example_id
stringlengths
21
66
source
stringclasses
3 values
source_repo
stringclasses
3 values
source_revision
stringclasses
3 values
source_id
stringlengths
13
50
source_group_id
stringlengths
9
77
source_split
stringclasses
1 value
split
stringclasses
1 value
category
stringclasses
12 values
task_type
stringclasses
4 values
label_status
stringclasses
3 values
input_json
stringlengths
558
35.1k
target_json
stringlengths
28
194
provenance_json
stringlengths
282
650
input_sha256
stringlengths
64
64
exclusion_reason
stringclasses
1 value
eligible_positive_example
bool
1 class
sampling_weight
float64
0
0
toolace:08695:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
08695:turn001
tool_catalog:860477d0b6c45d2543a452d68da0c89d79c11fc505e61ff6f4a18e3231574d4c
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["0"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["getCropInsuranceClaim"],"source_conversation_index":8695,"source_turn_index":1}
fdd9e92d43a84231cf0d1f1235ff31f21bd6a8273d3f50638af931685dbe0f34
true
0.000009
zeus_traces:coding-04720:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-04720:d001
coding/stable_unique
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-04720"}
4448c29e0370bfec24702947a1c42dc107fc895d7a1f8f13fdcaec04d4fc42bd
true
0.000016
toolace:10269:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
10269:turn001
tool_catalog:2279d638fe32bfa94bff1e1ae2d3b8a2a6b4a221551d6b9d7013b29e971f3f7f
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["4","5","3"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["Symbols Related Analysis API","United States Retail and Recreation Mobility API","United Stat...
b24998c76f86fb884518c536f7b2c3f243634379f0ee1c490bb3b051bce1c127
true
0.000009
zeus_traces:writing-04603:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-04603:d000
writing/release_note
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-04603"}
23ecbf423fdc072457680cc46cb9310005bfbb915d1538ace1d0f4d942b501a0
true
0.000016
zeus_traces:failure_recovery-00547:d003
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-00547:d003
failure_recovery/upstream_unavailable
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[5]},"prefix_message_count":6,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-00547"}
dda365415159b7e2e8b0109cb808242f790348dea6f4d0a9a23d359c98581f64
true
0.000016
zeus_traces:maths-03532:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-03532:d000
maths/percentage
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-03532"}
1782715c3cc6ea7ead8b98c595e96f4da202b31a597f02a014537b022773ecd1
true
0.000016
zeus_traces:coding-00713:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-00713:d000
coding/transpose
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-00713"}
767d3b29ec8c2f221653e7b56edf6eafbf0643b7c08a06b69d3e748820715ece
true
0.000016
zeus_traces:maths-04772:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-04772:d001
maths/percentage
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-04772"}
cc1167ca1d611f883cd3d412c8fb8f35b2c8e12c59553f8642838ef41b71abf9
true
0.000016
toolace:08385:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
08385:turn001
tool_catalog:0eb80738d989eb1475076b2cd74e0ef6ddd1eb312df065958643c9edb1cd37f4
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["1"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":null,"source_conversation_index":8385,"source_turn_index":1}
148e176073a7366d0748b6d8ee9cfa086aa0ac2cbb00e635625ddfcfb96a7d18
true
0.000009
zeus_traces:coding-05104:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-05104:d000
coding/histogram
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-05104"}
94d6ebb3b3b3e55f5ac6d2a2b5ddcde9bb0707069d188eaf20cbb6a4d5b5de6c
true
0.000016
zeus_traces:coding-04931:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-04931:d001
coding/clamp
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-04931"}
d7303944e15bcb247991ce3dbb6734f613792f3b4643f5792dbc9b81fad2cb62
true
0.000016
zeus_traces:writing-04583:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-04583:d000
writing/release_note
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"qualified","source_trace_id":"writing-04583"}
6098d395228daf5a1d1ef769246b44e9acebaeaff8362a003ff5f58b31ae982e
true
0.000016
zeus_traces:coding-04114:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-04114:d000
coding/median
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-04114"}
a3ca71d9a4848168d823bc4c0ef1b1037181d7146a48b53fca2b9822473aee8c
true
0.000016
toolace:03396:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
03396:turn001
tool_catalog:1d0393726685658b633ff43528e0dc4dfc9dac492615fcb5f5f0cf75ed82fe14
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["1"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["Get Number of Schools in the Province of Indonesia"],"source_conversation_index":3396,"source...
