: 58948674
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2952598
-    num_examples: 1000
-  - name: test
-    num_bytes: 2957849
-    num_examples: 1000
-  download_size: 7189991
-  dataset_size: 64859121
-- config_name: record_aggregation
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: any_out_of_stock
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: count_in_category
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  - name: largest_quantity
-    dtype:
-      class_label:
-        names:
-          '0': red vase
-          '1': gray chair
-          '2': orange scarf
-          '3': red kettle
-          '4': black scarf
-          '5': purple chair
-          '6': blue drill
-          '7': orange tent
-          '8': green rope
-          '9': purple rope
-          '10': blue chair
-          '11': brown clock
-          '12': white clock
-          '13': orange drill
-          '14': yellow vase
-          '15': black chair
-          '16': black lamp
-          '17': gray clock
-          '18': yellow clock
-          '19': orange chair
-          '20': green clock
-          '21': white chair
-          '22': gray tent
-          '23': gray lamp
-          '24': orange lamp
-          '25': green tent
-          '26': brown rope
-          '27': orange rope
-          '28': green chair
-          '29': blue lamp
-          '30': yellow lamp
-          '31': yellow scarf
-          '32': gray mug
-          '33': black tent
-          '34': purple scarf
-          '35': yellow drill
-          '36': green scarf
-          '37': white scarf
-          '38': yellow mug
-          '39': blue scarf
-          '40': red rope
-          '41': red lamp
-          '42': green lamp
-          '43': white vase
-          '44': brown tent
-          '45': red clock
-          '46': orange vase
-          '47': purple clock
-          '48': brown kettle
-          '49': black vase
-          '50': red mug
-          '51': green mug
-          '52': blue tent
-          '53': black mug
-          '54': black kettle
-          '55': gray kettle
-          '56': white mug
-          '57': blue clock
-          '58': green vase
-          '59': purple drill
-          '60': brown scarf
-          '61': purple vase
-          '62': orange mug
-          '63': orange clock
-          '64': gray drill
-          '65': black drill
-          '66': white tent
-          '67': red drill
-          '68': white lamp
-          '69': purple lamp
-          '70': brown drill
-          '71': gray scarf
-          '72': yellow rope
-          '73': orange kettle
-          '74': purple tent
-          '75': blue kettle
-          '76': green kettle
-          '77': black clock
-          '78': brown lamp
-          '79': blue rope
-          '80': red scarf
-          '81': brown chair
-          '82': yellow chair
-          '83': brown vase
-          '84': purple kettle
-          '85': blue vase
-          '86': red tent
-          '87': blue mug
-          '88': red chair
-          '89': yellow kettle
-          '90': white drill
-          '91': white rope
-          '92': white kettle
-          '93': yellow tent
-          '94': black rope
-          '95': gray rope
-          '96': green drill
-          '97': gray vase
-          '98': brown mug
-          '99': purple mug
-  - name: total_above
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: count_filtered
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  splits:
-  - name: train
-    num_bytes: 59117478
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2900157
-    num_examples: 1000
-  - name: test
-    num_bytes: 2989154
-    num_examples: 1000
-  download_size: 10870811
-  dataset_size: 65006789
-- config_name: record_eligibility
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: decisive_constraint
-    dtype:
-      class_label:
-        names:
-          '0': C1
-          '1': C2
-          '2': C3
-          '3': C4
-          '4': C5
-          '5': C6
-          '6': none
-  - name: eligible_count
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': 9 or more
-  - name: eligible_if_relaxed
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: first_eligible
-    dtype:
-      class_label:
-        names:
-          '0': R27
-          '1': R11
-          '2': R13
-          '3': R9
-          '4': R26
-          '5': R7
-          '6': R17
-          '7': R23
-          '8': R14
-          '9': R3
-          '10': R5
-          '11': R15
-          '12': R21
-          '13': R2
-          '14': R18
-          '15': R24
-          '16': R4
-          '17': R1
-          '18': R19
-          '19': R20
-          '20': R6
-          '21': R16
-          '22': R12
-          '23': R22
-          '24': R8
-          '25': R10
-          '26': R25
-          '27': none
-  - name: probe_eligibility
-    dtype:
-      class_label:
-        names:
-          '0': eligible
-          '1': ineligible
-          '2': undetermined
-  - name: probe_fully_eligible
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: requirement_status
-    dtype:
-      class_label:
-        names:
-          '0': met
-          '1': violated
-          '2': unknown
-  splits:
-  - name: train
-    num_bytes: 156770657
-    num_examples: 20000
-  - name: validation
-    num_bytes: 7888228
-    num_examples: 1000
-  - name: test
-    num_bytes: 7539958
-    num_examples: 1000
-  download_size: 25109247
-  dataset_size: 172198843
-- config_name: state_perturbation
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: changed_dimension
-    dtype:
-      class_label:
-        names:
-          '0': authorization
-          '1': status
-          '2': financial
-          '3': ownership
-          '4': none
-  - name: material_change
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: risk_direction
-    dtype:
-      class_label:
-        names:
-          '0': Lower operational risk than before.
-          '1': No material risk change.
-          '2': Higher operational risk than before.
-  splits:
-  - name: train
-    num_bytes: 64786941
-    num_examples: 20000
-  - name: validation
-    num_bytes: 3313499
-    num_examples: 1000
-  - name: test
-    num_bytes: 3274574
