instance_id stringlengths 55 127 | patch stringclasses 63
values | FAIL_TO_PASS listlengths 1 4.14k ⌀ | PASS_TO_PASS listlengths 5 5.44k ⌀ | image_name stringclasses 26
values | repo stringclasses 26
values | problem_statement stringlengths 261 2.28k | task_id stringlengths 28 69 | domain stringclasses 8
values | system_prompt stringclasses 34
values | user_prompt stringclasses 64
values | selected_tools listlengths 4 17 ⌀ | restricted_tools listlengths 0 0 ⌀ | mcp_endpoint stringclasses 1
value | number_of_runs int64 1 1 ⌀ | reset_database_between_runs bool 1
class | gym_servers_config stringclasses 50
values | verifiers stringclasses 64
values | benchmark stringclasses 2
values | enterprise_ops_test_result stringlengths 503 14.5k ⌀ | skillsbench_test_result stringclasses 0
values | instruction stringlengths 261 6.16k | num_actions int64 1 117 | conversation_archive_path stringlengths 180 272 | benchmark_run_name stringclasses 6
values | resolved bool 2
classes | model_pred_patch stringlengths 0 70.9k ⌀ | model stringclasses 3
values | eval_report stringlengths 44 485k ⌀ | eval_test_output stringlengths 6.17k 5.32M ⌀ | prompt_tokens int64 5.78k 11.5M | reasoning_tokens int64 337 197k | completion_tokens int64 759 220k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
eog-gpt-5.5-2026-04-23-oh-task_20251219_111409_528_c5ca08eb_db61cf35 | null | null | null | null | null | Travis Wood confirmed he is experiencing an issue with the Jira Server, which is unreachable. He mentioned that one of his colleagues already raised ticket number INC-000023 for a similar issue. Using INC-000023 as a reference number, please create a new incident for Travis and link the same service, service offering, ... | task_20251219_111409_528_c5ca08eb_db61cf35 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Travis Wood confirmed he is experiencing an issue with the Jira Server, which is unreachable. He mentioned that one of his colleagues already raised ticket number INC-000023 for a similar issue. Using INC-000023 as a reference number, please create a new incident for Travis and link the same service, service offering, ... | [
"get_user_using_name",
"find_incident_by_number",
"get_user",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765949061488_6sskwu6en.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Service and Service Offering Linkage", "description": "Verify Service and Service Offering Linkage", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident where incident_id=\"INC_101\" AND ( service IS NULL OR service_offering IS ... | enterprise-ops-gym | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":1,"verification_results":{"Verify Service and Service Offering Linkage":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) F... | null | Travis Wood confirmed he is experiencing an issue with the Jira Server, which is unreachable. He mentioned that one of his colleagues already raised ticket number INC-000023 for a similar issue. Using INC-000023 as a reference number, please create a new incident for Travis and link the same service, service offering, ... | 4 | runs/enterprise_ops_gym_valid/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_validation/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_111409_528_c5ca08eb_db61cf35.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | null | gpt-5.5-2026-04-23 | null | null | 22,595 | 1,685 | 2,066 |
