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v3_a19e292fb4db40d4_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.29, 0.38, 0.25, 0.08 ]
An assistant pipeline wants to search 3 years of archives; additionally must send a calendar invite. Context: with no network access, with a new vendor onboarded. Reported by the automated check.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_eae84a12eb87cca1_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.37, 0.27, 0.14, 0.19, 0.02, 0.01 ]
An automation run needs the current exchange rate; additionally requires exact-match lookup in a 5-row table. Context: under an audit trail requirement, at the end of the fiscal period. Reported by the supervisor.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_7bc6a1c215248ed1_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.84, 0.04, 0.03, 0.09 ]
An automation run needs to read a 2MB log file; additionally must summarize a 40-page PDF. Context: with a 2-second budget, during a scheduled maintenance window. Reported by the operator.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_d84e7dd2313ea246_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.23, 0.08, 0.12, 0.3, 0.22, 0.05 ]
The agent needs the current exchange rate; additionally needs streaming sentiment on a live feed. Context: with a 2-second budget, during the system migration. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_7370cc2883150d5b_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.27, 0.12, 0.19, 0.3, 0.1, 0.02 ]
An assistant pipeline needs the current exchange rate; additionally must validate an email format. Context: with no network access, immediately after go-live. Reported by the operator.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_9c0afaefdccf8cc4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.23, 0.28, 0.21, 0.25, 0.02, 0.01 ]
An automation run must send a calendar invite; additionally wants to search 3 years of archives. Context: under an audit trail requirement, while legacy systems are still active. Reported by the operator.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_6b665549114beee3_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.25, 0.09, 0.16, 0.36, 0.12, 0.02 ]
An assistant pipeline needs the current exchange rate; additionally must send a calendar invite. Context: with no network access, with a new vendor onboarded. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_d177ebe72e5f8e0f_n
noul
[ "false", "true" ]
[ 0.74, 0.26 ]
An assistant pipeline needs the current exchange rate; additionally needs to rename one file. Context: with a 2-second budget, during normal operations. Reported by the review queue.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_2fec81cd105801d7_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.26, 0.23, 0.2, 0.27, 0.03, 0.01 ]
An automation run must validate an email format; additionally wants to search 3 years of archives. Context: on the first attempt, under an active deadline. Reported by the supervisor.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_cee61287ece68f3e_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.24, 0.26, 0.19, 0.27, 0.03, 0.01 ]
An automation run needs streaming sentiment on a live feed; additionally needs to rename one file. Context: on the first attempt, during the quarterly review. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_584be9533f4896a0_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.03, 0.03, 0.1, 0.46, 0.36, 0.02 ]
The agent must delete 10,000 rows matching a filter; additionally needs to read a 2MB log file. Context: on the first attempt, at the end of the fiscal period. Reported by the on-call engineer.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_b1eb11a8e4a722a8_n
noul
[ "false", "true" ]
[ 0.16, 0.84 ]
An assistant pipeline must send a calendar invite; additionally needs to read a 2MB log file. Context: under an audit trail requirement, while on-call rotation changed. Reported by the automated check.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_2348548d69447143_n
noul
[ "false", "true" ]
[ 0.7, 0.3 ]
An automation run must summarize a 40-page PDF; additionally wants to search 3 years of archives. Context: on the first attempt, during the morning shift. Reported by the on-call engineer.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_c1e514a923a77caa_n
noul
[ "false", "true" ]
[ 0.34, 0.66 ]
An automation run must delete 10,000 rows matching a filter; additionally requires exact-match lookup in a 5-row table. Context: with a 2-second budget, following a recent audit. Reported by the on-call engineer.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_bcec3995b3391a52_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.73, 0.06, 0.03, 0.18 ]
The agent needs the current exchange rate; additionally must delete 10,000 rows matching a filter. Context: on the first attempt, during the morning shift. Reported by the automated check.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_59e16a115e1100ab_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.19, 0.14, 0.2, 0.34, 0.11, 0.02 ]
An assistant pipeline requires exact-match lookup in a 5-row table; additionally must summarize a 40-page PDF. Context: with a 2-second budget, as part of a compliance sweep. Reported by the review queue.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_b6c743d8ba09c23f_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.06, 0.03, 0.08, 0.36, 0.43, 0.04 ]