d2b3718a4f9a25ba4aa9ea786bc9333a7278de7bfbacaadfcffc8e6daa2268b6
true
0.000009
zeus_traces:clarification-00069:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
clarification-00069:d001
clarification/time
train
train
clarification
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"clarification-00069"}
dac9bda4817f00020cabffabba3e106dc2c9d64de13cf67f0a08375d3ecb194f
true
0.000016
zeus_traces:documents-02535:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-02535:d001
documents/lab_record
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-02535"}
6195efd9fd3cf7ef1387eda47c48c6122874eba9739014e2460cfe941a01bd1e
true
0.000016
toolace:00495:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00495:turn001
tool_catalog:664c1b71a24ed509c70ac382c4569cf18024e43d9e98e9705bc1130b81d869be
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["2"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["totalIconsSelection"],"source_conversation_index":495,"source_turn_index":1}
c625f16d0b26eb9cd8fff77f0c2e4e6446b7cc6e3fa4d7548b0365359c76f123
true
0.000009
zeus_traces:clarification-00481:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
clarification-00481:d000
clarification/timezone
train
train
clarification
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"clarification-00481"}
330be11e5a41493fb2bd3c48c11f7258c808ee3d317a802e5d4ca7cbcd08b8b0
true
0.000016
zeus_traces:coding-02552:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02552:d001
coding/prefix_sums
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02552"}
eda7770794e162131c8eeed3ea35ea44dadbb5ec82cf0078a857dc3ec4cf32d6
true
0.000016
zeus_traces:failure_recovery-00169:d002
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-00169:d002
failure_recovery/stale_connection
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[5]},"prefix_message_count":6,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-00169"}
fbedba0c57fc7055cbb848487a3079c6e05c6d5666dc2197289a35bc4a7d3ecb
true
0.000016
typed_decisions:tr_agent_trace_observability_000060:action
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_agent_trace_observability_000060:action
tr_agent_trace_observability_000060
train
train
agent_trace_observability
choice
upstream_soft_teacher_label
{"messages":[{"content":"{\"agent\":{\"autonomy\":\"unsupervised\",\"model\":\"internal-agent-v4\"},\"constraints\":[\"Never modify production without an approved change ticket\"],\"task\":\"Triage and close duplicate issues in the support tracker.\",\"trace_summary\":{\"constraint_violations\":0,\"duration_s\":330.2,\...
{"correct_option_ids":["2"],"probabilities":{"0":0.3333333333333333,"1":0.13333313333313335,"2":0.48333348333348336,"3":0.050000050000050006}}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":true,"question_id":"action","source_case_id":"tr_agent_trace_observability_000060","source_target":{"confidence":0.311111,"label":"observe","probabilities":{"continue":0.133333,"huma...
fa925531d2b9f3b84922124928e99e4c08e9cda4d4c3f669607c81d10a8db06a
true
0.000017
zeus_traces:maths-03120:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-03120:d000
maths/sum
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-03120"}
5ed8c99b5ac451a5744248752972ae360f11dbfb42ef643bf4231d72523ed811
true
0.000016
typed_decisions:tr_security_incidents_000299:urgency
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_security_incidents_000299:urgency
tr_security_incidents_000299
train
train
security_incidents
score
upstream_soft_teacher_label
{"messages":[{"content":"{\"alert\":{\"description\":\"an unusual volume of files read in a short window\",\"evidence\":\"A privileged administrator account without MFA enabled initiated an unusually high volume of file read operations from an unrecognized source. This activity took place during a non-change window, ex...
