id
string
language
string
category
string
domain
string
subdomain
string
request
string
state
string
context
string
candidate_actions
string
gold_actions
list
no_action
bool
metadata
string
provenance
string
v1-hard-0009780
en
unseen_action_name
hr
immigration
Sana's role is relocating from Austin to Denver - file the work-location amendment for her H-1B.
{"employee_id": "E-7215", "relocation": {"effective": "2025-08-01", "from": "Austin, TX", "to": "Denver, CO"}, "visa": {"status": "active", "type": "H-1B"}}
{"legal_routing": "internal counsel"}
[{"description": "Files an H-1B amendment with legal counsel for a material change such as work site, role, or salary on an existing petition.", "domain": "hr", "family": "EXECUTE", "name": "sable_immig_amendment_file"}, {"description": "Retrieves current status, receipts, and notices for an immigration case.", "domain...
[ "sable_immig_amendment_file" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009781
en
unseen_action_name
hr
recruiting
Reopen req 5512 - our top candidate withdrew and we're restarting the search with the same headcount.
{"requisition": {"headcount": 1, "id": "5512", "reopen_allowed": true, "status": "closed_offer_declined"}}
{}
[{"description": "Reactivates a closed requisition, restoring the posting and candidate pipeline without creating new headcount.", "domain": "hr", "family": "UPDATE", "name": "meridian_req_reopen"}, {"description": "Creates a brand-new requisition requiring fresh headcount approval.", "domain": "hr", "family": "CREATE"...
[ "meridian_req_reopen" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009782
en
unseen_action_name
hr
interviewing
Move Devon's panel interview from Tuesday 10:00 to Wednesday 14:00 - the hiring manager has a conflict.
{"interview": {"candidate": "Devon L.", "id": "IV-3321", "panel_size": 3, "slot": "2025-06-03T10:00", "status": "scheduled"}}
{}
[{"description": "Moves an existing interview to a new slot and re-sends calendar invites to candidate and panel.", "domain": "hr", "family": "UPDATE", "name": "falcon_interview_reschedule"}, {"description": "Books a new interview slot for a candidate who is not yet scheduled.", "domain": "hr", "family": "CREATE", "nam...
[ "falcon_interview_reschedule" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009783
en
unseen_action_name
hr
employee_relations
Log a formal grievance for Marco against his shift supervisor - he wants it on the record under his name, not anonymous.
{"employee_id": "E-4402", "er_cases_open": 0, "policy": {"ethics_hotline": "anonymous_only", "grievance_form": "named, HR investigated"}}
{"requester": "HR business partner"}
[{"description": "Opens a named formal grievance case for investigation by Employee Relations.", "domain": "hr", "family": "CREATE", "name": "harbor_er_grievance_file"}, {"description": "Files an anonymous ethics/compliance report routed to the audit committee.", "domain": "hr", "family": "CREATE", "name": "harbor_ethi...
[ "harbor_er_grievance_file" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009784
en
unseen_action_name
hr
performance
The promotion to Senior Program Manager was approved - process it in the HRIS so the new level takes effect June 1.
{"employee_id": "E-3010", "promotion": {"approved": true, "effective": "2025-06-01", "new_level": "L5", "new_title": "Senior Program Manager"}}
{}
[{"description": "Applies an approved promotion in the HRIS: updates title, level, and reporting snapshot on the effective date.", "domain": "hr", "family": "EXECUTE", "name": "ridge_hris_promotion_process"}, {"description": "Changes the job title label on the employee record without altering level, band, or pay compon...
[ "ridge_hris_promotion_process" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009786
en
unseen_action_name
hr
offer_management
The offer letter is finalized - get signatures from the candidate and the VP on it.
{"offer": {"esign_status": "not_sent", "id": "OF-8123", "signers": ["candidate", "VP Operations"], "status": "finalized_pdf"}}
{}
[{"description": "Routes the finalized offer PDF for e-signature to the specified signers and tracks completion.", "domain": "hr", "family": "EXECUTE", "name": "brightsign_offer_esign_request"}, {"description": "Generates a new offer letter PDF from the approved template and salary data.", "domain": "hr", "family": "CR...
[ "brightsign_offer_esign_request" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009787
en
unseen_action_name
hr
org_management
Change Elena's manager to Dario - everything else (team, cost center, location) stays the same.
{"employee_id": "E-2231", "org": {"cost_center": "CC-430", "location": "Remote-Lisbon", "manager": "R. Osei", "team": "Revenue Ops"}}
{}
[{"description": "Changes an employee's direct manager in the org hierarchy; leaves team, cost center, and location untouched.", "domain": "hr", "family": "UPDATE", "name": "quill_org_manager_reassign"}, {"description": "Executes a full internal transfer: new department, cost center reassignment, and manager change tog...
[ "quill_org_manager_reassign" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009788
en
unseen_action_name
hr
engagement
Nudge the 30% who haven't filled out the engagement survey - the deadline is Thursday.
{"survey": {"closes": "2025-06-05", "id": "ENG-Q2", "response_rate": 0.7, "status": "open"}}
{"anonymity": "must be preserved"}
[{"description": "Emails a reminder only to employees who have not yet submitted, preserving response anonymity.", "domain": "hr", "family": "NOTIFY", "name": "pulsewave_survey_remind_nonresp"}, {"description": "Starts a survey and opens it for responses.", "domain": "hr", "family": "EXECUTE", "name": "pulsewave_survey...
[ "pulsewave_survey_remind_nonresp" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009789
en
unseen_action_name
hr
time_tracking
Log a half-day sick leave for tomorrow morning for me - I have a doctor's appointment.
{"date": "2025-06-04", "employee_id": "E-8877", "leave_type": "sick", "unit": "half_day_AM"}
{"requester": "employee themselves"}
[{"description": "Records a half-day (AM or PM) absence against a leave type with the corresponding balance deduction.", "domain": "hr", "family": "CREATE", "name": "tempus_leave_halfday_record"}, {"description": "Records a full-day absence against a leave type.", "domain": "hr", "family": "CREATE", "name": "tempus_lea...
[ "tempus_leave_halfday_record" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009790
en
unseen_action_name
hr
compensation
Start the annual merit planning cycle for all full-time staff - managers should receive their worksheets by Monday.
{"comp_cycle": {"budget_loaded": true, "name": "2026-Merit", "population": "full_time", "status": "not_started"}}
{}
[{"description": "Opens the merit cycle, allocates worksheets to managers, and enables budget pools.", "domain": "hr", "family": "EXECUTE", "name": "cadence_merit_cycle_launch"}, {"description": "Closes manager edits and locks approved increases for payroll handoff.", "domain": "hr", "family": "EXECUTE", "name": "caden...
[ "cadence_merit_cycle_launch" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009791
en
unseen_action_name
hr
background_screening
Order the standard background package (identity, employment, education) for finalist Camila before the offer.
{"bg_check_status": "none", "candidate_id": "CA-10507", "finalist": true, "package_policy": "standard pre-offer; credit screens not authorized for this role"}
{"jurisdiction": "US-CA"}
[{"description": "Orders the standard pre-offer package - identity, employment, and education verification - from the screening vendor.", "domain": "hr", "family": "EXECUTE", "name": "verify_bg_standard_order"}, {"description": "Orders the enhanced package adding criminal, credit, and global watchlist screening; requir...
[ "verify_bg_standard_order" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009792
en
unseen_action_name
hr
referrals
I want to refer my former colleague Jo for the open Data Analyst role and get the referral credit.
{"employee_id": "E-6612", "open_roles": ["Data Analyst II RQ-5521"], "referral_bonus_policy": "payable after referred hire reaches 90 days"}
{}
[{"description": "Submits a referral linking an external contact to an open requisition and credits the referring employee.", "domain": "hr", "family": "CREATE", "name": "amp_referral_candidate_submit"}, {"description": "Claims the referral bonus for a referred hire who has passed the tenure threshold.", "domain": "hr"...
