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error
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called_tools
listlengths
2
7
all_five_tools
bool
1 class
safety
dict
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7
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dict
strong-sft
drift_compound_732b0fcdba7d6395
disney
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "get_schema", "get_metadata", "get_metadata", "get_metadata", "get_metadata" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 342, "prompt_tokens": 9035, "sql_executions": 1, "tool_calls": 7 }
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{ "classification": { "invalid_tools": [ "get_metadata" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, ...
strong-sft
drift_compound_75e2144e20dcc95b
european_football_1
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "get_schema", "get_column_info", "get_column_info", "get_column_info", "get_column_info" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 389, "prompt_tokens": 8864, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_column_info" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, ...
strong-sft
drift_compound_790c923db2396221
shakespeare
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 371, "prompt_tokens": 9544, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_8abf5bd053e2e93c
legislator
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge_description", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 368, "prompt_tokens": 8464, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_description" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required":...
strong-sft
drift_compound_8abf5bd053e2e93c
legislator
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 348, "prompt_tokens": 8404, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_compound_8abf5bd053e2e93c
legislator
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 342, "prompt_tokens": 8365, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_compound_8abf5bd053e2e93c
legislator
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask-user", "ask-user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 345, "prompt_tokens": 8413, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask-user" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask-user" ], "exact_ask_count": 1, "r...
strong-sft
drift_compound_8f168b55bea54937
legislator
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 385, "prompt_tokens": 9034, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }...
strong-sft
drift_compound_9114f2887fe8b949
restaurant
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "ask-user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 365, "prompt_tokens": 8862, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask-user" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask-user" ], "exact_ask_count": 1, "r...
strong-sft
drift_compound_9114f2887fe8b949
restaurant
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 340, "prompt_tokens": 9136, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_9d0501316ca7a0ff
movie_3
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 462, "prompt_tokens": 9574, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_9d0501316ca7a0ff
movie_3
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 436, "prompt_tokens": 9554, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_a613ed178fbba0fc
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 497, "prompt_tokens": 9394, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_a613ed178fbba0fc
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 612, "prompt_tokens": 9599, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_compound_a613ed178fbba0fc
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
submitted
SELECT SUM((T1.Sales / (1 - T1.Discount)) * T1.Quantity - T1.Profit) AS cost FROM source_east_superstore AS T1 INNER JOIN people AS T2 ON T1.Client ID = T2.Client ID INNER JOIN product AS T3 ON T1.Product ID = T3.Product ID AND T1.Region = T3.Region WHERE T1.Region = 'East' AND T2.`Customer Name` = 'Brad Thomas' AND st...
false
false
OperationalError: near "ID": syntax error
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 589, "prompt_tokens": 9401, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "wrong_submit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_c24e89ce409c697f
movies_4
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 374, "prompt_tokens": 9530, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_d8c2e4f918417915
professional_basketball
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 231, "prompt_tokens": 5826, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_compound_da43980304d3166a
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_question", "ask_question" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 320, "prompt_tokens": 8277, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_question" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_compound_da43980304d3166a
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 322, "prompt_tokens": 8275, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true,...
strong-sft
drift_compound_da43980304d3166a
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge_term", "get_knowledge_term" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 354, "prompt_tokens": 8336, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_term" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_compound_da43980304d3166a
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema", "execute_sql", "get_schema_version" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 358, "prompt_tokens": 8517, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, ...
strong-sft
drift_compound_da43980304d3166a
superstore
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_schema", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 379, "prompt_tokens": 8224, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ...
strong-sft
drift_compound_e24e7d1c8f1cedea
restaurant
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 380, "prompt_tokens": 9451, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_e24e7d1c8f1cedea
restaurant
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 370, "prompt_tokens": 9456, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_f430d4422720cb61
movies_4
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 376, "prompt_tokens": 9453, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_compound_f430d4422720cb61
movies_4
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 379, "prompt_tokens": 9445, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_fa2ffd877100b56e
mondial_geo
driftsql/p6/general/compound/compound/schema_only
compound
hard
compound
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 573, "prompt_tokens": 11003, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "compound_recovery", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...
strong-sft
drift_compound_fc49872efdbeefb5
movies_4
driftsql/p6/general/compound/compound/must_ask
compound
hard
compound
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 247, "prompt_tokens": 5767, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "compound_recovery", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post...