eog-gemini-gemini-3.5-flash-oh-task_20260116_091935_817_d4a463c3_3f20bdca | null | null | null | null | null | Barbara Perry called about issues accessing the new HR portal, she's confused by the Workday UI changes and needs a walkthrough guide urgently as she’s looking for guidance to get comfortable with the new interface. Her manager Robin Monroe just confirmed he's finalized that comprehensive KB article titled "New HR Port... | task_20260116_091935_817_d4a463c3_3f20bdca | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Barbara Perry called about issues accessing the new HR portal, she's confused by the Workday UI changes and needs a walkthrough guide urgently as she’s looking for guidance to get comfortable with the new interface. Her manager Robin Monroe just confirmed he's finalized that comprehensive KB article titled "New HR Port... | [
"create_incident",
"update_incident",
"get_user",
"get_user_using_name",
"retrieve_knowledge_articles"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765949061488_6sskwu6en.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Incident KB link", "description": "Verify Incident KB link", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) = 0 THEN 1 ELSE 0 END AS no_link_present FROM incident_knowledge WHERE incident_id='INC_101' AND knowledge_id='KB_023'",... | enterprise-ops-gym | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident KB link":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN COUNT(*) = 0 THEN 1 E... | null | Barbara Perry called about issues accessing the new HR portal, she's confused by the Workday UI changes and needs a walkthrough guide urgently as she’s looking for guidance to get comfortable with the new interface. Her manager Robin Monroe just confirmed he's finalized that comprehensive KB article titled "New HR Port... | 6 | runs/enterprise_ops_gym_valid/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_validation/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_091935_817_d4a463c3_3f20bdca.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | null | gemini/gemini-3.5-flash | null | null | 60,736 | 5,712 | 6,547 |
swes-gpt-5.5-2026-04-23-oh-mozilla__bleach.73871d76.func_pm_op_break_chains__45fc5bum | diff --git a/bleach/_vendor/html5lib/treebuilders/etree.py b/bleach/_vendor/html5lib/treebuilders/etree.py
index 5ccfc4d..2548188 100644
--- a/bleach/_vendor/html5lib/treebuilders/etree.py
+++ b/bleach/_vendor/html5lib/treebuilders/etree.py
@@ -249,13 +249,12 @@ def getETreeBuilder(ElementTreeImplementation, fullTree=F... | [
"tests/test_clean.py::test_clean_idempotent[text<em>]",
"tests/test_clean.py::test_clean_idempotent_img",
"tests/test_clean.py::test_only_text_is_cleaned",
"tests/test_clean.py::test_empty",
"tests/test_clean.py::test_content_has_no_html",
"tests/test_clean.py::test_html_is_lowercased",
"tests/test_clea... | [
"tests/test_callbacks.py::TestNofollowCallback::test_blank",
"tests/test_callbacks.py::TestNofollowCallback::test_no_href",
"tests/test_callbacks.py::TestNofollowCallback::test_basic",
"tests/test_callbacks.py::TestNofollowCallback::test_mailto",
"tests/test_callbacks.py::TestNofollowCallback::test_has_nofo... | swebench/swesmith.x86_64.mozilla_1776_bleach.73871d76 | swesmith/mozilla__bleach.73871d76 | Tree serialization indentation broken for element text content
#### Description
When serializing HTML elements to tree format, the indentation for element text content is incorrect. Text content appears with minimal indentation instead of proper nested indentation based on element depth.
#### Steps/Code to Reproduce... | mozilla__bleach.73871d76.func_pm_op_break_chains__45fc5bum | null | null | null | null | null | null | null | null | null | null | swe-smith | null | null | I have access to a code repository in the directory /workspace/mozilla__bleach.73871d76/ . You can explore and modify files using the available tools. Consider the following issue description:
<issue_description>
Tree serialization indentation broken for element text content