[ "amp_referral_candidate_submit" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009793
en
unseen_action_name
hr
access_admin
Give Tanja admin rights to the payroll module so she can run off-cycle payments while Rosa is on leave.
{"module": "payroll", "policy": "payroll admin requires CFO-approved security change ticket", "requested_role": "module_admin", "target_user": "T. Brennan"}
{"requester_role": "hr_ops_lead"}
[{"description": "Grants read-only access to the HR portal over single sign-on.", "domain": "hr", "family": "EXECUTE", "name": "keysmith_sso_readonly_grant"}, {"description": "Adds a user to an email distribution list or security group.", "domain": "hr", "family": "UPDATE", "name": "keysmith_dl_membership_add"}, {"desc...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009794
en
unseen_action_name
hr
performance
Extend Ibrahim's three-month probation by two months - his ramp has been slower than expected.
{"employee_id": "E-7788", "hire_date": "2025-03-10", "performance": "below ramp expectations", "probation": {"end": "2025-06-09", "months": 3}}
{}
[{"description": "Opens a formal performance improvement plan with goals and check-in dates.", "domain": "hr", "family": "CREATE", "name": "pathfinder_pip_initiate"}, {"description": "Documents an informal coaching conversation in the employee record.", "domain": "hr", "family": "CREATE", "name": "pathfinder_coaching_n...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009795
en
unseen_action_name
hr
compensation
Get a $1,500 spot bonus approved for Lena's crisis-week heroics - one-time, paid this month.
{"amount_usd": 1500, "bonus_plan": "annual; not eligible for mid-cycle adds", "employee_id": "E-5502", "request_type": "discretionary_spot"}
{}
[{"description": "Submits a one-time discretionary bonus for approval and off-cycle payment.", "domain": "hr", "family": "CREATE", "name": "cadence_discretionary_bonus_submit"}, {"description": "Enrolls an employee in a recurring bonus or incentive plan.", "domain": "hr", "family": "CREATE", "name": "cadence_bonus_plan...
[ "cadence_discretionary_bonus_submit" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009796
en
unseen_action_name
hr
onboarding
Get Marta a MacBook and monitor shipped to her home before her June 9 start - the IT accounts are being handled by a separate task.
{"equipment_profile": "standard engineering laptop kit", "it_accounts": "separate task, out of scope", "new_hire_id": "NH-2210", "start_date": "2025-06-09"}
{}
[{"description": "Orders and ships the standard equipment kit for a new hire to their home address.", "domain": "hr", "family": "EXECUTE", "name": "forge_asset_kit_ship"}, {"description": "Generates a return shipping label for offboarding equipment.", "domain": "hr", "family": "OTHER", "name": "forge_asset_return_label...
[ "forge_asset_kit_ship" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009797
en
unseen_action_name
hr
employee_records
Just retitle Bo's role from Associate Recruiter to Recruiter - no level, comp, or org changes.
{"comp": "unchanged", "current_title": "Associate Recruiter", "employee_id": "E-3390", "level": "P2 unchanged"}
{}
[{"description": "Updates the job title label on the employee record without changing level, pay, or reporting.", "domain": "hr", "family": "UPDATE", "name": "ridge_hris_title_only_update"}, {"description": "Applies an approved promotion including level and compensation changes.", "domain": "hr", "family": "EXECUTE", "...
[ "ridge_hris_title_only_update" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009798
en
unseen_action_name
hr
benefits
Update my 401(k) beneficiaries - I'm naming my spouse at 80% and my brother at 20%.
{"current_beneficiaries": ["mother 100%"], "employee_id": "E-4466", "life_insurance_beneficiaries": "separate record", "plan": "401(k) retirement"}
{}
[{"description": "Records percentage-based primary and contingent beneficiary elections for the retirement plan.", "domain": "hr", "family": "UPDATE", "name": "lumenhr_retirement_beneficiary_update"}, {"description": "Adds a dependent's demographic record for medical and dental eligibility.", "domain": "hr", "family": ...
[ "lumenhr_retirement_beneficiary_update" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2f78b5d21693bdef8693356c", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2f78b5d21693bdef8693356c"}
v1-hard-0009799
en
unseen_action_name
ITSM
Incident Management
Datacenter rack 12 lost power and the billing API is down - get a ticket into the system for the night shift to pick up.
{"active_incident_for_service": "billing-api", "follow_sun": true, "open_incidents": 0, "queue": "infrastructure.support"}
{"channel": "phone", "reported_by_role": "service_desk_agent"}
[{"description": "Registers a brand-new incident record with impact, urgency and description fields and places it in the intake triage queue.", "domain": "ITSM", "family": "CREATE", "name": "core.hdx.case.open"}, {"description": "Modifies priority, assignment or work notes on an incident that already exists in the syst...
[ "core.hdx.case.open" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009800
en
unseen_action_name
ITSM
Major Incident Management
Payments gateway is down for all EU customers. Invoke the crisis procedure and get responders on a live bridge right now.
{"bridge_tool": "available", "mia_oncall_available": true, "open_sev1_count": 1, "service_scope": "customer_facing"}
{"impact": "all_eu_customers", "urgency": "critical"}
[{"description": "Declares a major incident, pages the incident commander and support cast, opens a live bridge, and starts the stakeholder communication cadence.", "domain": "ITSM", "family": "EXECUTE", "name": "guardian.mir.invoke"}, {"description": "Sends a status update to the stakeholder distribution list without ...
[ "guardian.mir.invoke" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009802
en
unseen_action_name
ITSM
Problem Management
Attach the six open VPN drop incidents to the known problem the network team is already tracking.
{"open_problem_id": "PRB-8891", "problem_status": "root_cause_investigation", "unlinked_incidents": 6}
{}
[{"description": "Associates specified incident records with an existing open problem and marks those incidents as 'problem known'.", "domain": "ITSM", "family": "UPDATE", "name": "defect.ledger.link"}, {"description": "Creates a brand-new problem record; leaves existing incidents unassociated.", "domain": "ITSM", "fam...
[ "defect.ledger.link" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009803
en
unseen_action_name
ITSM
Change Management
SEV1 is burning and we must push the hotfix to production immediately - get the emergency go-ahead logged.
{"cab_next_slot_hours": 48, "change_type": "emergency", "linked_sev1": "INC-4471", "rollback_tested": true}
{}
[{"description": "Records emergency change authorization for a break-fix with a linked SEV1 and tested rollback; bypasses CAB scheduling.", "domain": "ITSM", "family": "EXECUTE", "name": "cmg.rfc.emergency.authorize"}, {"description": "Logs a new change request into the normal pipeline for CAB assessment.", "domain": "...
[ "cmg.rfc.emergency.authorize" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009804
en
unseen_action_name
ITSM
Change Management
Block next Saturday 02:00-04:00 so the database patching change has a maintenance slot.
{"freeze_period": false, "max_parallel_changes": 3, "overlapping_changes": 0}
{}
[{"description": "Books a specific date and time maintenance window on the shared change calendar for a change.", "domain": "ITSM", "family": "OTHER", "name": "cmg.window.reserve"}, {"description": "Creates the change request record itself without booking any calendar time.", "domain": "ITSM", "family": "CREATE", "name...
[ "cmg.window.reserve" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009805
en
unseen_action_name
ITSM
Change Management
Run the TLS certificate renewal through the fast path - it is on the pre-approved standard list.
{"cab_required": false, "last_execution_days_ago": 90, "standard_template": "std-201-cert-renew"}
{}
[{"description": "Executes a change using a pre-approved standard template from the standard change catalogue; no CAB review required.", "domain": "ITSM", "family": "EXECUTE", "name": "cmg.autolane.std.execute"}, {"description": "Logs a normal change request into the CAB assessment pipeline.", "domain": "ITSM", "family...