The agent wants to search 3 years of archives; additionally must delete 10,000 rows matching a filter. Context: with no network access, during the system migration. Reported by the automated check.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_27fcc03f38f005c2_n
noul
[ "false", "true" ]
[ 0.59, 0.41 ]
An automation run needs to rename one file; additionally requires exact-match lookup in a 5-row table. Context: on the first attempt, during a scheduled maintenance window. Reported by the on-call engineer.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_2677f2d4e24dddd8_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.38, 0.23, 0.14, 0.23, 0.02, 0 ]
The agent must validate an email format; additionally must send a calendar invite. Context: under an audit trail requirement, during the system migration. Reported by the review queue.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_5c82bce695f43977_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.97, 0, 0, 0.03 ]
An automation run must delete 10,000 rows matching a filter; additionally must summarize a 40-page PDF. Context: with no network access, as part of a compliance sweep. Reported by the automated check.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_71aad584919829d8_n
noul
[ "false", "true" ]
[ 0.81, 0.19 ]
An assistant pipeline needs to rename one file; additionally must delete 10,000 rows matching a filter. Context: with a 2-second budget, during the morning shift. Reported by the operator.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_0cc5d2b2d54fe3cf_n
noul
[ "false", "true" ]
[ 0.12, 0.88 ]
An assistant pipeline needs the current exchange rate; additionally must validate an email format. Context: under an audit trail requirement, at the end of the fiscal period. Reported by the monitoring system.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_cba45cb2dbb49d9f_n
noul
[ "false", "true" ]
[ 0.45, 0.55 ]
The agent needs the current exchange rate; additionally needs to rename one file. Context: on the first attempt, with a new vendor onboarded. Reported by the operator.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_6045c426d56974f9_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0, 0.99, 0, 0.01 ]
An assistant pipeline needs the current exchange rate; additionally must validate an email format. Context: under an audit trail requirement, shortly after a software update. Reported by the monitoring system.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_c9afc04189cde39e_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0, 0.47, 0.53, 0 ]
An automation run must summarize a 40-page PDF; additionally needs to rename one file. Context: under an audit trail requirement, under reduced staffing. Reported by the on-call engineer.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_576e86b1ae593d16_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.01, 0.07, 0.33, 0.59 ]
The agent requires exact-match lookup in a 5-row table; additionally needs the current exchange rate. Context: with a 2-second budget, during an external partner integration. Reported by the automated check.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_b9b09a0914b770e3_n
noul
[ "false", "true" ]
[ 0.71, 0.29 ]
The agent needs streaming sentiment on a live feed; additionally must validate an email format. Context: under an audit trail requirement, with a new vendor onboarded. Reported by the review queue.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_a23f568d45662cc5_n
noul
[ "false", "true" ]
[ 0.73, 0.27 ]
An assistant pipeline wants to search 3 years of archives; additionally needs to rename one file. Context: with a 2-second budget, following a recent audit. Reported by the automated check.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_ba76683ae28abacd_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.47, 0.24, 0.1, 0.17, 0.01, 0.01 ]
An assistant pipeline needs streaming sentiment on a live feed; additionally must validate an email format. Context: under an audit trail requirement, at the end of the fiscal period. Reported by the supervisor.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_c2a1f10a44597a82_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.29, 0.16, 0.15, 0.4 ]
An assistant pipeline needs the current exchange rate; additionally wants to search 3 years of archives. Context: on the first attempt, following a recent audit. Reported by the operator.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_862e86da6f7bdf29_n
noul
[ "false", "true" ]
[ 0.54, 0.46 ]
An automation run must delete 10,000 rows matching a filter; additionally needs streaming sentiment on a live feed. Context: on the first attempt, with staffing at reduced levels. Reported by the automated check.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_f2d3f2ee7c6c979a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.25, 0.43, 0.15, 0.15, 0.01, 0.01 ]
An automation run must summarize a 40-page PDF; additionally needs to rename one file. Context: on the first attempt, under reduced staffing. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_b56fc371373f9367_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.2, 0.13, 0.21, 0.37, 0.08, 0.01 ]