{"correct_option_ids":["1"],"expected_score":2.613333,"probabilities":{"0":0.08,"1":0.7,"2":0.216667,"3":0.003333}}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"urgency","source_case_id":"tr_security_incidents_000299","source_target":{"confidence":0.613333,"label":"3","probabilities":{"0":0.003333,"1":0.08,"2":0.216667,"...
d71da9499122a09d31fa4a71ea4827ee10dba328c8ca1bef3a765863ab94cbf2
true
0.000017
zeus_traces:tool_use-02607:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-02607:d001
tool_use/project
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-02607"}
2ff1a8b52751e539962c231011eff44747dd56bad2bfdcf36cb904fc912c4410
true
0.000016
zeus_traces:documents-04726:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-04726:d001
documents/event_schedule
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-04726"}
e47aceed3671d077c5eb0d451aba08fa87823135e89846a1e27f8186f9c8db21
true
0.000016
zeus_traces:maths-05771:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-05771:d001
maths/unit_conversion
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-05771"}
fba3cb92af22f6caecb97e3616283c939493d16de06076e30200833b73f3fd9a
true
0.000016
typed_decisions:tr_customer_service_000167:needs_human
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_customer_service_000167:needs_human
tr_customer_service_000167
train
train
customer_service
noul
upstream_soft_teacher_label
{"messages":[{"content":"{\"account\":{\"lifetime_value_usd\":48,\"prior_tickets_90d\":0,\"seats\":1,\"tenure_months\":1,\"tier\":\"standard\"},\"thread\":[{\"role\":\"customer\",\"text\":\"The package arrived today, but it’s not what I ordered. I received a different color and size than what I picked out. I guess I’m ...
{"correct_option_ids":["1"],"probabilities":{"0":0.233333,"1":0.766667},"probability_true":0.233333}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"needs_human","source_case_id":"tr_customer_service_000167","source_target":{"confidence":0.533333,"label":"false","noul":0.233333,"probabilities":{"false":0.7666...
3f753598f5878b954febfca0e6a9aff6df3b5e52e1817e7e2c0613d679382806
true
0.000017
zeus_traces:failure_recovery-01044:d002
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-01044:d002
failure_recovery/service_busy
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[5]},"prefix_message_count":6,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-01044"}
6ada4ccf1b9e33bf84efc74d20d67cf2a0a5d9c32012b4e2555e80307b6a3bca
true
0.000016
toolace:00189:turn003
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00189:turn003
tool_catalog:2820074152b43e4596358106c50e675654f6c8576f52904d27d8a3e25da92e31
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["3"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":4,"selected_function_names":null,"source_conversation_index":189,"source_turn_index":3}
3b7654b6fbffc185199c606695846610025ee64f39cd21bbc93907e3683b9e10
true
0.000009
toolace:00306:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00306:turn001
tool_catalog:c945228812729c841b978b4aeb9aaeeae05dcaa15af0f0b580d6eea7a4afdc08
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["2"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["User-Generated Photo Scoring"],"source_conversation_index":306,"source_turn_index":1}
206818c053393f8eaee11ae5b4d36a7a43e031dab84acfc8d2673d87b9fecaad
true
0.000009
toolace:00312:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00312:turn001
tool_catalog:04abbbf66e85f457307e980931823f3e66c1717e7b76d160c874ab6a1a06a9e2
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["4"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":null,"source_conversation_index":312,"source_turn_index":1}
842b406b116d1ae68621e249fe872d7f49c415dd3d9ce60e1f24bd444fd8e29a
true
0.000009
zeus_traces:coding-04386:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-04386:d000
coding/moving_average
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-04386"}
feb40b94213022d4207b77f9fa82455b7ff00fbab222d1c81384844fd0c159e1
true
0.000016
zeus_traces:coding-01892:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-01892:d000
coding/prefix_sums
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-01892"}
a833bc9cc6354119f81f5708de3653660737e7e8a9e4a74ac8031fd859893bfc
true
0.000016
zeus_traces:coding-05560:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-05560:d000
coding/stable_unique
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-05560"}
d34bb8cad4dc23124338ce807e652eef511e1739c14892c44f41ebdf7f694112
true
0.000016
typed_decisions:tr_agent_trace_observability_000059:needs_review
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_agent_trace_observability_000059:needs_review
tr_agent_trace_observability_000059
train
train
agent_trace_observability
noul
upstream_soft_teacher_label
{"messages":[{"content":"{\"agent\":{\"autonomy\":\"dry_run\",\"model\":\"internal-agent-v1\"},\"constraints\":[\"Do not exceed a $50 spend on cloud resources\"],\"task\":\"Migrate the user table to the new schema without downtime.\",\"trace_summary\":{\"constraint_violations\":0,\"duration_s\":846.9,\"irreversible_act...