[ "cmg.autolane.std.execute" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009806
en
unseen_action_name
ITSM
Access Management
The new contractor on the data-migration project starts Monday and needs reporting access, but only for the six-week engagement.
{"engagement_end_days": 42, "existing_entitlement": false, "perm_access_approval_on_file": false, "policy_max_temporary_access_days": 90}
{}
[{"description": "Provisions an entitlement with automatic expiry on a fixed date; allowed up to 90 days without standing approval.", "domain": "ITSM", "family": "EXECUTE", "name": "idvault.grant.temp"}, {"description": "Provisions a standing entitlement with no expiry; requires department-head approval already on file...
[ "idvault.grant.temp" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009807
en
unseen_action_name
ITSM
Service Request Management
Order the standard 14-inch laptop bundle for the new designer starting on the 5th.
{"budget_alert_active": false, "catalog_item_status": "available", "requester_cost_center": "cc-2210"}
{"catalog_item": "std-laptop-14"}
[{"description": "Fulfills an approved catalog hardware or software request: reserves stock and starts the delivery task chain.", "domain": "ITSM", "family": "EXECUTE", "name": "svcportal.req.fulfil"}, {"description": "Authors and publishes a brand-new offering in the service catalog.", "domain": "ITSM", "family": "CRE...
[ "svcportal.req.fulfil" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009808
en
unseen_action_name
ITSM
Knowledge Management
Before we close the ticket, capture the middleware workaround as an internal article the team can reuse later.
{"author_role": "resolver", "incident_state": "resolved_pending_closure", "kb_existing_match": false}
{}
[{"description": "Creates an internal draft knowledge article linked to the incident for later review and approval.", "domain": "ITSM", "family": "CREATE", "name": "kb.doc.draft"}, {"description": "Routes a completed draft to knowledge managers for approval; does not create new content.", "domain": "ITSM", "family": "R...
[ "kb.doc.draft" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009809
en
unseen_action_name
ITSM
Knowledge Management
The workaround write-up is finished - get it into the approval flow so it can go live.
{"approvals_recorded": "none", "article_state": "draft", "kb_policy": "manager_approval_required"}
{}
[{"description": "Routes a completed draft to knowledge managers for approval; cannot make the article searchable yet.", "domain": "ITSM", "family": "ROUTE", "name": "kb.doc.submit.review"}, {"description": "Makes an article live in the searchable knowledge base; valid only after approvals are recorded.", "domain": "IT...
[ "kb.doc.submit.review" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009810
en
unseen_action_name
ITSM
Identity Operations
The integration's service account keeps locking out - rotate its credential and push the new secret to the vault.
{"account_type": "service", "lockout_count_24h": 7, "self_service_eligible": false, "vault_integration": "active"}
{}
[{"description": "Rotates a service account credential, generates a new secret and synchronizes it to the secrets vault.", "domain": "ITSM", "family": "EXECUTE", "name": "idvault.cred.rotate.svc"}, {"description": "Triggers the end-user self-service password reset with email or OTP verification; only for named human ac...
[ "idvault.cred.rotate.svc" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009811
en
unseen_action_name
ITSM
SLA Management
The ticket has been sitting on the customer for extra information since Tuesday - make sure the clock reflects that.
{"incident_state": "pending_customer", "pause_policy": "pending_customer_pauses_sla", "pending_hours": 30, "sla_breach_eta_hours": 6}
{}
[{"description": "Pauses the SLA countdown on a ticket that is legitimately waiting on the requester, per the pause policy.", "domain": "ITSM", "family": "UPDATE", "name": "sla.watchdog.hold"}, {"description": "Warns the assignee and queue owner that the SLA is at risk of breach; does not alter the clock.", "domain": "...
[ "sla.watchdog.hold" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009812
en
unseen_action_name
ITSM
On-Call & Paging
Primary on-call still has not acknowledged the database alert - bring in the next tier.
{"minutes_since_first_page": 12, "policy": "escalate_after_10min_no_ack", "primary_ack": false, "primary_pages_sent": 2}
{"service": "database.platform"}
[{"description": "Pages the next tier in the on-call chain (secondary, then manager) when the primary fails to acknowledge within policy.", "domain": "ITSM", "family": "NOTIFY", "name": "pagegrid.escalate.next"}, {"description": "Re-pages the current primary on-call for the service.", "domain": "ITSM", "family": "NOTIF...
[ "pagegrid.escalate.next" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009814
en
unseen_action_name
ITSM
CMDB
The payments application now runs on the new Kubernetes cluster - record that dependency so impact maps stay correct.
{"ci_exists": true, "drift_detected": true, "relationship_type": "runs_on"}
{}
[{"description": "Creates or updates a dependency relationship such as runs_on or hosts between existing configuration items.", "domain": "ITSM", "family": "UPDATE", "name": "cfgstore.rel.bind"}, {"description": "Creates or updates a single configuration item's attributes; does not touch relationships.", "domain": "ITS...
[ "cfgstore.rel.bind" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009815
en
unseen_action_name
ITSM
Asset Lifecycle
The decommissioned SAN in the Leeds rack is finally being scrapped - take it off the books.
{"asset_state": "in_stock_decommissioned", "data_wipe_certificate": "on_file", "lease_active": false}
{}
[{"description": "Retires an asset from active inventory after decommission; requires a data-wipe certificate on file.", "domain": "ITSM", "family": "DELETE", "name": "asset.lifecycle.retire"}, {"description": "Moves an in-service asset to a new custodian or location.", "domain": "ITSM", "family": "UPDATE", "name": "as...
[ "asset.lifecycle.retire" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009816
en
unseen_action_name
ITSM
Incident Triage
The CFO cannot open expense reports - she is flagged VIP, so raise the ticket's urgency right away.
{"impact": "single_user", "incident": "INC-2210", "major_incident_policy": "requires_multi_user_or_service_impact", "vip_flag": true}
{}
[{"description": "Changes priority or urgency fields on the existing incident record.", "domain": "ITSM", "family": "UPDATE", "name": "core.hdx.case.amend"}, {"description": "Registers a separate new incident record.", "domain": "ITSM", "family": "CREATE", "name": "core.hdx.case.open"}, {"description": "Declares a majo...
[ "core.hdx.case.amend" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009817
en
unseen_action_name
ITSM
Post-Incident Review
Payments outage is resolved and compliance wants the formal root-cause write-up started for the P1 review.
{"incident_state": "resolved", "rca_due_days": 5, "rca_required": true, "severity": "P1"}
{}
[{"description": "Initiates the structured root-cause analysis report - timeline, contributing causes and corrective actions - for a resolved major incident.", "domain": "ITSM", "family": "CREATE", "name": "rca.report.author"}, {"description": "Creates a reusable workaround knowledge article draft.", "domain": "ITSM", ...
[ "rca.report.author" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009818
en
unseen_action_name
ITSM
Service Desk
The line is about to drop - book a 15-minute ring-back to the user at 14:30 instead of keeping them holding.
{"agent_state": "wrap_up", "callback_slots_open": true, "caller_wait_minutes": 22}
{}
[{"description": "Schedules an agent ring-back to a requester at a chosen time and records it on the ticket.", "domain": "ITSM", "family": "OTHER", "name": "svcdesk.callback.book"}, {"description": "Sends the post-resolution survey to the requester.", "domain": "ITSM", "family": "NOTIFY", "name": "voc.survey.emit"}, {"...
[ "svcdesk.callback.book" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009819
en
unseen_action_name
ITSM
Ticket Routing
Dashboard latency spikes trace back to slow queries on the orders database - send it to whoever owns the database platform.