#### Description
When serializing HTML el... | 51 | runs/swesmith2k_valid64/openai/gpt-5.5/SWE-bench__SWE-smith-py-train/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all/conversations/mozilla__bleach.73871d76.func_pm_op_break_chains__45fc5bum.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | diff --git a/bleach/_vendor/html5lib/treebuilders/etree.py b/bleach/_vendor/html5lib/treebuilders/etree.py
index 2548188..5ccfc4d 100644
--- a/bleach/_vendor/html5lib/treebuilders/etree.py
+++ b/bleach/_vendor/html5lib/treebuilders/etree.py
@@ -249,12 +249,13 @@ def getETreeBuilder(ElementTreeImplementation, fullTree=F... | gpt-5.5-2026-04-23 | {
"patch_exists": true,
"resolved": true,
"tests_status": {
"FAIL_TO_PASS": {
"success": [
"tests/test_clean.py::test_clean_idempotent[text<em>]",
"tests/test_clean.py::test_clean_idempotent_img",
"tests/test_clean.py::test_only_text_is_cle... | + cd /testbed
+ : '>>>>> Start Test Output'
+ source /opt/miniconda3/bin/activate
++ _CONDA_ROOT=/opt/miniconda3
++ . /opt/miniconda3/etc/profile.d/conda.sh
+++ export CONDA_EXE=/opt/miniconda3/bin/conda
+++ CONDA_EXE=/opt/miniconda3/bin/conda
+++ export _CE_M=
+++ _CE_M=
+++ export _CE_CONDA=
+++ _CE_CONDA=
+++ export... | 1,433,132 | 2,918 | 12,486 |
swes-gpt-5.5-2026-04-23-oh-andialbrecht__sqlparse.e57923b3.func_basic__1upjaqs7 | "diff --git a/sqlparse/lexer.py b/sqlparse/lexer.py\nindex 8f88d17..4382854 100644\n--- a/sqlparse/l(...TRUNCATED) | ["tests/test_cli.py::test_valid_args","tests/test_cli.py::test_stdout","tests/test_cli.py::test_enco(...TRUNCATED) | ["tests/test_cli.py::test_cli_main_empty","tests/test_cli.py::test_parser_empty","tests/test_cli.py:(...TRUNCATED) | swebench/swesmith.x86_64.andialbrecht_1776_sqlparse.e57923b3 | swesmith/andialbrecht__sqlparse.e57923b3 | "SQL keyword recognition broken - all keywords treated as identifiers\n\n#### Description\n\nSQL key(...TRUNCATED) | andialbrecht__sqlparse.e57923b3.func_basic__1upjaqs7 | null | null | null | null | null | null | null | null | null | null | swe-smith | null | null | "I have access to a code repository in the directory /workspace/andialbrecht__sqlparse.e57923b3/ . Y(...TRUNCATED) | 28 | "runs/swesmith2k_valid64/openai/gpt-5.5/SWE-bench__SWE-smith-py-train/gpt-5.5-2026-04-23_sdk_513653c(...TRUNCATED) | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | "diff --git a/sqlparse/lexer.py b/sqlparse/lexer.py\nindex 4382854..8f88d17 100644\n--- a/sqlparse/l(...TRUNCATED) | gpt-5.5-2026-04-23 | "{\n \"patch_exists\": true,\n \"resolved\": true,\n \"tests_status\": {\n \"FAIL_TO(...TRUNCATED) | "+ cd /testbed\n+ : '>>>>> Start Test Output'\n+ source /opt/miniconda3/bin/activate\n++ _CONDA_ROOT(...TRUNCATED) | 562,611 | 1,921 | 9,071 |
"swes-gemini-gemini-3.5-flash-oh-lincolnloop__python-qrcode.456b01d4.func_pm_class_rm_funcs__i2sijd4(...TRUNCATED) | "diff --git a/qrcode/image/pil.py b/qrcode/image/pil.py\nindex 57ee13a..67c3925 100644\n--- a/qrcode(...TRUNCATED) | ["qrcode/tests/test_example.py::test_example","qrcode/tests/test_qrcode_pil.py::test_render_pil","qr(...TRUNCATED) | ["qrcode/tests/test_qrcode.py::test_basic","qrcode/tests/test_qrcode.py::test_large","qrcode/tests/t(...TRUNCATED) | swebench/swesmith.x86_64.lincolnloop_1776_python-qrcode.456b01d4 | swesmith/lincolnloop__python-qrcode.456b01d4 | "PilImage.new_image method missing causes AttributeError when creating QR codes\n\nWhen trying to cr(...TRUNCATED) | lincolnloop__python-qrcode.456b01d4.func_pm_class_rm_funcs__i2sijd4c | null | null | null | null | null | null | null | null | null | null | swe-smith | null | null | "I have access to a code repository in the directory /workspace/lincolnloop__python-qrcode.456b01d4/(...TRUNCATED) | 48 | "runs/swesmith2k_valid64/google/gemini-3.5-flash/SWE-bench__SWE-smith-py-train/gemini/gemini-3.5-fla(...TRUNCATED) | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | "diff --git a/qrcode/image/pil.py b/qrcode/image/pil.py\nindex 67c3925..efb976f 100644\n--- a/qrcode(...TRUNCATED) | gemini/gemini-3.5-flash | "{\n \"patch_exists\": true,\n \"resolved\": true,\n \"tests_status\": {\n \"FAIL_TO(...TRUNCATED) | "+ cd /testbed\n+ : '>>>>> Start Test Output'\n+ source /opt/miniconda3/bin/activate\n++ _CONDA_ROOT(...TRUNCATED) | 1,161,506 | 7,887 | 16,574 |