strong-sft
drift_tabrename_2395fc80c75355b9
regional_sales
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 346, "prompt_tokens": 7963, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "as...
strong-sft
drift_tabrename_2395fc80c75355b9
regional_sales
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 315, "prompt_tokens": 7746, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_tabrename_2584688aeb766295
video_games
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
hard
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 237, "prompt_tokens": 5559, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_tabrename_6425cf89ec03baa6
regional_sales
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_schema", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 387, "prompt_tokens": 8057, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_tabrename_6425cf89ec03baa6
regional_sales
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "inspect_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 385, "prompt_tokens": 8280, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "as...
strong-sft
drift_tabrename_c56dc1831d1d1755
legislator
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 339, "prompt_tokens": 7664, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_tabrename_c56dc1831d1d1755
legislator
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "execute_sql", "get_schema" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 320, "prompt_tokens": 7760, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff":...
strong-sft
drift_tabrename_c56dc1831d1d1755
legislator
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_expert", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 349, "prompt_tokens": 7652, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_expert" ], "labels": [ "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_...
strong-sft
drift_tabrename_ed8b9ffb11b4b4ac
polar
driftsql/p6/general/atomic/rename_table/must_ask
rename_table
easy
atomic
must_ask
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 241, "prompt_tokens": 5812, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_failed" ] }, "post_diff": { "actual_nex...
strong-sft
drift_coladd_0999bde447712019
retail_world
driftsql/p6/general/compound/add_column/knowledge_only
add_column
hard
compound
knowledge_only
silent_result_mismatch
submitted
SELECT * FROM "Customers" AS lhs CROSS JOIN "OrderDetails" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 13 OFFSET 3
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 272, "prompt_tokens": 7884, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [] }, "post_diff": { "actual_next_tool": ...
strong-sft
drift_coladd_0999bde447712019
retail_world
driftsql/p6/general/compound/add_column/knowledge_only
add_column
hard
compound
knowledge_only
silent_result_mismatch
submitted
SELECT * FROM "Customers" AS lhs CROSS JOIN "OrderDetails" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 13 OFFSET 3
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 265, "prompt_tokens": 7868, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [] }, "post_diff": { "actual_next_tool": ...
strong-sft
drift_coladd_150310ac66747fdd
books
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM cust_order WHERE DATE(order_date) < '2021-07-14' OR (DATE(order_date) = '2021-07-14' AND TIME(order_date) > '10:47:19') OR (DATE(order_date) = '2021-07-14' AND TIME(order_date) = '10:47:19' AND order_id < 10)
true
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 570, "prompt_tokens": 9609, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "wrong_submit", "invalid_tool_alias" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ ...
strong-sft
drift_coladd_3ed7e74cc513a50e
shakespeare
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT lhs.*, rhs.* FROM "works" AS lhs CROSS JOIN "chapters" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 12 OFFSET 2
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_trace_id", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 347, "prompt_tokens": 10069, "sql_executions": 2, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_trace_id" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit", "invalid_tool_alias" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": tr...
strong-sft
drift_coladd_5259672f9a02b42b
shakespeare
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT lhs.*, rhs.* FROM "works" AS lhs CROSS JOIN "chapters" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 16 OFFSET 0
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 267, "prompt_tokens": 7699, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_coladd_5259672f9a02b42b
shakespeare
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT lhs.*, rhs.* FROM "works" AS lhs CROSS JOIN "chapters" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 16 OFFSET 0
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 266, "prompt_tokens": 7696, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_coladd_5259672f9a02b42b
shakespeare
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT lhs.*, rhs.* FROM "works" AS lhs CROSS JOIN "chapters" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 16 OFFSET 0
true
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "execute_read_only_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 6, "new_tokens": 352, "prompt_tokens": 10621, "sql_executions": 2, "tool_calls": 6 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "execute_read_only_sql", "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit", "invalid_tool_alias" ], "must_ask": { "aliases": [], "exact_as...
strong-sft
drift_coladd_597e864c0042a827
hockey
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT * FROM "TeamsHalf" AS lhs CROSS JOIN "SeriesPost" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 13 OFFSET 3
true
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 4, "new_tokens": 252, "prompt_tokens": 7409, "sql_executions": 2, "tool_calls": 4 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_coladd_73a7439434a69b07
retail_world
driftsql/p6/general/atomic/add_column/must_ask
add_column
easy
atomic
must_ask
silent_result_mismatch
submitted
SELECT * FROM "Categories" ORDER BY rowid LIMIT 18 OFFSET 2
true
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 4, "new_tokens": 193, "prompt_tokens": 4691, "sql_executions": 2, "tool_calls": 4 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted" ] }, "post_d...