{"auto_classify_confidence": "low", "ci": "db-orders-02", "owner_map": {"dbops": "database platform", "netops": "network", "secops": "security"}}
{}
[{"description": "Assigns the ticket to the database platform queue: DB performance, query tuning, replication, storage engines.", "domain": "ITSM", "family": "ROUTE", "name": "triage.route.dbops"}, {"description": "Assigns the ticket to network operations: link latency, connectivity, firewall and VPN issues.", "domain...
[ "triage.route.dbops" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009820
en
unseen_action_name
ITSM
Change Management
Approve the SharePoint patch change right now so we do not have to wait for Tuesday's CAB.
{"change_type": "normal", "linked_sev1": null, "on_standard_list": false, "requester_role": "change_requester"}
{}
[{"description": "Grants emergency authorization; valid only when a SEV1 incident is linked and rollback has been tested.", "domain": "ITSM", "family": "EXECUTE", "name": "cmg.rfc.emergency.authorize"}, {"description": "Adds the change to the next CAB agenda for review; does not approve it.", "domain": "ITSM", "family"...
[]
true
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009821
en
unseen_action_name
ITSM
Records & Retention
Wipe last year's resolved tickets out of the system entirely - the client insists on hard deletion.
{"legal_hold": false, "record_age_years": 1, "retention_policy_years": 7}
{}
[{"description": "Moves closed incidents to cold archive storage; records remain retrievable and auditable, not deleted.", "domain": "ITSM", "family": "UPDATE", "name": "core.hdx.case.archive"}, {"description": "Bulk-appends closure notes to selected incident records.", "domain": "ITSM", "family": "OTHER", "name": "cor...
[]
true
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009822
en
unseen_action_name
ITSM
Vendor & Integration
Give the vendor's engineers direct write access to our queue so they can update the ticket themselves.
{"policy": "external_users_read_only", "portal_federation": "enabled", "vendor_contract": "tier2_support"}
{}
[{"description": "Provisions a standing entitlement; valid for internal named users only.", "domain": "ITSM", "family": "EXECUTE", "name": "idvault.grant.perm"}, {"description": "Sends the vendor a ticket snapshot and an invite to the shared bridge; strictly read-only.", "domain": "ITSM", "family": "NOTIFY", "name": "n...
[]
true
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009823
en
unseen_action_name
ITSM
Change Enforcement
Skip the paperwork and just push the config tweak straight onto the production load balancers tonight.
{"change_freeze": false, "environment": "production", "linked_sev1": null, "policy": "all_production_changes_require_change_record"}
{}
[{"description": "Logs a change request into the normal CAB pipeline; does not deploy anything.", "domain": "ITSM", "family": "CREATE", "name": "cmg.rfc.submit"}, {"description": "Emergency authorization requiring a linked SEV1 incident; none is linked.", "domain": "ITSM", "family": "EXECUTE", "name": "cmg.rfc.emergenc...
[]
true
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009824
en
unseen_action_name
ITSM
Incident Lifecycle
The email sync problem we closed last week is back - put that same ticket back in progress.
{"closed_days_ago": 6, "incident_state": "closed", "recurrence_reported": true, "reopen_window_days": 14}
{}
[{"description": "Transitions a closed incident back to in progress within the policy reopen window when the reported fix did not hold.", "domain": "ITSM", "family": "UPDATE", "name": "core.hdx.case.reopen"}, {"description": "Registers a brand-new incident record with a fresh number.", "domain": "ITSM", "family": "CREA...
[ "core.hdx.case.reopen" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009825
en
unseen_action_name
ITSM
Change Execution
Verification failed on the middleware upgrade - execute the rollback we planned before the window closes.
{"change_state": "implement_verify_failed", "rollback_plan_approved": true, "window_remaining_minutes": 45}
{}
[{"description": "Triggers the approved rollback plan for a failed change while still inside its implementation window.", "domain": "ITSM", "family": "EXECUTE", "name": "cmg.rollback.invoke"}, {"description": "Closes the change record with post-implementation review notes.", "domain": "ITSM", "family": "UPDATE", "name"...
[ "cmg.rollback.invoke" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009826
en
unseen_action_name
ITSM
Feedback & CSAT
Send the customer the satisfaction survey now that their request is marked fulfilled.
{"request_state": "fulfilled", "survey_enabled": true, "surveys_sent_last_30d": 0}
{}
[{"description": "Sends the post-fulfillment satisfaction survey to the requester.", "domain": "ITSM", "family": "NOTIFY", "name": "voc.survey.emit"}, {"description": "Pushes a status update to a stakeholder distribution list.", "domain": "ITSM", "family": "NOTIFY", "name": "notify.stakeholders.broadcast"}, {"descripti...
[ "voc.survey.emit" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009828
en
unseen_action_name
ITSM
Service Catalog
Pull the legacy VPN appliance offer off the catalog - nobody should be able to order it after Friday.
{"catalog_item": "vpn-appliance-legacy", "open_requests": 0, "successor_item": "ztna-access"}
{}
[{"description": "Retires a catalog offering so it can no longer be ordered; already-approved requests continue to completion.", "domain": "ITSM", "family": "UPDATE", "name": "svcportal.catalog.item.sunset"}, {"description": "Edits pricing, form or fulfillment details of an offering while keeping it orderable.", "domai...
[ "svcportal.catalog.item.sunset" ]
false
{"category": "unseen_action_name", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "99715e085fbe598ee06862a4", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "99715e085fbe598ee06862a4"}
v1-hard-0009829
en
unseen_action_name
HR
Talent Acquisition
Open headcount for a Senior Backend Engineer in Berlin, funded from the Q3 engineering budget.
{"approving_chain": "finance_then_hr", "budget_source": "ENG-Q3"}
{"headcount_type": "new"}
[{"description": "Creates a new hiring requisition with job profile, location, and funding source; routes to finance for budget confirmation before posting.", "domain": "HR", "family": "CREATE", "name": "gemini.requisition.open"}, {"description": "Extends the posting window of an already-open requisition by a set numbe...
[ "gemini.requisition.open" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009830
en
unseen_action_name
HR
Onboarding
Kick off onboarding for the new data engineer starting Monday.
{"engagement_length_days": 180, "start_date": "2025-07-14", "worker_type": "contractor"}
{"requesting_team": "data_platform"}
[{"description": "Launches the contractor onboarding track: vendor portal access, NDA countersign, SSO provisioning, and a fixed-length engagement checklist.", "domain": "HR", "family": "EXECUTE", "name": "harbor.onboard.contractor"}, {"description": "Launches the full-time employee track: benefits enrollment window, p...
[ "harbor.onboard.contractor" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009831
en
unseen_action_name
HR
Leave Management
Submit the parental leave request for employee 4471 starting on the 21st.
{"employee_id": "4471", "leave_balances": {"parental_days": 98, "pto_hours": 92}, "policy": "parental leave requires 30-day advance notice; PTO is rejected beyond accrued balance"}
{"duration_weeks": 8, "requested_start": "2025-07-21", "today": "2025-06-20"}
[{"description": "Files a statutory parental leave request against the parental leave ledger; validates 30-day advance notice and routes to the manager.", "domain": "HR", "family": "CREATE", "name": "cirrus.leave.parental.file"}, {"description": "Files a paid time off request against accrued PTO balance; validates suff...
[ "cirrus.leave.parental.file" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009832
en
unseen_action_name
HR
Payroll Operations
Retroactively change the March overtime hours for employee 2210 so payroll reruns tonight.