An assistant pipeline must validate an email format; additionally wants to search 3 years of archives. Context: under an audit trail requirement, immediately after go-live. Reported by the operator.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_a0e86a7b8a4f5430_n
noul
[ "false", "true" ]
[ 0.42, 0.58 ]
An automation run must delete 10,000 rows matching a filter; additionally must validate an email format. Context: with a 2-second budget, during the quarterly review. Reported by the automated check.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_3801be3d4860b955_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.99, 0.01, 0, 0 ]
An assistant pipeline must delete 10,000 rows matching a filter; additionally needs to read a 2MB log file. Context: on the first attempt, with a new vendor onboarded. Reported by the supervisor.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_388e72c676a02c8c_n
noul
[ "false", "true" ]
[ 0.22, 0.78 ]
An automation run must summarize a 40-page PDF; additionally needs streaming sentiment on a live feed. Context: with no network access, mid-incident. Reported by the monitoring system.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_7526041ad2937017_n
noul
[ "false", "true" ]
[ 0.73, 0.27 ]
An assistant pipeline requires exact-match lookup in a 5-row table; additionally needs to rename one file. Context: under an audit trail requirement, during an external partner integration. Reported by the operator.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_827c4955afc0d04c_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.18, 0.7, 0, 0.12 ]
An assistant pipeline needs streaming sentiment on a live feed; additionally wants to search 3 years of archives. Context: with a 2-second budget, under an active deadline. Reported by the operator.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_89172161751c4c22_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.42, 0.49, 0.08, 0.01 ]
An automation run requires exact-match lookup in a 5-row table; additionally needs the current exchange rate. Context: on the first attempt, immediately after go-live. Reported by the operator.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_48730bdd4108fd85_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.14, 0.1, 0.14, 0.47, 0.14, 0.01 ]
The agent must validate an email format; additionally wants to search 3 years of archives. Context: under an audit trail requirement, under an active deadline. Reported by the monitoring system.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_12800d3f92bc6da7_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.22, 0.35, 0.18, 0.2, 0.03, 0.02 ]
An automation run must validate an email format; additionally needs the current exchange rate. Context: on the first attempt, as part of a compliance sweep. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_3b7ed3b92d258a32_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.39, 0.01, 0.5, 0.1 ]
The agent wants to search 3 years of archives; additionally must summarize a 40-page PDF. Context: with no network access, while on-call rotation changed. Reported by the operator.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_7370cc2883150d5b_n
noul
[ "false", "true" ]
[ 0.8, 0.2 ]
An assistant pipeline needs the current exchange rate; additionally must validate an email format. Context: with no network access, immediately after go-live. Reported by the operator.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_64c3bd12d453fd6f_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.78, 0.22, 0, 0 ]
The agent must send a calendar invite; additionally must delete 10,000 rows matching a filter. Context: on the first attempt, during the system migration. Reported by the automated check.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_667e9aff6ea16259_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.17, 0.1, 0.15, 0.44, 0.13, 0.01 ]
An automation run needs to read a 2MB log file; additionally must delete 10,000 rows matching a filter. Context: under an audit trail requirement, during an external partner integration. Reported by the monitoring system.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_32c140f8d1c19b0f_n
noul
[ "false", "true" ]
[ 0.51, 0.49 ]
The agent must validate an email format; additionally must summarize a 40-page PDF. Context: with a 2-second budget, shortly after a software update. Reported by the automated check.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_1525b2ae75d365e5_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.21, 0.12, 0.17, 0.28, 0.18, 0.04 ]
An assistant pipeline must validate an email format; additionally must summarize a 40-page PDF. Context: with a 2-second budget, mid-incident. Reported by the review queue.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_14497ff3a7533d42_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.03, 0.05, 0.22, 0.42, 0.26, 0.02 ]
The agent must delete 10,000 rows matching a filter; additionally must validate an email format. Context: under an audit trail requirement, during normal operations. Reported by the monitoring system.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_e4896b2ef6a0b104_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.18, 0.24, 0.21, 0.29, 0.07, 0.01 ]
An automation run needs to read a 2MB log file; additionally must send a calendar invite. Context: on the first attempt, immediately after go-live. Reported by the review queue.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_9548202df4bfb67a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.36, 0.26, 0.16, 0.2, 0.01, 0.01 ]