strong-sft
drift_coladd_8cc929409da9e94c
movie_3
driftsql/p6/general/compound/add_column/knowledge_only
add_column
hard
compound
knowledge_only
silent_result_mismatch
submitted
SELECT * FROM "film_text" AS lhs CROSS JOIN "country" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 17 OFFSET 1
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 286, "prompt_tokens": 7948, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [] }, "post_diff": { "actual_next_tool": ...
strong-sft
drift_coladd_917cf6d6f42a6483
music_tracker
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT * FROM "tags" AS lhs CROSS JOIN "torrents" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 13 OFFSET 3
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 265, "prompt_tokens": 7840, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_coladd_a3e54ae9804239d3
restaurant
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT * FROM "generalinfo" AS lhs CROSS JOIN "location" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 17 OFFSET 1
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 286, "prompt_tokens": 7513, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_coladd_bb7b94dfc3299128
craftbeer
driftsql/p6/general/compound/add_column/must_ask
add_column
hard
compound
must_ask
silent_result_mismatch
submitted
SELECT * FROM "beers" AS lhs CROSS JOIN "breweries" AS rhs ORDER BY lhs.rowid, rhs.rowid LIMIT 13 OFFSET 3
true
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 268, "prompt_tokens": 7873, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "compound_recovery", "wrong_submit" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": true, "subtypes": [ "required_ask_omitted"...
strong-sft
drift_colrename_03ffa4f66a5af488
human_resources
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "execute_sql", "inspect_schema", "execute_sql" ]
false
{ "duplicate_executions": 3, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 557, "prompt_tokens": 10822, "sql_executions": 4, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": tr...
strong-sft
drift_colrename_07be748bd6a82173
car_retails
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "get_schema_version", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 411, "prompt_tokens": 9400, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_fail...
strong-sft
drift_colrename_08ff3e1b3eb6139c
disney
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 380, "prompt_tokens": 9286, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_colrename_08ff3e1b3eb6139c
disney
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema_version", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 411, "prompt_tokens": 9661, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requi...
strong-sft
drift_colrename_08ff3e1b3eb6139c
disney
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "get_knowledge_definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 368, "prompt_tokens": 9260, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [...
strong-sft
drift_colrename_08ff3e1b3eb6139c
disney
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "inspect_schema Diff", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 375, "prompt_tokens": 9569, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtype...
strong-sft
drift_colrename_0bedcd90209f60ed
car_retails
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 446, "prompt_tokens": 9906, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_colrename_0ff4fb391f87679d
cs_semester
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
medium
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 359, "prompt_tokens": 9060, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_colrename_0ff4fb391f87679d
cs_semester
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
medium
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 390, "prompt_tokens": 9113, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requi...
strong-sft
drift_colrename_1cf57ea53c7374d9
shooting
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema", "inspect_schema_diff", "execute_sql", "inspect_schema Diff", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 388, "prompt_tokens": 9901, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required...
strong-sft
drift_colrename_1cf57ea53c7374d9
shooting
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 383, "prompt_tokens": 9373, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_fail...
strong-sft
drift_colrename_1cf57ea53c7374d9
shooting
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 454, "prompt_tokens": 10045, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_colrename_1ea38ca6531c7580
shakespeare
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "inspect_schema", "inspect_schema", "inspect_schema", "inspect_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 325, "prompt_tokens": 8598, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [...
strong-sft
drift_colrename_1ea38ca6531c7580
shakespeare
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "ask_knowledge_curator", "ask_knowledge_curator", "ask_knowledge_curator" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 299, "prompt_tokens": 7340, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_knowledge_curator" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requir...
strong-sft
drift_colrename_1f11007c4a68e41e
vaccine
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "ask_user", "get_knowledge_definition", "ask-user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 444, "prompt_tokens": 9535, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask-user" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [ "ask-user" ], "exact_ask_count": 1, ...
strong-sft
drift_colrename_1f11007c4a68e41e
vaccine
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "inspect_schema", "inspect_schema", "inspect_schema", "inspect_schema", "inspect_schema" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 397, "prompt_tokens": 10635, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": tr...