{"lock_reason": "tax_filing_submitted", "payroll_period": "2025-03", "period_status": "finalized", "today": "2025-06-18"}
{"employee_id": "2210"}
[{"description": "Submits a time correction for an open pay period; automatically rejected once tax filing has been submitted for that period.", "domain": "HR", "family": "UPDATE", "name": "ledger.pay.time.correct"}, {"description": "Triggers an off-cycle supplemental payment run for new bonus or commission disbursemen...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009833
en
unseen_action_name
HR
Performance Management
Start the annual review cycle for the engineering organization.
{"annual_cycle_status": "not_started", "current_cycle": "2025-H2", "open_orgs": ["engineering", "sales"]}
{}
[{"description": "Starts the full annual performance review cycle for a selected organization, sending self-review forms and setting manager deadlines.", "domain": "HR", "family": "EXECUTE", "name": "compass.review.cycle.launch"}, {"description": "Starts the lightweight mid-year check-in cycle with short-form feedback ...
[ "compass.review.cycle.launch" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009834
en
unseen_action_name
HR
Benefits
Add employee 8832 to the deluxe dental plan.
{"employee_id": "8832", "open_enrollment_active": false, "qle_window_days": 30, "qualifying_life_event": {"date": "2025-06-02", "type": "marriage"}, "today": "2025-06-24"}
{}
[{"description": "Processes a benefits election change triggered by a qualifying life event inside the 30-day window, including new plan enrollments.", "domain": "HR", "family": "UPDATE", "name": "beacon.benefits.qle.enroll"}, {"description": "Processes annual open-enrollment elections; only valid while the open enroll...
[ "beacon.benefits.qle.enroll" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009835
en
unseen_action_name
HR
Offboarding
Begin offboarding for employee 5109, whose last day is Friday.
{"employee_id": "5109", "last_day": "2025-06-27", "separation_type": "voluntary_resignation"}
{"rehire_eligibility": "undetermined"}
[{"description": "Initiates the separation workflow: final pay calculation, benefits termination notice, COBRA packet, and access revocation scheduled for the last working day.", "domain": "HR", "family": "EXECUTE", "name": "cascade.worker.separate"}, {"description": "Temporarily disables access and payroll while the w...
[ "cascade.worker.separate" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009836
en
unseen_action_name
HR
Time & Attendance
Approve last week's timesheets for my whole team in one go.
{"manager_team_size": 9, "pending_timesheets": 7, "violations_present": false}
{"period": "2025-W25"}
[{"description": "Approves all pending, violation-free timesheets for a manager's direct reports in a single operation.", "domain": "HR", "family": "EXECUTE", "name": "tempo.timesheet.bulk.approve"}, {"description": "Approves a single named employee's timesheet after a rule-violation review.", "domain": "HR", "family":...
[ "tempo.timesheet.bulk.approve" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009837
en
unseen_action_name
HR
Learning & Development
Assign the new data privacy compliance course to everyone in the EU offices with a 30-day deadline.
{"course": "PRIV-210", "deadline_days_allowed": 30, "scope_support": ["org_unit", "location_group", "individual"]}
{"population_size": 1240}
[{"description": "Assigns a course to a population defined by org unit or location group, with an optional completion deadline.", "domain": "HR", "family": "CREATE", "name": "quest.course.assign.scope"}, {"description": "Assigns a course to a single named employee.", "domain": "HR", "family": "CREATE", "name": "quest.c...
[ "quest.course.assign.scope" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009838
en
unseen_action_name
HR
Position Management
Set up a new senior analyst position reporting to the Director of Finance and map it to the L5 band.
{"fiscal_year": "FY26", "org_unit": "finance"}
{"no_hiring_yet": true}
[{"description": "Creates a position slot with title, reporting line, job band, and FTE count; does not open a requisition or start hiring.", "domain": "HR", "family": "CREATE", "name": "frame.position.create"}, {"description": "Opens a hiring requisition to fill an existing position and reserves recruiting budget.", "...
[ "frame.position.create" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009839
en
unseen_action_name
HR
Employee Relations
Open a formal HR case about the harassment complaint reported by the night-shift crew lead.
{"case_severity": "high", "policy_violation_alleged": true, "reporter_anonymous": false}
{"intake_channel": "manager_hotline"}
[{"description": "Opens a formal, trackable ER case for policy-violation complaints, assigns an investigator, and starts the privileged intake log.", "domain": "HR", "family": "CREATE", "name": "haven.case.escalate.formal"}, {"description": "Logs an informal, non-investigative note for low-severity concerns with no inv...
[ "haven.case.escalate.formal" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009840
en
unseen_action_name
HR
Data Governance
Permanently erase the payroll history rows for employee 7743 from the finance warehouse.
{"employee_id": "7743", "record_status": "inactive", "retention_obligation_years": 7}
{}
[{"description": "Archives an inactive worker record to cold storage; the data remains fully retrievable for audit.", "domain": "HR", "family": "UPDATE", "name": "vault.worker.record.archive"}, {"description": "Edits demographic fields on a worker record with a full audit trail.", "domain": "HR", "family": "UPDATE", "n...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009841
en
unseen_action_name
HR
Compensation
Apply the 4% merit increase for employee 3312 effective next fiscal quarter.
{"employee_eligible": true, "employee_id": "3312", "merit_cycle_status": "open", "range_penetration_pct": 78}
{"increase_pct": 4}
[{"description": "Applies a merit percentage increase to base salary during an open merit cycle; flags above-threshold penetration for VP review.", "domain": "HR", "family": "UPDATE", "name": "coin.comp.merit.grant"}, {"description": "Applies an off-cycle salary correction outside the merit cycle for equity fixes or pr...
[ "coin.comp.merit.grant" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009842
en
unseen_action_name
HR
Offer Management
Route the senior data scientist offer for approvals; compensation sits at the very top of the approved band.
{"offer_band_penetration_pct": 99, "policy": "offers at or above 95% band penetration require VP sign-off in addition to the standard chain"}
{"level": "L6", "requisition": "R-2291"}
[{"description": "Routes an offer through approvals, automatically appending the VP approval step when band penetration reaches 95% or higher.", "domain": "HR", "family": "ROUTE", "name": "forge.offer.route.approval"}, {"description": "Routes an offer through the hiring-manager-plus-HR chain only; cannot append executi...
[ "forge.offer.route.approval" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009843
en
unseen_action_name
HR
Worker Administration
Move Priya from the Marketing pod to the Data platform team, keeping her in London.
{"comp_change": "none", "current_location": "London, UK", "target_org": "data_platform", "worker_id": "P-118"}
{}
[{"description": "Executes an intra-company transfer: updates org unit, cost center, and manager while preserving location, tenure, and compensation.", "domain": "HR", "family": "EXECUTE", "name": "nexus.worker.transfer.exec"}, {"description": "Executes a geographic relocation with tax jurisdiction update and relocatio...
[ "nexus.worker.transfer.exec" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009845
en
unseen_action_name
HR
Succession Planning
Nominate two directors into the successor pool for the VP of Operations role.
{"key_role": "VP Operations", "successor_pool": {"current_size": 1, "target_size": 3}}
{"nominee_count": 2}
[{"description": "Nominates named employees into the successor pool for a key role, capturing readiness ratings and review cadence.", "domain": "HR", "family": "UPDATE", "name": "relay.successor.pool.nominate"}, {"description": "Runs the talent calibration review meeting for a leadership layer.", "domain": "HR", "famil...
[ "relay.successor.pool.nominate" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009846
en
unseen_action_name
HR
Policy Configuration
Configure the new unlimited PTO policy for the Netherlands entity effective January 1.
{"current_policy": "accrual_25_days", "effective_date": "2026-01-01", "entity": "NL-ENT"}
{"policy_type": "unlimited_pto"}
[{"description": "Creates or updates an absence policy (accrual or unlimited) scoped to a legal entity with effective date and statutory minimum rules.", "domain": "HR", "family": "UPDATE", "name": "prism.policy.absence.config"}, {"description": "Defines the public holiday calendar per country for scheduling and absenc...