-    num_examples: 1000
-  download_size: 5690981
-  dataset_size: 71375014
-- config_name: table_lookup
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: count_matching
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-          '5': '5'
-          '6': '6'
-          '7': '7'
-          '8': '8'
-          '9': '9'
-  - name: find_person
-    dtype:
-      class_label:
-        names:
-          '0': Tariq
-          '1': Kofi
-          '2': Amir
-          '3': Chloe
-          '4': Priya
-          '5': Zoe
-          '6': Mei
-          '7': Lena
-          '8': Jonas
-          '9': Ada
-          '10': Quinn
-          '11': Elif
-          '12': Lucia
-          '13': Rosa
-          '14': Ximena
-          '15': Yusuf
-          '16': Malik
-          '17': Farah
-          '18': Emeka
-          '19': Ivy
-          '20': Gil
-          '21': Ines
-          '22': Freya
-          '23': Jae
-          '24': Kenji
-          '25': Carlos
-          '26': Omar
-          '27': Dara
-          '28': Nora
-          '29': Viktor
-          '30': Hana
-          '31': Wen
-          '32': Hugo
-          '33': Sven
-          '34': Dmitri
-          '35': Goran
-          '36': Uma
-          '37': Bruno
-          '38': Bea
-          '39': Nils
-  - name: manager_of
-    dtype:
-      class_label:
-        names:
-          '0': Priya
-          '1': Uma
-          '2': Amir
-          '3': Chloe
-          '4': Omar
-          '5': Kofi
-          '6': Zoe
-          '7': Dmitri
-          '8': Elif
-          '9': Ada
-          '10': Nils
-          '11': Sven
-          '12': Lucia
-          '13': Ximena
-          '14': Ines
-          '15': Jae
-          '16': Yusuf
-          '17': Ivy
-          '18': Dara
-          '19': Nora
-          '20': Lena
-          '21': Quinn
-          '22': Hugo
-          '23': Carlos
-          '24': Goran
-          '25': Wen
-          '26': Tariq
-          '27': Freya
-          '28': Emeka
-          '29': Viktor
-          '30': Bruno
-          '31': Kenji
-          '32': Malik
-          '33': Jonas
-          '34': Bea
-          '35': Mei
-          '36': Rosa
-          '37': Hana
-          '38': Gil
-          '39': Farah
-  - name: started_before
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  splits:
-  - name: train
-    num_bytes: 49964496
-    num_examples: 20000
-  - name: validation
-    num_bytes: 2498554
-    num_examples: 1000
-  - name: test
-    num_bytes: 2494998
-    num_examples: 1000
-  download_size: 10842649
-  dataset_size: 54958048
-- config_name: taxonomy_routing
-  features:
-  - name: id
-    dtype: string
-  - name: level
-    dtype: int32
-  - name: state
-    dtype: string
-  - name: questions
-    dtype: string
-  - name: answers
-    dtype: string
-  - name: belongs_to
-    dtype:
-      class_label:
-        names:
-          '0': 'false'
-          '1': 'true'
-  - name: conditions_met
-    dtype:
-      class_label:
-        names:
-          '0': '0'
-          '1': '1'
-          '2': '2'
-          '3': '3'
-          '4': '4'
-  - name: route
-    dtype:
-      class_label:
-        names:
-          '0': partners/desk-a
-          '1': security/desk-b
-          '2': security/specialists
-          '3': security/priority
-          '4': software/desk-b
-          '5': software/specialists
-          '6': shipping/intake
-          '7': partners/desk-b
-          '8': partners/priority
-          '9': hardware/backlog
-          '10': security/backlog
-          '11': returns/escalations
-          '12': billing/specialists
-          '13': shipping/specialists
-          '14': compliance/backlog
-          '15': hardware/review
-          '16': hardware/desk-a
-          '17': hardware/priority
-          '18': accounts/specialists
-          '19': billing/backlog
-          '20': returns/desk-a
-          '21': accounts/priority
-          '22': compliance/desk-a
-          '23': billing/review
-          '24': compliance/review
-          '25': software/backlog
-          '26': onboarding/escalations
-          '27': returns/review
-          '28': accounts/desk-a
-          '29': hardware/escalations
-          '30': returns/specialists
-          '31': compliance/specialists
-          '32': software/desk-a
-          '33': accounts/intake
-          '34': onboarding/backlog
-          '35': hardware/intake
-          '36': compliance/priority
-          '37': software/escalations
-          '38': accounts/backlog
-          '39': billing/desk-a
-          '40': shipping/desk-a
-          '41': shipping/priority
-          '42': returns/desk-b
-          '43': shipping/review
-          '44': accounts/desk-b
-          '45': hardware/desk-b
-          '46': partners/backlog
-          '47': software/priority
-          '48': software/intake
-          '49': software/review
-          '50': security/escalations
-          '51': billing/intake
-          '52': returns/priority
-          '53': returns/intake
-          '54': billing/escalations
-          '55': shipping/escalations
-          '56': onboarding/intake
-          '57': compliance/desk-b
-          '58': onboarding/priority
-          '59': hardware/specialists
-          '60': onboarding/desk-b
-          '61': security/intake
-          '62': partners/specialists
-          '63': billing/desk-b
-          '64': shipping/backlog
-          '65': onboarding/specialists
-          '66': accounts/escalations
-          '67': security/desk-a
-          '68': partners/escalations
-          '69': billing/priority
-          '70': onboarding/review
-          '71': accounts/review
-          '72': onboarding/desk-a
-          '73': compliance/intake
-          '74': compliance/escalations
-          '75': partners/review
-          '76': returns/backlog
-          '77': shipping/desk-b
-          '78': partners/intake
-          '79': security/review
-  splits:
-  - name: train
-    num_bytes: 79075935
-    num_examples: 20000
-  - name: validation
-    num_bytes: 4008740
-    num_examples: 1000
-  - name: test
-    num_bytes: 4054326
-    num_examples: 1000
-  download_size: 16239705
-  dataset_size: 87139001
+    path: taxonomy_routing/test-*.parquet
 ---
 