strong-sft
drift_colrename_22d607c8728935a0
shakespeare
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 343, "prompt_tokens": 8892, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_fail...
strong-sft
drift_colrename_2758b0f9d323e447
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "get_current_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 423, "prompt_tokens": 9837, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_current_version", "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exac...
strong-sft
drift_colrename_2758b0f9d323e447
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_change", "inspect_schema_change" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 442, "prompt_tokens": 9822, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requir...
strong-sft
drift_colrename_2758b0f9d323e447
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_change", "get_active_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 408, "prompt_tokens": 9804, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_active_version", "inspect_schema_change" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_...
strong-sft
drift_colrename_2758b0f9d323e447
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
submitted
SELECT T4.first_name, T4.last_name FROM country AS T1 INNER JOIN city AS T2 ON T1.country_id = T2.country_id INNER JOIN address AS T3 ON T2.city_id = T3.city_id INNER JOIN customer AS T4 ON T3.location_id = T4.location_id WHERE T1.country = 'India'
false
false
OperationalError: no such column: T4.location_id
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "submit_solution" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 471, "prompt_tokens": 9858, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "wrong_submit", "invalid_tool_alias", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": ...
strong-sft
drift_colrename_2758b0f9d323e447
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "get_db_schema_version", "get_db_schema_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 409, "prompt_tokens": 9808, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_db_schema_version" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requir...
strong-sft
drift_colrename_2958a6c3d8ee5be7
alien
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "inspect_schema Diff", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 403, "prompt_tokens": 10088, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtype...
strong-sft
drift_colrename_2958a6c3d8ee5be7
alien
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "ask_user", "get_knowledge_definition", "execute_sql" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 450, "prompt_tokens": 10228, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": fa...
strong-sft
drift_colrename_296a1c3c8f7ad079
movie_3
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 393, "prompt_tokens": 9089, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requi...
strong-sft
drift_colrename_2f8088da32ab55ff
european_football_1
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 242, "prompt_tokens": 5762, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_...
strong-sft
drift_colrename_3b0d75fde6853c96
hockey
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema", "inspect_schema_diff", "execute_sql", "inspect_schema Diff", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 364, "prompt_tokens": 9994, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtype...
strong-sft
drift_colrename_429ee372f607dbff
legislator
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "inspect_schema Diff", "inspect_schema Diff" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 400, "prompt_tokens": 9145, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema Diff" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required...
strong-sft
drift_colrename_429ee372f607dbff
legislator
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 405, "prompt_tokens": 9567, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ...
strong-sft
drift_colrename_4bbcba8d8a59f5ed
movie_3
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
hard
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge_synonyms", "get_knowledge_synonyms" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 372, "prompt_tokens": 8768, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_synonyms" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requi...
strong-sft
drift_colrename_5b974d52c6d8a4bb
shakespeare
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 346, "prompt_tokens": 8545, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_fail...
strong-sft
drift_colrename_5b974d52c6d8a4bb
shakespeare
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 333, "prompt_tokens": 8504, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": true, "subtypes": [ "asked_but_recovery_fail...
strong-sft
drift_colrename_6ac89b16f2f97b5b
law_episode
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 371, "prompt_tokens": 9105, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requi...
strong-sft
drift_colrename_6fd05b3dee10a12d
car_retails
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
medium
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "get_knowledge_definitions", "get_knowledge_definitions" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 305, "prompt_tokens": 7775, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_definitions" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "re...
strong-sft
drift_colrename_6fd05b3dee10a12d
car_retails
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
medium
atomic
schema_only
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 208, "prompt_tokens": 5168, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_...
strong-sft
drift_colrename_7531cac2aacd0aa7
car_retails
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
hard
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_change", "execute_sql" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 550, "prompt_tokens": 10294, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subty...
strong-sft
drift_colrename_7531cac2aacd0aa7
car_retails
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
hard
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "get_knowledge_definition" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 444, "prompt_tokens": 10264, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [...
strong-sft
drift_colrename_7531cac2aacd0aa7
car_retails
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
hard
atomic
knowledge_only
explicit_schema_error
submitted
SELECT SUM(T2.quantityOrdered * T2.priceEach) / COUNT(T3.canonical_orderNumber) FROM products AS T1 INNER JOIN orderdetails AS T2 ON T1.productCode = T2.productCode INNER JOIN orders AS T3 ON T2.canonical_orderNumber = T3.canonical_orderNumber WHERE T1.productVendor = 'Exoto Designs' AND STRFTIME('%Y', T3.orderDate) = ...