[ "prism.policy.absence.config" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009847
en
unseen_action_name
HR
Background Screening
Kick off the background screening for the security engineer hire in Singapore.
{"country": "SG", "hire_stage": "pre_offer_contingent", "risk_tier": "elevated"}
{"role": "security_engineer"}
[{"description": "Orders pre-employment background screening (identity, criminal, employment) scoped to the hire's country and role risk tier.", "domain": "HR", "family": "CREATE", "name": "sentinel.screening.order"}, {"description": "Orders a drug panel screening where legally permitted for safety-sensitive roles.", "...
[ "sentinel.screening.order" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009849
en
unseen_action_name
HR
Payroll Inputs
Upload the annual bonus amounts from the spreadsheet into the December payroll cycle.
{"cycle_status": "open_for_input", "input_channel": "file_upload", "payroll_cycle": "2025-12"}
{"file_rows": 412}
[{"description": "Uploads a variable-pay file (bonus or commission) into an open payroll cycle with row-level validation and error report.", "domain": "HR", "family": "EXECUTE", "name": "axis.pay.varpay.upload"}, {"description": "Uploads base salary change records effective within the cycle.", "domain": "HR", "family":...
[ "axis.pay.varpay.upload" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009850
en
unseen_action_name
HR
Worker Conversion
Convert intern 9917 to a full-time employee when her internship ends.
{"conversion_approved": true, "current_type": "intern", "internship_end": "2025-08-29", "worker_id": "9917"}
{"target_type": "full_time"}
[{"description": "Converts a contingent or intern worker to full-time employee status: triggers benefits eligibility, payroll class change, and onboarding-lite tasks.", "domain": "HR", "family": "EXECUTE", "name": "morph.worker.convert.fte"}, {"description": "Extends a contingent worker's engagement end date through th...
[ "morph.worker.convert.fte" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009852
en
unseen_action_name
HR
Data Privacy
Export the home addresses and national IDs of all EU employees to a CSV for the manager offsite.
{"bulk_pii_export_approved": false, "data_class": "special_category_pii", "purpose": "internal_meeting", "region": "EU"}
{}
[{"description": "Exports an aggregated roster (name, title, department, office) containing no personal contact or identifier fields.", "domain": "HR", "family": "SEARCH", "name": "veil.pii.roster.summary"}, {"description": "Shows the requesting employee their own stored personal data.", "domain": "HR", "family": "SEAR...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009853
en
unseen_action_name
HR
Absence Administration
Carry over the unused vacation balance for the Finnish team into next year under the statutory cap.
{"carryover_cap_days": 30, "entity": "FI-ENT", "year_end": "2025-12-31"}
{"policy": "excess above cap expires"}
[{"description": "Executes year-end leave carryover for a population, applying each entity's cap and statutory rules.", "domain": "HR", "family": "EXECUTE", "name": "drift.absence.carryover.exec"}, {"description": "Resets all leave balances to the accrual baseline without preserving any carryover.", "domain": "HR", "fa...
[ "drift.absence.carryover.exec" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009854
en
unseen_action_name
HR
Interview Scheduling
Schedule the final-round panel interviews for candidate 88 with all three engineers this week.
{"candidate_id": "88", "format": "panel", "interviewers": 3, "stage": "final_round"}
{"week": "2025-W26"}
[{"description": "Books a multi-interviewer panel session, coordinating calendars and distributing scorecards.", "domain": "HR", "family": "CREATE", "name": "slate.interview.panel.schedule"}, {"description": "Books a single phone-screen slot with one interviewer.", "domain": "HR", "family": "CREATE", "name": "slate.int...
[ "slate.interview.panel.schedule" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009855
en
unseen_action_name
HR
Employee Self-Service
Update my home address now that I've moved to Manchester.
{"actor_role": "employee", "self_service_fields": ["address", "phone", "emergency_contact"]}
{"immediate_effective": true}
[{"description": "Updates the requesting employee's own home address and re-evaluates the payroll tax region.", "domain": "HR", "family": "UPDATE", "name": "selfserve.profile.address.update"}, {"description": "Updates the employee's own emergency contact record.", "domain": "HR", "family": "UPDATE", "name": "selfserve....
[ "selfserve.profile.address.update" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009856
en
unseen_action_name
HR
HR Integrations
Post the three new-hire records straight into the legacy AS400 HR mainframe tonight.
{"hires_pending": 3, "integrations": {"as400_connector": "not_installed"}}
{"target_system": "AS400"}
[{"description": "Pushes worker records to the cloud HRIS via the standard connector.", "domain": "HR", "family": "EXECUTE", "name": "bridge.hris.push.modern"}, {"description": "Generates a scheduled nightly batch extract for the finance data warehouse.", "domain": "HR", "family": "EXECUTE", "name": "bridge.hris.batch....
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009857
en
unseen_action_name
HR
Timeclock Exceptions
Fix the missing clock-out from Tuesday for the warehouse associate.
{"exception_day": "2025-06-17", "exception_type": "missing_punch", "manager_verified": true, "worker_id": "3341"}
{}
[{"description": "Amends a missed or duplicate punch on a timesheet after manager verification and resubmits it for approval.", "domain": "HR", "family": "UPDATE", "name": "punch.exceptions.amend"}, {"description": "Applies a manager pay override that bypasses punch data for a day without correcting the punch record.",...
[ "punch.exceptions.amend" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009858
en
unseen_action_name
HR
Exit Process
Book the exit interview for the departing QA lead before her last day.
{"last_day": "2025-07-03", "separation_in_progress": true, "worker_id": "QA-207"}
{"confidential": true}
[{"description": "Books the structured exit interview with HR and sends the departing employee the confidential survey link.", "domain": "HR", "family": "CREATE", "name": "farewell.exit.interview.schedule"}, {"description": "Starts the full offboarding workflow covering access, equipment, and final pay.", "domain": "HR...
[ "farewell.exit.interview.schedule" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "a1fbf2df86771f6443a57eba", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a1fbf2df86771f6443a57eba"}
v1-hard-0009860
en
unseen_action_name
CRM
opportunity_pipeline
Nudge OP-3301 forward one stage in its pipeline — just the immediate next stage, no jumps to closed.
{"opportunity": {"closed": false, "id": "OP-3301", "stage": "Discovery"}, "pipeline_stages": ["Discovery", "Proposal", "Negotiation", "Closed Won", "Closed Lost"]}
{}
[{"description": "Advances an open opportunity exactly one stage to the next stage in its assigned pipeline.", "domain": "CRM", "family": "UPDATE", "name": "opp_runway_step_forward"}, {"description": "Sets an opportunity to any explicitly named stage, including multi-stage jumps forward or backward; requires a target s...
[ "opp_runway_step_forward" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009861
en
unseen_action_name
CRM
contact_data_quality
Two contact records exist for Dana Reyes — fold the newer one into the master and keep the master's record ID.
{"duplicates_detected": [{"dupe_id": "CT-2266", "master_id": "CT-1104", "match_rule": "email+name"}]}
{}
[{"description": "Merges exactly two contact records, folding a source record into a designated master and retaining the master's record ID.", "domain": "CRM", "family": "EXECUTE", "name": "contact_pairwise_fold_merge"}, {"description": "Runs duplicate detection across contacts and returns match groups; performs no mer...
[ "contact_pairwise_fold_merge" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009862
en
unseen_action_name
CRM
case_management
Escalate case CS-7788 into tier-3 support and flag it high priority.
{"case": {"id": "CS-7788", "open": true, "priority": "medium", "tier": 1}}
{}
[{"description": "Moves an open case to a higher support tier, routes it to that tier's queue, and raises priority to the tier default.", "domain": "CRM", "family": "ROUTE", "name": "case_tierlift_transfer"}, {"description": "Raises a case's priority/severity level without changing its support tier or assignment.", "do...