{"correct_option_ids":["1"],"probabilities":{"0":0.123333,"1":0.876667},"probability_true":0.123333}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"needs_review","source_case_id":"tr_agent_trace_observability_000059","source_target":{"confidence":0.753333,"label":"false","noul":0.123333,"probabilities":{"fal...
2002a64796de421138621b13be2e9127495555be0c35d6e4d014cb94b882617c
true
0.000017
zeus_traces:coding-03795:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-03795:d000
coding/binary_search
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-03795"}
3c00ebc55274af672021e5eaebd6055a4116088da738a7b3546471942ad5bc25
true
0.000016
zeus_traces:documents-00889:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-00889:d000
documents/expense_report
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-00889"}
87361c660efbf7bb9ab12e1b060ca382dfc9fc9f90f64eb87d8da142548bf8e8
true
0.000016
zeus_traces:tool_use-00105:d002
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00105:d002
tool_use/shipment
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00105"}
07763db58e58f898f0cace0c76d0e6a44c14bd293f19e5cb5daa6fdb4835cbdf
true
0.000016
zeus_traces:tool_use-00912:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00912:d000
tool_use/asset
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00912"}
ed5b997d1a50a5c1def2c610575a35bc016522f8cee6a17d4b0a294fbb9ee526
true
0.000016
zeus_traces:tool_use-02428:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-02428:d001
tool_use/account
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["3"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-02428"}
fb6095534baaa96db106707fdfeb2cca1c11bb4313626cb711d281b506131436
true
0.000016
zeus_traces:documents-01472:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-01472:d001
documents/timesheet
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-01472"}
c9d9ea8f8b7fc923d08bcc3c5b66d88457b5ebf68a43b0638b991d14559b1485
true
0.000016
zeus_traces:documents-04031:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-04031:d000
documents/release_manifest
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-04031"}
75bbd677fd7dd02080fdfc96c67b9ecdb61729d702b5cd4f88095dc3fba338b3
true
0.000016
zeus_traces:tool_use-00854:d002
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00854:d002
tool_use/document
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00854"}
cf3da486a1c2ea47a98c79fcaee84a18a7ac5ca0323074988f5c8388ef500e84
true
0.000016
zeus_traces:coding-02315:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02315:d001
coding/binary_search
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02315"}
30d881779d1128b93c5c8884ff823af9655d7a3b82944053f1f477c0a218d021
true
0.000016
zeus_traces:failure_recovery-01627:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-01627:d000
failure_recovery/upstream_unavailable
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-01627"}
8f48f1f2da6f3131a7832f568b50a8a3f88026fed66ddd148bdd215db4126ec3
true
0.000016
zeus_traces:documents-03564:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-03564:d000
documents/policy
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-03564"}
7ec7ba1950cdbc45d47af5208b60ff18d25324160de6cbf72c4f2f2fbd1ea24f
true
0.000016
zeus_traces:tool_use-03204:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-03204:d000
tool_use/ticket
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-03204"}
4d66bd98b43b6f4b5df19e34bd040b928ed267084c98f4018feb8731ce1c70ca
true
0.000016
toolace:00467:turn009
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00467:turn009
tool_catalog:6b84c3b6da4aa57a52572d59cb177d0ecac39582cadcc88f773e095bb3c74d71
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["3"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":10,"selected_function_names":null,"source_conversation_index":467,"source_turn_index":9}
ae4cc3aa0aecf72b776f780431823b22dff27c21156488cc1fbb3eab6aa0817e
true
0.000009
zeus_traces:documents-02650:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-02650:d000
documents/project_report
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-02650"}
e37e1010533e17460829491f19f35cc525f7b7480fc3b1ea4e0f9006c82ab3df
true
0.000016
zeus_traces:documents-02873:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-02873:d001
documents/booking
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-02873"}
d24eae6386e920b55450d2f906d9e446164e47b4d6bae031377a018168f3e926
true
0.000016
zeus_traces:documents-02128:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-02128:d001
documents/support_ticket
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-02128"}
32a6e95700780c1f7823d4daa28403bf45585ff27da9934d79003897ddbe4f91
true
0.000016
zeus_traces:coding-02014:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02014:d000
coding/median