eog-gemini-gemini-3.5-flash-oh-task_20251127_152838_396_99ba2325_8391501f | null | null | null | null | null | "hey Simon LLC is transitioning their NY sites the retiring Simon Llc Site A - New York is being inc(...TRUNCATED) | task_20251127_152838_396_99ba2325_8391501f | csm | "CSM Agent Policy\n\nYou are a Customer Service Management assistant. Your goal is to assist users i(...TRUNCATED) | "hey Simon LLC is transitioning their NY sites the retiring Simon Llc Site A - New York is being inc(...TRUNCATED) | ["create_new_case","list_users","find_account","update_installed_product_details","retrieve_installe(...TRUNCATED) | [] | /mcp | 1 | true | "[{\"mcp_server_name\": \"sn-csm-server\", \"mcp_server_url\": \"http://localhost:8001\", \"seed_dat(...TRUNCATED) | "[{\"verifier_type\": \"database_state\", \"name\": \"Verify location deactivated\", \"description\"(...TRUNCATED) | enterprise-ops-gym | "{\"database_cleanup_succeeded\":true,\"domain\":\"csm\",\"passed_verifiers\":3,\"resolved\":false,\(...TRUNCATED) | null | "hey Simon LLC is transitioning their NY sites the retiring Simon Llc Site A - New York is being inc(...TRUNCATED) | 12 | "runs/enterprise_ops_gym_valid/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-(...TRUNCATED) | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | null | gemini/gemini-3.5-flash | null | null | 94,040 | 4,131 | 4,897 |
eog-gemini-gemini-3.5-flash-oh-task_20260109_172559_279_e6427839_f711406f | null | null | null | null | null | "Please stand up a new lifecycle event for our Global Assignment Offboarding Program in the ServiceN(...TRUNCATED) | task_20260109_172559_279_e6427839_f711406f | hr | "HR MANAGEMENT ASSISTANT POLICY\n\nRole: HR Management Assistant\n\nSystem Scope: Internal Employee (...TRUNCATED) | "Please stand up a new lifecycle event for our Global Assignment Offboarding Program in the ServiceN(...TRUNCATED) | ["create_new_service_template","find_group_by_name","list_user_groups","create_new_hr_service","list(...TRUNCATED) | [] | /mcp | 1 | true | "[{\"mcp_server_name\": \"sn-hr-internal\", \"mcp_server_url\": \"http://localhost:8008\", \"seed_da(...TRUNCATED) | "[{\"verifier_type\": \"database_state\", \"name\": \"Topic Category created: Global Assignments und(...TRUNCATED) | enterprise-ops-gym | "{\"database_cleanup_succeeded\":true,\"domain\":\"hr\",\"passed_verifiers\":5,\"resolved\":false,\"(...TRUNCATED) | null | "Please stand up a new lifecycle event for our Global Assignment Offboarding Program in the ServiceN(...TRUNCATED) | 14 | "runs/enterprise_ops_gym_valid/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-(...TRUNCATED) | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | null | gemini/gemini-3.5-flash | null | null | 168,895 | 6,505 | 8,172 |
"eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_123301_181_64a4ebb9_4c1d5329(...TRUNCATED) | null | null | null | null | null | "I need to securely archive the 'Technical Spec.pdf' file. First, create a new folder named 'Secure_(...TRUNCATED) | task_20251128_123301_181_64a4ebb9_4c1d5329 | drive | "You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully a(...TRUNCATED) | "I need to securely archive the 'Technical Spec.pdf' file. First, create a new folder named 'Secure_(...TRUNCATED) | [