[ "case_tierlift_transfer" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009864
en
unseen_action_name
CRM
forecasting
Commit my Q3 forecast for the West region so it rolls up to leadership.
{"forecast_period": "FY-Q3", "region": "West", "user_role": "regional_sales_manager"}
{}
[{"description": "Locks in a manager's aggregated forecast number for a period and publishes it to the upward rollup.", "domain": "CRM", "family": "EXECUTE", "name": "forecast_period_commit"}, {"description": "Overrides the commit category (commit/best case/pipeline) on a single deal, not the period rollup.", "domain":...
[ "forecast_period_commit" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009865
en
unseen_action_name
CRM
campaigns
Clone the completed Spring Webinar campaign for the fall run, but start it empty — do not carry over any member lists.
{"campaign": {"id": "CMP-210", "members": 412, "name": "Spring Webinar", "status": "completed"}}
{}
[{"description": "Duplicates a campaign's configuration, budget, and asset links into a new campaign with zero members.", "domain": "CRM", "family": "CREATE", "name": "campaign_fork_skeleton"}, {"description": "Duplicates a campaign together with all campaign members and their response statuses.", "domain": "CRM", "fam...
[ "campaign_fork_skeleton" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009866
en
unseen_action_name
CRM
territories
Move account AC-5510 out of the AMER territory and into EMEA, leaving the current owner in place.
{"account": {"id": "AC-5510", "owner": "R. Okafor", "territory": "AMER"}}
{}
[{"description": "Reassigns a single account from one sales territory to another while keeping its current owner.", "domain": "CRM", "family": "UPDATE", "name": "territory_acct_remap"}, {"description": "Changes the owning rep on an account; territory assignment is untouched.", "domain": "CRM", "family": "UPDATE", "name...
[ "territory_acct_remap" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009867
en
unseen_action_name
CRM
tasks
While Priya is on leave, hand every one of her open tasks over to Marcus in one shot.
{"open_tasks_for_priya": 27, "replacement": "Marcus", "user_role": "sales_manager"}
{}
[{"description": "Reassigns all open tasks from one owner to another owner in a single bulk operation.", "domain": "CRM", "family": "UPDATE", "name": "taskload_bulk_owner_swap"}, {"description": "Reassigns one task, identified by task ID, to a new owner.", "domain": "CRM", "family": "UPDATE", "name": "task_single_owner...
[ "taskload_bulk_owner_swap" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009868
en
unseen_action_name
CRM
data_import
Last night's contact import loaded garbage rows — roll the entire batch back.
{"recent_imports": [{"batch_id": "IMP-9902", "created_at": "yesterday", "object": "contact", "reversible": true, "rows": 3200}]}
{}
[{"description": "Rolls back an entire import batch, reverting every record it created or modified.", "domain": "CRM", "family": "EXECUTE", "name": "import_batch_rewind_undo"}, {"description": "Archives a single record by moving it to the recoverable soft-delete bin.", "domain": "CRM", "family": "DELETE", "name": "reco...
[ "import_batch_rewind_undo" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009869
en
unseen_action_name
CRM
lead_capture
Wire up our pricing web form so each submission lands in CRM as a lead, with the UTM fields carried into lead fields.
{"web_forms": [{"fields": ["email", "company", "utm_source", "utm_campaign"], "form_key": "pricing_v2"}]}
{}
[{"description": "Connects an external web form endpoint to the lead object and maps its fields into lead fields on every submission.", "domain": "CRM", "family": "CREATE", "name": "webform_ingest_lead_bind"}, {"description": "Bulk-creates leads from an uploaded CSV file in a one-time operation.", "domain": "CRM", "fam...
[ "webform_ingest_lead_bind" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009871
en
unseen_action_name
CRM
opportunity_pipeline
OP-2210 is dead — the prospect picked a competitor. Close it as lost and record 'lost to competitor' as the reason.
{"opportunity": {"closed": false, "id": "OP-2210", "stage": "Negotiation"}}
{}
[{"description": "Marks an opportunity Closed Lost, requires a loss-reason code, and stamps the close date.", "domain": "CRM", "family": "UPDATE", "name": "opp_outcome_close_lost"}, {"description": "Marks an opportunity Closed Won and stamps the close date.", "domain": "CRM", "family": "UPDATE", "name": "opp_outcome_ma...
[ "opp_outcome_close_lost" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009873
en
unseen_action_name
CRM
account_hierarchy
Make Meridian Holdings the parent company of its newly acquired subsidiary account AC-9077.
{"accounts": [{"id": "AC-9077", "name": "Nimbus Tools", "parent_id": null}, {"id": "AC-1200", "name": "Meridian Holdings"}]}
{}
[{"description": "Designates one account as the parent of another and builds the hierarchy rollup beneath the parent.", "domain": "CRM", "family": "UPDATE", "name": "acct_family_parent_link"}, {"description": "Merges two account records into a single surviving record; does not create a hierarchy link.", "domain": "CRM"...
[ "acct_family_parent_link" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009875
en
unseen_action_name
CRM
opportunity_products
Add two units of SKU TS-PRO-12 at list price to opportunity OP-8844's product schedule.
{"opportunity": {"id": "OP-8844", "line_items": 1, "stage": "Proposal"}}
{}
[{"description": "Adds a product line item with SKU, quantity, and price to an opportunity's product schedule.", "domain": "CRM", "family": "UPDATE", "name": "opp_lineitem_append"}, {"description": "Adds a line item to a quote document rather than the opportunity.", "domain": "CRM", "family": "UPDATE", "name": "quoteli...
[ "opp_lineitem_append" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009876
en
unseen_action_name
CRM
reporting
Subscribe my manager to the weekly open-pipeline report, delivered Mondays at 8am.
{"reports": [{"id": "RPT-61", "name": "Open Pipeline Weekly"}]}
{}
[{"description": "Creates a recurring scheduled delivery of an existing report to chosen recipients at a chosen cadence.", "domain": "CRM", "family": "CREATE", "name": "report_cadence_subscribe"}, {"description": "Generates a one-time export of a report to a file and downloads it.", "domain": "CRM", "family": "SEARCH",...
[ "report_cadence_subscribe" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009877
en
unseen_action_name
CRM
case_sla
We're blocked waiting on the customer for documents on CS-4412 — stop the SLA clock until they respond.
{"case": {"id": "CS-4412", "sla": {"minutes_remaining": 240, "state": "running"}, "status": "in_progress"}}
{}
[{"description": "Suspends the SLA timer on a case, typically while awaiting customer input, until explicitly resumed.", "domain": "CRM", "family": "EXECUTE", "name": "case_slahold_clock_freeze"}, {"description": "Changes a case status to 'Waiting on customer'; per policy this status change alone does not stop the SLA ...
[ "case_slahold_clock_freeze" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009878
en
unseen_action_name
CRM
account_health
Recalculate customer health scores for every account in the Enterprise segment.
{"scoring_model": "health_v3", "segments": [{"accounts": 312, "name": "Enterprise"}]}
{}
[{"description": "Re-runs the health scoring model across all accounts belonging to a named segment.", "domain": "CRM", "family": "EXECUTE", "name": "acctvitals_rescore_segment"}, {"description": "Recomputes and displays the health snapshot for one account only.", "domain": "CRM", "family": "SEARCH", "name": "acct_heal...
[ "acctvitals_rescore_segment" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009879
en
unseen_action_name
CRM
outreach_cadences
Enroll contact CT-2088 into the three-touch renewal cadence with a start date of tomorrow.