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02014"}
38e79a4f3857f6c475b021b1dfff2de3ad607e159b0ffc6434fca23be82f1e75
true
0.000016
zeus_traces:failure_recovery-00773:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-00773:d001
failure_recovery/unsupported
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1,3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-00773"}
5e1179461f2235c65d114948f0984b4068e204c4e87f52df8c50d37b88d5cbcf
true
0.000016
zeus_traces:tool_use-03054:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-03054:d000
tool_use/document
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-03054"}
6a45df34c563ad564c697e628750d36462316f601ac5fadcf19eee3e61ce9e72
true
0.000016
zeus_traces:writing-03014:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-03014:d000
writing/executive_summary
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-03014"}
00b95917863b64fec1e3c0833b68a42ad711ab7eda55d551c3c71ba4cf8496bf
true
0.000016
zeus_traces:tool_use-00662:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00662:d001
tool_use/booking
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00662"}
54633c48e54af091b3acad63ea1355a2c105338b959c3dc7d941b09f9fdd5c97
true
0.000016
zeus_traces:maths-04280:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-04280:d001
maths/sum
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-04280"}
8f01eeec95ecb4ae94bf7c1117007c4404ac2c33e97dae335740bc320e2a0529
true
0.000016
zeus_traces:documents-02268:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-02268:d001
documents/support_ticket
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-02268"}
fbaab6a93602a53a3e69a6e30e5e1af85cc25c1a441cdd07d1655b942572e61f
true
0.000016
zeus_traces:failure_recovery-00186:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-00186:d001
failure_recovery/gateway_timeout
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1,3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-00186"}
7a4acb218623d665884467cb885cb3eef2507cd4ae07bcb8f11ca50adbe5015a
true
0.000016
toolace:07802:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
07802:turn001
tool_catalog:304b4d772be29f1b6a1fe03d047d999c8e5e97b7150809e7a3388230fcec248c
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["0"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":null,"source_conversation_index":7802,"source_turn_index":1}
5c740d9b0b1a9b80b872cf600a6db20e498faeb87a31f1a3a2a0388bb74132c6
true
0.000009
zeus_traces:coding-05212:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-05212:d001
coding/prefix_sums
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-05212"}
98ccbd884d261bcb6a11ac19d291182cad45011374e526cf7563baeaef3578fa
true
0.000016
zeus_traces:coding-02333:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02333:d000
coding/transpose
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02333"}
870d8f249d913d737c47484543bdf74cc46cea6fe6bd934de5b8e4477c6336a4
true
0.000016
zeus_traces:maths-02386:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-02386:d000
maths/rectangle
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-02386"}
ec98525af0e7f95b09e7c43cb0e15c8a9bffda6c50e9b88781b59470badffd82
true
0.000016
zeus_traces:writing-02712:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-02712:d000
writing/instructions
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-02712"}
d9143b8a83a3f4ee005798338914ad94bf91ddeb7c9c90e3bf88868ae800de1c
true
0.000016
zeus_traces:writing-00588:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-00588:d000
writing/handover
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-00588"}
4bb19ae2c9ff70dec5023b3318e1b75c030e30ba88d13c2a6aa89e983de345fc
true
0.000016
zeus_traces:maths-03914:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-03914:d001
maths/linear_equation
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-03914"}
3e4a6fb61ae34e22e01ebb248f3726f9fbecefc76b418f29d7e66c0a8f622a1d
true
0.000016
zeus_traces:coding-02246:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02246:d000
coding/moving_average
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02246"}
e2054447118f178e712c468ce86b2066b87265093b1bf5505de4b4fb80e5683a
true
0.000016
zeus_traces:maths-02163:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-02163:d000
maths/weighted_mean
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-02163"}
f455d4c33e1cf3ee8d0abbe26c16977f56cf2d5f043752df451d7dcedfaa8aa6
true
0.000016
zeus_traces:failure_recovery-01274:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-01274:d001
failure_recovery/bad_identifier
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1,3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-01274"}
7df727a026aaa984ba3b75078dc1a5d289e4d4ecb4a297e649e61d86cc6f45f9
true
0.000016
zeus_traces:documents-03210:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-03210:d001