"create_comments",
"copy_files",
"list_files",
"update_files",
"delete_files",
"create_file"
] | [] | /mcp | 1 | true | "[{\"mcp_server_name\": \"gym-google-drive-mcp\", \"mcp_server_url\": \"http://localhost:8009\", \"s(...TRUNCATED) | "[{\"verifier_type\": \"database_state\", \"name\": \"Verify Folder\", \"description\": \"Checks if (...TRUNCATED) | enterprise-ops-gym | "{\"database_cleanup_succeeded\":true,\"domain\":\"drive\",\"passed_verifiers\":4,\"resolved\":true,(...TRUNCATED) | null | "I need to securely archive the 'Technical Spec.pdf' file. First, create a new folder named 'Secure_(...TRUNCATED) | 6 | "runs/enterprise_ops_gym_valid/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-dr(...TRUNCATED) | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | null | fireworks_ai/accounts/fireworks/models/minimax-m3 | null | null | 24,787 | 337 | 1,122 |
swes-gpt-5.5-2026-04-23-oh-stanfordnlp__string2string.c4a72f59.func_pm_op_change_const__8gw8ztxj | "diff --git a/string2string/alignment/classical.py b/string2string/alignment/classical.py\nindex 86c(...TRUNCATED) | [
"tests/test_alignment.py::AlignmentTestCase::test_hiirschberg"
] | ["tests/test_alignment.py::AlignmentTestCase::test_dtw","tests/test_alignment.py::AlignmentTestCase:(...TRUNCATED) | swebench/swesmith.x86_64.stanfordnlp_1776_string2string.c4a72f59 | swesmith/stanfordnlp__string2string.c4a72f59 | "### Description\n\nIt seems there's an issue with the Hirschberg alignment algorithm after the rece(...TRUNCATED) | stanfordnlp__string2string.c4a72f59.func_pm_op_change_const__8gw8ztxj | null | null | null | null | null | null | null | null | null | null | swe-smith | null | null | "I have access to a code repository in the directory /workspace/stanfordnlp__string2string.c4a72f59/(...TRUNCATED) | 43 | "runs/swesmith2k_valid64/openai/gpt-5.5/SWE-bench__SWE-smith-py-train/gpt-5.5-2026-04-23_sdk_513653c(...TRUNCATED) | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-logprobs-all | true | "diff --git a/string2string/alignment/classical.py b/string2string/alignment/classical.py\nindex 416(...TRUNCATED) | gpt-5.5-2026-04-23 | "{\n \"patch_exists\": true,\n \"resolved\": true,\n \"tests_status\": {\n \"FAIL_TO(...TRUNCATED) | "+ cd /testbed\n+ : '>>>>> Start Test Output'\n+ source /opt/miniconda3/bin/activate\n++ _CONDA_ROOT(...TRUNCATED) | 1,149,588 | 2,548 | 11,363 |
eog-gpt-5.5-2026-04-23-oh-task_20251202_171004_871_0a0bf089_489e2b2d | null | null | null | null | null | "Create a new secondary Google Calendar named “Orion Strategy Tracker” using the New York time z(...TRUNCATED) | task_20251202_171004_871_0a0bf089_489e2b2d | calendar | "You are a Google Calendar automation agent with full administrative permissions to manage users, ca(...TRUNCATED) | "Create a new secondary Google Calendar named “Orion Strategy Tracker” using the New York time z(...TRUNCATED) | [
"create_calendar",
"create_event",
"add_calendar_to_list",
"patch_calendar"
] | [] | /mcp | 1 | true | "[{\"mcp_server_name\": \"gym-calendar\", \"mcp_server_url\": \"http://localhost:8003\", \"seed_data(...TRUNCATED) | "[{\"verifier_type\": \"database_state\", \"name\": \"Verify secondary calendar creation\", \"descri(...TRUNCATED) | enterprise-ops-gym | "{\"database_cleanup_succeeded\":true,\"domain\":\"calendar\",\"passed_verifiers\":4,\"resolved\":fa(...TRUNCATED) | null | "Create a new secondary Google Calendar named “Orion Strategy Tracker” using the New York time z(...TRUNCATED) | 6 | "runs/enterprise_ops_gym_valid/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-ca(...TRUNCATED) | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | null | gpt-5.5-2026-04-23 | null | null | 28,962 | 736 | 1,323 |
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