{"cadences": [{"active": true, "key": "renewal_3touch", "steps": 3}], "contact": {"enrolled": false, "id": "CT-2088"}}
{}
[{"description": "Enrolls a contact into an active outreach cadence, optionally with a delayed start date.", "domain": "CRM", "family": "EXECUTE", "name": "cadence_enroll_contact_add"}, {"description": "Pauses an existing cadence enrollment without removing the contact.", "domain": "CRM", "family": "UPDATE", "name": "c...
[ "cadence_enroll_contact_add" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009880
en
unseen_action_name
CRM
notes
Attach an internal-only note to OP-5533 flagging the pricing exception — the customer must never see it.
{"opportunity": {"customer_portal_sync": true, "id": "OP-5533"}}
{}
[{"description": "Creates a staff-only internal note; explicitly excluded from any customer-facing portal sync.", "domain": "CRM", "family": "CREATE", "name": "note_private_scratch_pad"}, {"description": "Creates a note that is published to the customer-facing portal for the record.", "domain": "CRM", "family": "CREATE...
[ "note_private_scratch_pad" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009881
en
unseen_action_name
CRM
revenue_attribution
Split the credit on OP-6620 fifty-fifty between the two reps who worked the deal.
{"opportunity": {"amount": 120000, "id": "OP-6620", "owner": "single", "stage": "Negotiation"}}
{}
[{"description": "Divides opportunity credit across multiple reps by percentage; percentages must total 100.", "domain": "CRM", "family": "UPDATE", "name": "opp_credit_split_define"}, {"description": "Changes the single owning rep on an opportunity; no split is created.", "domain": "CRM", "family": "UPDATE", "name": "o...
[ "opp_credit_split_define" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009882
en
unseen_action_name
CRM
lead_conversion
Lead L-4021 is sales-qualified — convert it so the account, contact, and opportunity records all get created and linked.
{"lead": {"converted": false, "id": "L-4021", "status": "sales_qualified"}}
{}
[{"description": "Converts a qualified lead, creating the account, contact, and opportunity records in one linked transaction.", "domain": "CRM", "family": "EXECUTE", "name": "lead_morph_convert_triple"}, {"description": "Advances a lead's lifecycle status one step (e.g., to MQL); creates no new records.", "domain": "C...
[ "lead_morph_convert_triple" ]
false
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009883
en
unseen_action_name
CRM
privacy_governance
Permanently erase contact records CT-101 through CT-105 with absolutely no recoverable copy left behind.
{"retention_policy": {"hard_delete_allowed": false, "permitted_options": ["soft_delete", "anonymize"], "regulation": "GDPR"}}
{}
[{"description": "Moves a contact to the soft-delete bin where it remains recoverable for 30 days.", "domain": "CRM", "family": "DELETE", "name": "contact_softbin_archive"}, {"description": "Anonymizes personal fields on a contact while the record shell is retained.", "domain": "CRM", "family": "EXECUTE", "name": "cont...
[]
true
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009884
en
unseen_action_name
CRM
ownership_admin
Transfer the 40 accounts owned by Ali's team to Marco's team, which sits in the EMEA business unit.
{"current_business_unit": "AMER", "org_policy": {"cross_bu_ownership_transfer": "prohibited"}, "target_business_unit": "EMEA", "user_role": "sales_ops"}
{}
[{"description": "Bulk-transfers account ownership between reps within the same business unit only; cross-business-unit transfers are blocked.", "domain": "CRM", "family": "UPDATE", "name": "acct_owner_transfer_batch"}, {"description": "Transfers ownership of a single account to another rep in the same business unit.",...
[]
true
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009886
en
unseen_action_name
CRM
audit_export
Export the complete field-level audit trail for account AC-77 covering the last three years.
{"account": {"age_days": 1200, "id": "AC-77"}, "audit_retention_days": 90}
{}
[{"description": "Exports field-level audit history for a record within the system retention window of 90 days only.", "domain": "CRM", "family": "SEARCH", "name": "audit_trail_window_export"}, {"description": "Exports the current forecast snapshot to a file.", "domain": "CRM", "family": "SEARCH", "name": "forecast_sna...
[]
true
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009887
en
unseen_action_name
CRM
account_merge
Merge account AC-321 into account AC-654 right now.
{"accounts": [{"id": "AC-321", "territory": "EMEA"}, {"id": "AC-654", "territory": "APAC"}]}
{}
[{"description": "Merges two account records only when both sit in the same territory; cross-territory merges are blocked.", "domain": "CRM", "family": "EXECUTE", "name": "acct_pairwise_fold_merge"}, {"description": "Moves a single account from one territory to another; does not merge anything.", "domain": "CRM", "fami...
[]
true
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009888
en
unseen_action_name
CRM
opportunity_admin
Purge closed-won opportunity OP-9012 from the pipeline object entirely.
{"opportunity": {"closed": true, "id": "OP-9012", "stage": "Closed Won"}}
{}
[{"description": "Permanently deletes an opportunity only if it is still in Draft stage with no line items and no activities.", "domain": "CRM", "family": "DELETE", "name": "opp_draft_purge_delete"}, {"description": "Moves an open opportunity back one pipeline stage; requires a non-closed opportunity.", "domain": "CRM"...
[]
true
{"category": "unseen_action_name", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "af1a1c6c705dd12a48fa0a77", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "af1a1c6c705dd12a48fa0a77"}
v1-hard-0009889
en
unseen_action_name
Finance
Budget Planning
Lock down the EMEA Q3 operating plan so nobody can push further edits through for the rest of the cycle.
{"cycle_window": "Q3", "plan_id": "BUD-EMEA-Q3", "plan_status": "ACTIVE", "region": "EMEA"}
{}
[{"description": "Freezes a planning budget for the remainder of its cycle, making all line items read-only and rejecting edit and submission attempts until explicitly unlocked.", "domain": "Finance", "family": "UPDATE", "name": "fin.plan.cycle-freeze"}, {"description": "Captures a point-in-time copy of the current pla...
[ "fin.plan.cycle-freeze" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009890
en
unseen_action_name
Finance
Reconciliation
Run the hands-off matching pass on the 4471 bank feed for anything inside the 0.5% tolerance and just hand me the exceptions.
{"bank_account": "4471", "feed_status": "IMPORTED", "tolerance_pct": 0.5}
{}
[{"description": "Executes the automated match engine across an imported bank feed and ledger items, auto-closing matches within tolerance and routing residuals to an exception queue.", "domain": "Finance", "family": "EXECUTE", "name": "fin.recon.autopilot-pass"}, {"description": "Changes the fuzzy-match tolerance perc...
[ "fin.recon.autopilot-pass" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009892
en
unseen_action_name
Finance
FX Hedging
Layer the next tranche of the euro hedging program so the 6-12 month band gets back to its 75% coverage target.
{"band_coverage_pct": {"0-6m": 76, "6-12m": 48}, "program": "EUR-Layered-2024", "target_coverage_pct": 75}
{}
[{"description": "Executes the next scheduled tranche of a layered FX hedging program, sized automatically to restore per-band target coverage ratios.", "domain": "Finance", "family": "EXECUTE", "name": "fin.fx.layer-tranche-fire"}, {"description": "Recomputes and displays hedge coverage ratios by maturity band; places...
[ "fin.fx.layer-tranche-fire" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009893
en
unseen_action_name
Finance
Receivables
Cut a credit note against INV-88231 for the goods Northwind shipped back so their balance drops accordingly.
{"dispute_open": false, "invoice": "INV-88231", "status": "PARTIALLY_PAID"}
{}
[{"description": "Issues a credit note referencing an existing issued invoice, reducing the customer's open AR balance by the credited amount.", "domain": "Finance", "family": "CREATE", "name": "fin.ar.creditnote-cut"}, {"description": "Voids an invoice that is still in draft status and has never been issued to the cus...
[ "fin.ar.creditnote-cut" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}