documents/project_report
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-03210"}
ca232333dece2dc9a781ba070d3ce07a998e7c46866fd6812412bc4746ed560d
true
0.000016
zeus_traces:coding-01712:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-01712:d001
coding/prefix_sums
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-01712"}
637ff00b57579015356d913d981b338576c09050662cc928e83f59763106b030
true
0.000016
zeus_traces:tool_use-01385:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-01385:d001
tool_use/shipment
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-01385"}
7b45b26ab838e0eff826c9cef259fdd3d584b3a79ecc9ca3f82e4ac02a50ae36
true
0.000016
zeus_traces:tool_use-00568:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00568:d000
tool_use/account
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00568"}
0263fc0ad7e9f9f2035f184deba6bb28e8e78a8400c369a2e52cf0df783bd421
true
0.000016
zeus_traces:tool_use-02510:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-02510:d001
tool_use/event
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["3"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-02510"}
4a50e9cb0f0a28712d06490fa44d8cab4080fbf6ce8e4665a376e927fbdda328
true
0.000016
zeus_traces:maths-01444:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-01444:d000
maths/discount
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-01444"}
c39542d3a6840ddfc034bd53c2e5886216a06927b51f79d1eb33ae5d81962c84
true
0.000016
zeus_traces:coding-01650:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-01650:d001
coding/group_pairs
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"public_test_result_match","supporting_message_indices":[7]},"prefix_message_count":8,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-01650"}
9aab06f237262c45af0682637390495a57f1109b4593ff8c478b1565c5bfaa9d
true
0.000016
zeus_traces:tool_use-02152:d002
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-02152:d002
tool_use/asset
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-02152"}
9cff47283f2d8f30c3352e3b61f0662ef486b394a604144499372b0506f0660e
true
0.000016
zeus_traces:maths-05901:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-05901:d001
maths/mean
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"tool_result_field_match","supporting_message_indices":[3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-05901"}
38f0af722d297c707ffd0de2df9203c40dfa3e4616eb161670dc3f714725685f
true
0.000016
zeus_traces:documents-00884:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-00884:d000
documents/policy
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-00884"}
943740a0b6a82889fd5f728a15e01c8f86bde891b05a53053a80b4142978e420
true
0.000016
zeus_traces:tool_use-01771:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-01771:d000
tool_use/subscription
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-01771"}
f420d205c8d0f2202d12a5cee00c648898e5b6905eb642156cf111ea2ec80e6b
true
0.000016
zeus_traces:maths-01948:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-01948:d000
maths/circle
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-01948"}
64178f9a0f71e24cee788677a1792bd0b09436fa519abf9b700f94cb351b95fb
true
0.000016
zeus_traces:coding-02847:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-02847:d000
coding/merge_intervals
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-02847"}
c9381d62da0c9e98663edac60d6c2b30ba14239947ee810b5ff21e6ae4569251
true
0.000016
toolace:00056:turn005
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
00056:turn005
tool_catalog:e4804bad4b7835f73d475d2645c28a9120e849873607a4d213fe2159bc1d72c0
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["3"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":6,"selected_function_names":null,"source_conversation_index":56,"source_turn_index":5}
d8cd15957b0b4d5f48aacdb022ff650d03ddb7da9abd675f09067026a4fa3192
true
0.000009
zeus_traces:maths-03970:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
maths-03970:d000
maths/speed
train
train
maths
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"independent_mathematical_reference","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"maths-03970"}
7d8a61d7a437e9c5c33992cd1c3ce9fb421c87b0869e746dbbc5e9a065bb1da0
true
0.000016
typed_decisions:tr_invoice_processing_000062:discrepancy_severity
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_invoice_processing_000062:discrepancy_severity
tr_invoice_processing_000062
train
train
invoice_processing
score
upstream_soft_teacher_label
{"messages":[{"content":"{\"delivery\":{\"condition\":\"accepted\",\"date\":\"2026-03-17\",\"received_qty\":400},\"invoice\":{\"currency\":\"USD\",\"id\":\"INV-2026-2744\",\"lines\":[{\"qty\":450,\"sku\":\"SKU-350\",\"total_usd\":67711.5,\"unit_usd\":150.47}],\"total_usd\":67711.5,\"vendor\":\"Vantage Materials\"},\"pa...