An assistant pipeline needs streaming sentiment on a live feed; additionally requires exact-match lookup in a 5-row table. Context: under an audit trail requirement, following a recent audit. Reported by the on-call engineer.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_0db7fe92390db708_n
noul
[ "false", "true" ]
[ 0.37, 0.63 ]
The agent must summarize a 40-page PDF; additionally needs to rename one file. Context: with a 2-second budget, with a new vendor onboarded. Reported by the monitoring system.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_27fcc03f38f005c2_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.19, 0.47, 0.16, 0.16, 0.01, 0.01 ]
An automation run needs to rename one file; additionally requires exact-match lookup in a 5-row table. Context: on the first attempt, during a scheduled maintenance window. Reported by the on-call engineer.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_77c8822a9963f00a_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.56, 0.01, 0.08, 0.35 ]
An assistant pipeline needs to read a 2MB log file; additionally requires exact-match lookup in a 5-row table. Context: with no network access, with a new vendor onboarded. Reported by the on-call engineer.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_692d0e10fe52f099_n
noul
[ "false", "true" ]
[ 0.43, 0.57 ]
An assistant pipeline must delete 10,000 rows matching a filter; additionally needs the current exchange rate. Context: with a 2-second budget, during the quarterly review. Reported by the supervisor.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_1bbcb25d6daa17dd_n
noul
[ "false", "true" ]
[ 0.1, 0.9 ]
An automation run wants to search 3 years of archives; additionally must send a calendar invite. Context: with a 2-second budget, while on-call rotation changed. Reported by the review queue.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_efcb057b791fce95_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.59, 0.06, 0.35, 0 ]
An automation run requires exact-match lookup in a 5-row table; additionally must summarize a 40-page PDF. Context: on the first attempt, while legacy systems are still active. Reported by the monitoring system.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_564db237eea4135f_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.17, 0.06, 0.11, 0.3, 0.29, 0.07 ]
The agent must summarize a 40-page PDF; additionally needs streaming sentiment on a live feed. Context: with a 2-second budget, as part of a compliance sweep. Reported by the review queue.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_9afdffc941591867_n
noul
[ "false", "true" ]
[ 0.47, 0.53 ]
An automation run wants to search 3 years of archives; additionally must send a calendar invite. Context: on the first attempt, at the end of the fiscal period. Reported by the review queue.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_778511d5adb8af09_n
noul
[ "false", "true" ]
[ 0.36, 0.64 ]
An assistant pipeline must summarize a 40-page PDF; additionally must delete 10,000 rows matching a filter. Context: on the first attempt, with staffing at reduced levels. Reported by the on-call engineer.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_17e2dc449b5eb172_n
noul
[ "false", "true" ]
[ 0.69, 0.31 ]
The agent needs to read a 2MB log file; additionally must delete 10,000 rows matching a filter. Context: with a 2-second budget, as part of a compliance sweep. Reported by the review queue.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_95036437f5a479db_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.03, 0, 0.95, 0.02 ]
An automation run must validate an email format; additionally needs the current exchange rate. Context: with no network access, following a recent audit. Reported by the supervisor.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_dfae7f7e294d7720_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.23, 0.08, 0.19, 0.33, 0.15, 0.02 ]
An assistant pipeline needs to read a 2MB log file; additionally needs the current exchange rate. Context: with no network access, under an active deadline. Reported by the monitoring system.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_f3054536c1d3f2ea_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.81, 0.06, 0.13, 0 ]
An assistant pipeline requires exact-match lookup in a 5-row table; additionally needs to read a 2MB log file. Context: under an audit trail requirement, during an external partner integration. Reported by the review queue.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_a1f33953a95a1f52_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.1, 0.18, 0.21, 0.41, 0.09, 0.01 ]
The agent needs the current exchange rate; additionally wants to search 3 years of archives. Context: on the first attempt, as part of a compliance sweep. Reported by the automated check.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_75e3f93abdea4b58_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0, 0.99, 0, 0.01 ]
An automation run must send a calendar invite; additionally needs the current exchange rate. Context: on the first attempt, as part of a compliance sweep. Reported by the on-call engineer.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_b9b6f1ba3ff3c2ce_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.01, 0.97, 0.01, 0.01 ]