false
false
OperationalError: no such column: T3.canonical_orderNumber
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "submit_solution" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 419, "prompt_tokens": 6455, "sql_executions": 2, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "wrong_submit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subtypes": [] }, "post_diff": { "actual_next_tool": ...
strong-sft
drift_colrename_7531cac2aacd0aa7
car_retails
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
hard
atomic
knowledge_only
explicit_schema_error
invalid_output
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "ask_user", "" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 5, "new_tokens": 272, "prompt_tokens": 6070, "sql_executions": 1, "tool_calls": 5 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, "subtypes": [ "unnecessary_ask" ] }, "post_...
strong-sft
drift_colrename_7531cac2aacd0aa7
car_retails
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
hard
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_change", "inspect_schema_change" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 463, "prompt_tokens": 10286, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "post_diff_wrong_retrieval", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required": false, "subty...
strong-sft
drift_colrename_84bb55f87cb8ec76
superstore
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
hard
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "ask_user" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 530, "prompt_tokens": 9966, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_colrename_8d6d5e80d1292f3d
human_resources
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
easy
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 367, "prompt_tokens": 9275, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requi...
strong-sft
drift_colrename_94a04b4273871f29
mondial_geo
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "inspect_schema_history" ]
false
{ "duplicate_executions": 1, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 387, "prompt_tokens": 8793, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requi...
strong-sft
drift_colrename_9b4433da93a0dcd1
mondial_geo
driftsql/p6/general/atomic/rename_column/knowledge_only
rename_column
easy
atomic
knowledge_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema_version", "execute_sql", "inspect_schema_version", "ask_user" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 476, "prompt_tokens": 10510, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_version" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requi...
strong-sft
drift_colrename_9cbe8a9180532b5e
restaurant
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_change", "inspect_schema_change" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 383, "prompt_tokens": 8954, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_change" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "requir...
strong-sft
drift_colrename_9cbe8a9180532b5e
restaurant
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema_history", "ask_user" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 340, "prompt_tokens": 8893, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema_history" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "requi...
strong-sft
drift_colrename_9cbe8a9180532b5e
restaurant
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "get_knowledge_definition", "get_knowledge_value" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 345, "prompt_tokens": 8741, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_knowledge_value" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 0, "required...
strong-sft
drift_colrename_9cbe8a9180532b5e
restaurant
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "get_schema_version", "inspect_schema_diff", "execute_sql", "get_schema", "inspect_schema", "get_current_schema_version" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 367, "prompt_tokens": 8952, "sql_executions": 2, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "get_current_schema_version", "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact...
strong-sft
drift_colrename_9cbe8a9180532b5e
restaurant
driftsql/p6/general/atomic/rename_column/must_ask
rename_column
medium
atomic
must_ask
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "execute_sql", "inspect_schema", "execute_sql", "ask_user", "get_knowledge_definition" ]
false
{ "duplicate_executions": 2, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 391, "prompt_tokens": 9276, "sql_executions": 3, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "inspect_schema" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": tr...
strong-sft
drift_colrename_a070014547fa7d66
superstore
driftsql/p6/general/atomic/rename_column/schema_only
rename_column
easy
atomic
schema_only
explicit_schema_error
turn_limit
false
false
[ "execute_sql", "inspect_schema_diff", "ask_user", "get_knowledge_definition", "ask_human", "ask_human", "ask_human" ]
false
{ "duplicate_executions": 0, "duplicate_questions": 0, "timed_out": false, "unsafe": false, "unsafe_actions": 0 }
{ "model_calls": 7, "new_tokens": 332, "prompt_tokens": 8014, "sql_executions": 1, "tool_calls": 7 }
[ { "arguments": { "QUESTION": null, "active_schema": null, "cached_schema": null, "candidate": null, "candidate_new_name": null, "change_type": null, "column": null, "column_name": null, "concepts": null, "db_id": null, "db_name": null, "db_...
{ "classification": { "invalid_tools": [ "ask_human" ], "labels": [ "post_diff_wrong_retrieval", "must_ask_error", "invalid_tool_alias", "turn_limit", "execution_failure" ], "must_ask": { "aliases": [], "exact_ask_count": 1, "required": false, ...