{"correct_option_ids":["1"],"expected_score":2.9,"probabilities":{"0":0.1,"1":0.9,"2":0.0,"3":0.0}}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"discrepancy_severity","source_case_id":"tr_invoice_processing_000062","source_target":{"confidence":0.9,"label":"3","probabilities":{"0":0.0,"1":0.0,"2":0.1,"3":...
2761e89b601fcb0c86a73e47352e40dc305c3083bf9eb191b39c9a06b1afe7c4
true
0.000017
zeus_traces:writing-00730:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-00730:d000
writing/press_brief
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-00730"}
81120cfcfdd9032464ab25c683ff39187763609136b1605e36f9d87b213c3a0e
true
0.000016
zeus_traces:writing-00121:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-00121:d000
writing/announcement
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-00121"}
77d935681731987c2fadd5bd6953de215a3465bf3d66f3397ab5a9d44b83ca2b
true
0.000016
zeus_traces:tool_use-03085:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-03085:d000
tool_use/shipment
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-03085"}
21e78bfa8eaf7079b4ff304b6cf227c91eb153612012ac5dc88fc035f3ca5102
true
0.000016
zeus_traces:documents-00847:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-00847:d001
documents/inventory_sheet
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-00847"}
862bb5a25a94da0b494a9009db2ae5c74216a2ef92539dc429e4b25b55abaa1c
true
0.000016
zeus_traces:clarification-01445:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
clarification-01445:d000
clarification/recipient
train
train
clarification
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"clarification-01445"}
409d8dd4acce56797a40d95844f93c4d012703557da4a4497c6e2f6be4d1e8cf
true
0.000016
typed_decisions:tr_invoice_processing_000243:urgency
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_invoice_processing_000243:urgency
tr_invoice_processing_000243
train
train
invoice_processing
score
upstream_soft_teacher_label
{"messages":[{"content":"{\"delivery\":{\"condition\":\"accepted\",\"date\":\"2026-03-21\",\"received_qty\":1000},\"invoice\":{\"currency\":\"USD\",\"id\":\"INV-2026-2996\",\"lines\":[{\"qty\":1000,\"sku\":\"SKU-704\",\"total_usd\":347130.0,\"unit_usd\":347.13},{\"qty\":1,\"sku\":\"FREIGHT\",\"total_usd\":328.32,\"unit...
{"correct_option_ids":["0"],"expected_score":1.333333,"probabilities":{"0":0.7,"1":0.266667,"2":0.033333,"3":0.0}}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"urgency","source_case_id":"tr_invoice_processing_000243","source_target":{"confidence":0.666667,"label":"1","probabilities":{"0":0.0,"1":0.7,"2":0.266667,"3":0.0...
53154afb0307e49f9cabbb1456a4f2722b7282d2cc7b132c93ba3f795b146606
true
0.000017
toolace:07074:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
07074:turn001
tool_catalog:e0040de71c321aa7124369ece70c9636b845f934f002216d992df53262165138
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["1"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":["Get Pages"],"source_conversation_index":7074,"source_turn_index":1}
58092a02c2b9eeb4ac94106fb62a627e676ce60284fa6dd291dfbb8c1d7c9201
true
0.000009
zeus_traces:tool_use-00035:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00035:d000
tool_use/request
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00035"}
c27433ab15177d56079dd814de766b291b64f27f2a747a0fdf5cd74a541201c3
true
0.000016
typed_decisions:tr_security_incidents_000202:true_positive
typed_decisions
LocalLLaMA/typed-decisions
d0e2f0c42fef86cc15d1688d25a19f5ba7c85b18
tr_security_incidents_000202:true_positive
tr_security_incidents_000202
train
train
security_incidents
noul
upstream_soft_teacher_label
{"messages":[{"content":"{\"alert\":{\"description\":\"a long-unused account became active\",\"evidence\":\"A shared mailbox account that has been dormant for an extended period performed an authentication request. The account currently has MFA disabled, is not within a change window, and the credentials have not been ...