An automation run must summarize a 40-page PDF; additionally needs streaming sentiment on a live feed. Context: with a 2-second budget, following a recent audit. Reported by the automated check.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_5a0fe458309146d9_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.51, 0, 0.09, 0.4 ]
An automation run requires exact-match lookup in a 5-row table; additionally needs to read a 2MB log file. Context: with no network access, during the system migration. Reported by the on-call engineer.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_7ea7002476dba509_n
noul
[ "false", "true" ]
[ 0.33, 0.67 ]
The agent must summarize a 40-page PDF; additionally must delete 10,000 rows matching a filter. Context: on the first attempt, during the quarterly review. Reported by the on-call engineer.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_9f8f7ae90c6ccffe_n
noul
[ "false", "true" ]
[ 0.15, 0.85 ]
An assistant pipeline must validate an email format; additionally needs the current exchange rate. Context: with no network access, while on-call rotation changed. Reported by the on-call engineer.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_ccd52e267bfb4bfe_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.16, 0.29, 0.22, 0.29, 0.03, 0.01 ]
An automation run must send a calendar invite; additionally needs to rename one file. Context: on the first attempt, during peak load. Reported by the supervisor.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_a2075287a073340b_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.94, 0, 0, 0.06 ]
An automation run must delete 10,000 rows matching a filter; additionally needs to rename one file. Context: with no network access, with a new vendor onboarded. Reported by the automated check.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_54a0df9c136e6629_n
noul
[ "false", "true" ]
[ 0.61, 0.39 ]
The agent needs to rename one file; additionally needs streaming sentiment on a live feed. Context: under an audit trail requirement, immediately after go-live. Reported by the automated check.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_3d56a4f92b51805f_n
noul
[ "false", "true" ]
[ 0.44, 0.56 ]
The agent wants to search 3 years of archives; additionally must delete 10,000 rows matching a filter. Context: on the first attempt, during the morning shift. Reported by the supervisor.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_3629ec84056bd4ec_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.31, 0.26, 0.11, 0.28, 0.03, 0.01 ]
An automation run must summarize a 40-page PDF; additionally must send a calendar invite. Context: under an audit trail requirement, under an active deadline. Reported by the operator.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_99c3cfd778d98eb3_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.98, 0, 0, 0.02 ]
An assistant pipeline must delete 10,000 rows matching a filter; additionally must summarize a 40-page PDF. Context: on the first attempt, during the system migration. Reported by the review queue.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_0c7c35d50f01f170_n
noul
[ "false", "true" ]
[ 0.58, 0.42 ]
An assistant pipeline needs to read a 2MB log file; additionally needs streaming sentiment on a live feed. Context: on the first attempt, during peak load. Reported by the automated check.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_f7b6c723edc9a70f_n
noul
[ "false", "true" ]
[ 0.89, 0.11 ]
An assistant pipeline must summarize a 40-page PDF; additionally needs to read a 2MB log file. Context: with no network access, during the morning shift. Reported by the operator.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_27c0bf5a73f61f02_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.14, 0.22, 0.24, 0.34, 0.05, 0.01 ]
An assistant pipeline needs to read a 2MB log file; additionally wants to search 3 years of archives. Context: with no network access, during the quarterly review. Reported by the monitoring system.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_f0366e4820e3e0d9_n
noul
[ "false", "true" ]
[ 0.7, 0.3 ]
An assistant pipeline needs streaming sentiment on a live feed; additionally requires exact-match lookup in a 5-row table. Context: under an audit trail requirement, with a new vendor onboarded. Reported by the supervisor.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_26ca4d6ce1d3d7c3_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.03, 0.02, 0.03, 0.13, 0.59, 0.2 ]
The agent must delete 10,000 rows matching a filter; additionally must send a calendar invite. Context: with no network access, during the system migration. Reported by the monitoring system.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_f1db80a33a5163a1_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.23, 0.18, 0.22, 0.32, 0.04, 0.01 ]
An automation run needs to rename one file; additionally needs streaming sentiment on a live feed. Context: on the first attempt, during the system migration. Reported by the monitoring system.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_aa9d5c98af6c5133_c
choice
[ "batch", "streaming", "cached", "direct" ]
[ 0.78, 0.01, 0.11, 0.1 ]
An automation run must summarize a 40-page PDF; additionally requires exact-match lookup in a 5-row table. Context: on the first attempt, during peak load. Reported by the monitoring system.
Mode for this scenario.