 # procedural-typed-decisions
@@ -1884,6 +179,10 @@ Every answer is computed exactly from the state by rules that the state
 itself spells out, so the labels are noise-free. No yes/no or choice label exceeds 60% of a question's answers: yes/no questions are at most a third of a task's questions. A state skips a question whose answer, or whose yes/no format, is already over-represented, so states ask varying subsets of their task's questions. Several configs vary the number of options
 (4 to 60), to balance the binary and 4–6-option questions that dominate the rest of Jev.
 
+The generators are the Jev tasks of [reasoning-core](https://github.com/sileod/reasoning-core)
+(`reasoning_core/tasks/jev/`; `arithmetic` is `practical_arithmetic` there and `evidence_sufficiency` is
+`claim_support`); [provenance.json](provenance.json) records the commit and task versions.
+
 This is an independent dataset. It is not an official TypeSafe Jev dataset and
 is not produced by or affiliated with TypeSafe or OpenJev.
 
@@ -1939,7 +238,10 @@ Level 0 is meant to be easy for a strong decision model and level 4 hard. The
 table gives Jev's chance-adjusted accuracy, kappa = (accuracy − chance) /
 (1 − chance), on 40 fresh states per level (every question of each state;
 `typesafe/jev-1.13-20260917`, September 2026; `jev-latest`, October 2026, for `event_triggered_execution`,
-`goal_directed_planning`, `graph_navigation`, `instruction_execution`, `partial_observation_calibration` and `record_eligibility`, 30–40 states per level). 1 is perfect, 0 is chance.
+`goal_directed_planning`, `graph_navigation`, `instruction_execution`, `partial_observation_calibration` and `record_eligibility`, 30–40 states per level). 1 is perfect, 0 is chance. It was measured before the
+generators moved to reasoning-core: five configs generate identical states there (`event_triggered_execution`,
+`goal_directed_planning`, `graph_navigation`, `instruction_execution`, `record_eligibility`), the others keep their
+rules and levels with revised renderings and sampling.
 
 | config | level 0 | 1 | 2 | 3 | 4 |
 |---|---|---|---|---|---|
@@ -1988,17 +290,16 @@ The same rows are included, grouped by state, in
 ## Reproduction
 
 Generation is deterministic (row `i` of a split is seeded by `task:split:i`).
-From a [tasksource](https://github.com/sileod/tasksource) checkout:
+From a [tasksource](https://github.com/sileod/tasksource) checkout, with the reasoning-core commit of
+[provenance.json](provenance.json) installed:
 
 ```bash
 PYTHONPATH=.:src python scripts/build_procedural_jev.py --output build/procedural-typed-decisions --upload
 ```
 
-Generators live in `src/tasksource/jev/procedural/`.
-
 ## Citation
 
-Generated with [tasksource](https://github.com/sileod/tasksource); please cite:
+If you use tasksource, its standardized task annotations, or datasets derived from them in published research, please cite the tasksource paper (Sileo, LREC-COLING 2024).
 
 ```bibtex
 @inproceedings{sileo-2024-tasksource,
@@ -2010,6 +311,7 @@ Generated with [tasksource](https://github.com/sileod/tasksource); please cite:
     address = "Torino, Italia",
     publisher = "ELRA and ICCL",
     url = "https://aclanthology.org/2024.lrec-main.1361",
+    doi = "10.63317/2h4pkr685mkq",
     pages = "15655--15684",
 }
 ```