{"correct_option_ids":["1"],"probabilities":{"0":0.3,"1":0.7},"probability_true":0.3}
{"label_semantics":"Agreement with the upstream teacher; not independently established correctness.","probability_roundoff_normalization":false,"question_id":"true_positive","source_case_id":"tr_security_incidents_000202","source_target":{"confidence":0.4,"label":"false","noul":0.3,"probabilities":{"false":0.7,"true":0...
bad1dc79c0bcfdee5cb59cfd0e9ed9e982b0e64329701f843e4dc8ba02d69424
true
0.000017
zeus_traces:tool_use-00244:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
tool_use-00244:d000
tool_use/ticket
train
train
tool_use
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"tool_use-00244"}
de70a7e42483da03238407a8f6e3d1d35ceac64560ebcde4cd1e2c9868c468c3
true
0.000016
zeus_traces:coding-00221:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
coding-00221:d000
coding/chunk
train
train
coding
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"coding-00221"}
1e98c0aee74b65227b010f8f369dbcc36b414cea56b8a2fa73a6f6415ec69852
true
0.000016
zeus_traces:writing-01685:d000
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
writing-01685:d000
writing/product_description
train
train
writing
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["1"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[0,1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"writing-01685"}
18beb1e973c2d3ebdfbcef9474393068edc22e5e09825117b2102d9226e2e4d1
true
0.000016
zeus_traces:documents-01428:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
documents-01428:d001
documents/support_ticket
train
train
documents
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["0"]}
{"label_evidence":{"method":"document_reference_field_match","supporting_message_indices":[1]},"prefix_message_count":2,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"documents-01428"}
e6fa9424c42d212bcafe0ac92560ba5700bdb009dc6e15a205e2c794b90dce19
true
0.000016
zeus_traces:failure_recovery-01212:d001
zeus_traces
Flownium/zeus-30k-trace-dataset
68de5f7a9c24907a178b4a5d27ae2211d1a43819
failure_recovery-01212:d001
failure_recovery/invalid_request
train
train
failure_recovery
choice
supported
{"messages":[{"content":"You are completing a task for an execution-trace dataset. Follow the supplied task and output format. Use only supplied facts for factual claims. Use available tools when required. Treat tool outputs as observations, follow the explicit retry policy, and ask for necessary missing information. C...
{"correct_option_ids":["2"]}
{"label_evidence":{"method":"visible_context_rule","supporting_message_indices":[1,3]},"prefix_message_count":4,"reasoning_transform":"Only recorded emissions before the prefix boundary; no future reasoning.","source_reasoning_eligibility":"not_separately_flagged","source_trace_id":"failure_recovery-01212"}
b27f7ac1f88622c9c4df8c14434a7706be9fb511fa969cba182b69353eb6f370
true
0.000016
toolace:05065:turn001
toolace
Team-ACE/ToolACE
6bda777c88d21e5a204703c1ee45597a8fa4f734
05065:turn001
tool_catalog:b712203bbf5f613516728525fddf7c6082a04e191811122bb99bcea8f163a5b2
train
train
tool_selection
multi_choice
upstream_demonstrated_action
{"messages":[{"content":"You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the function can be used, point it out. If the given question lacks the paramet...
{"correct_option_ids":["1"],"selection_mode":"set"}
{"label_semantics":"Functions used in the source next assistant turn; arguments/order are not targets. Tool results are source demonstrations, not executions by this build.","prefix_message_count":2,"selected_function_names":null,"source_conversation_index":5065,"source_turn_index":1}
8202ac0d632fa0ef639217791db0a91f2426300ccc22265061817e9076cdbec5
true
0.000009