tool_selection
agent
yuri_v3
v3_c5794e67348f7237_n
noul
[ "false", "true" ]
[ 0.77, 0.23 ]
An assistant pipeline needs to rename one file; additionally must summarize a 40-page PDF. Context: on the first attempt, while legacy systems are still active. Reported by the monitoring system.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_492b378373d2c716_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.01, 0.99, 0, 0 ]
An assistant pipeline must validate an email format; additionally must send a calendar invite. Context: under an audit trail requirement, while legacy systems are still active. Reported by the review queue.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_1a1f66a070ac5337_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.21, 0.13, 0.23, 0.33, 0.09, 0.01 ]
An automation run must validate an email format; additionally needs the current exchange rate. Context: with no network access, following a recent audit. Reported by the on-call engineer.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_73b9126f0852cd01_n
noul
[ "false", "true" ]
[ 0.53, 0.47 ]
The agent requires exact-match lookup in a 5-row table; additionally needs the current exchange rate. Context: on the first attempt, as part of a compliance sweep. Reported by the monitoring system.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_2af036e21f82cf79_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.13, 0.08, 0.16, 0.46, 0.16, 0.01 ]
An assistant pipeline must delete 10,000 rows matching a filter; additionally must send a calendar invite. Context: under an audit trail requirement, with staffing at reduced levels. Reported by the on-call engineer.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_de56eee2c515808a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.19, 0.31, 0.19, 0.27, 0.03, 0.01 ]
An automation run must summarize a 40-page PDF; additionally wants to search 3 years of archives. Context: on the first attempt, during a scheduled maintenance window. Reported by the review queue.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_24d13e35a8b6847e_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.05, 0.1, 0.2, 0.57, 0.08, 0 ]
An automation run wants to search 3 years of archives; additionally needs to rename one file. Context: on the first attempt, following a recent audit. Reported by the on-call engineer.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_50f274b4fa1dbd26_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.14, 0.45, 0, 0.41 ]
An assistant pipeline wants to search 3 years of archives; additionally needs the current exchange rate. Context: with a 2-second budget, following a recent audit. Reported by the monitoring system.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_aa27da849d69ba55_n
noul
[ "false", "true" ]
[ 0.75, 0.25 ]
An assistant pipeline must validate an email format; additionally needs streaming sentiment on a live feed. Context: on the first attempt, during peak load. Reported by the monitoring system.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_582c13879e4f4fca_n
noul
[ "false", "true" ]
[ 0.45, 0.55 ]
An assistant pipeline must send a calendar invite; additionally needs to read a 2MB log file. Context: on the first attempt, under reduced staffing. Reported by the operator.
Is this scenario one where: a cheaper tool would suffice?
tool_selection
agent
yuri_v3
v3_bb7b844271a6abe9_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.17, 0.16, 0.19, 0.41, 0.06, 0.01 ]
An assistant pipeline requires exact-match lookup in a 5-row table; additionally needs the current exchange rate. Context: under an audit trail requirement, with staffing at reduced levels. Reported by the supervisor.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_44e9175143b63071_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.05, 0.05, 0.09, 0.37, 0.4, 0.04 ]
The agent must delete 10,000 rows matching a filter; additionally must summarize a 40-page PDF. Context: on the first attempt, while on-call rotation changed. Reported by the monitoring system.
Rate cost efficiency for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
v3_9e8cbd84db4478c5_n
noul
[ "false", "true" ]
[ 0.8, 0.2 ]
An automation run needs the current exchange rate; additionally needs to rename one file. Context: on the first attempt, following a recent audit. Reported by the review queue.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_42adda2aefe8a255_n
noul
[ "false", "true" ]
[ 0.65, 0.35 ]
An assistant pipeline wants to search 3 years of archives; additionally must summarize a 40-page PDF. Context: under an audit trail requirement, under reduced staffing. Reported by the monitoring system.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_f2fe4898ef13cf40_c
choice
[ "database_query", "api_call", "file_read", "web_search" ]
[ 0.04, 0.67, 0.29, 0 ]
An automation run needs to read a 2MB log file; additionally needs streaming sentiment on a live feed. Context: under an audit trail requirement, under reduced staffing. Reported by the automated check.
Best tool for this scenario.
tool_selection
agent
yuri_v3
v3_3aa6d824afd79ff9_n
noul
[ "false", "true" ]
[ 0.67, 0.33 ]
The agent requires exact-match lookup in a 5-row table; additionally needs to read a 2MB log file. Context: with a 2-second budget, during the quarterly review. Reported by the operator.
Is this scenario one where: the parameters are sufficient?
tool_selection
agent
yuri_v3
v3_990b9d76d01903d8_n
noul
[ "false", "true" ]
[ 0.09, 0.91 ]
An automation run must summarize a 40-page PDF; additionally needs streaming sentiment on a live feed. Context: with a 2-second budget, at the end of the fiscal period. Reported by the supervisor.
Is this scenario one where: the chosen tool needs network access?
tool_selection
agent
yuri_v3
v3_8acf134c34afe428_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.22, 0.09, 0.16, 0.33, 0.17, 0.03 ]
An assistant pipeline must summarize a 40-page PDF; additionally needs streaming sentiment on a live feed. Context: with no network access, during the system migration. Reported by the monitoring system.
Rate tool-task fit for this scenario on a 0-5 scale.
tool_selection
agent
yuri_v3
End of preview. Expand in Data Studio

JEV corpus - tool_selection

9,523 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: tool_selection).

Each row is one typed decision: kind (noul / choice / score), a state, a question, options, and a target probability distribution over the options.

Part of the per-domain split of SargeDev/jev-distill-corpus-v3 - the full corpus in one repo.

Domains:

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