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-0000550
en
sibling_action
Collaboration
Shared Documents
Yesterday's edits broke the layout — roll the onboarding guide back to how it looked before this morning
{"documents": {"deleted": false, "selected_doc": "onboarding-guide", "versions": ["v41 (current)", "v40 (pre-edit)", "v39"]}}
{}
[{"description": "Restore a document to a previous saved version from its version history", "domain": "Collaboration", "family": "UPDATE", "name": "docs.revert_version"}, {"description": "Publish the current draft of a document to its live audience", "domain": "Collaboration", "family": "UPDATE", "name": "docs.publish_...
[ "docs.revert_version" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000551
en
sibling_action
Collaboration
Tasks
Put the design lead on the bug triage item that has been sitting ownerless in the board
{"tasks": {"assignee": null, "selected_task": "bug-triage-114", "status": "open"}}
{}
[{"description": "Set an owner on an existing task that currently has no assignee", "domain": "Collaboration", "family": "ROUTE", "name": "tasks.assign_task"}, {"description": "Create a brand-new task on the board", "domain": "Collaboration", "family": "CREATE", "name": "tasks.create_task"}, {"description": "Move a tas...
[ "tasks.assign_task" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000552
en
sibling_action
Collaboration
Tasks
The duplicate cleanup task is obsolete now that the migration was scrapped — get it off the active board without marking it done
{"tasks": {"completion_percentage": 40, "selected_task": "cleanup-dup-07", "status": "in_progress"}}
{"reason": "work no longer needed"}
[{"description": "Cancel a task because it is no longer needed, without recording it as completed", "domain": "Collaboration", "family": "UPDATE", "name": "tasks.cancel_task"}, {"description": "Close a task as resolved after work finished", "domain": "Collaboration", "family": "UPDATE", "name": "tasks.close_task"}, {"d...
[ "tasks.cancel_task" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000553
en
sibling_action
Collaboration
Approvals
The budget numbers check out — give the green light to the campaign spend request
{"approvals": {"selected_request": "APR-1187", "status": "pending", "user_is_approver": true}}
{}
[{"description": "Approve a pending request and advance it to the next stage", "domain": "Collaboration", "family": "UPDATE", "name": "approvals.approve_request"}, {"description": "Reject a pending request and end its workflow", "domain": "Collaboration", "family": "UPDATE", "name": "approvals.reject_request"}, {"descr...
[ "approvals.approve_request" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000554
en
sibling_action
Collaboration
Approvals
I don't have the authority to sign off on this vendor contract and it is blocking the deal — push it upward
{"approvals": {"authority_required": "director_or_above", "current_approver_role": "team_lead", "selected_request": "APR-2291", "status": "pending"}}
{}
[{"description": "Route a pending approval to a higher authority due to lack of authority or blocking urgency", "domain": "Collaboration", "family": "ROUTE", "name": "approvals.escalate_approval"}, {"description": "Transfer this specific pending approval to a different peer approver", "domain": "Collaboration", "family...
[ "approvals.escalate_approval" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000555
en
sibling_action
Collaboration
Workspace Access
Bring the agency's designer into the marketing workspace as an outside collaborator for the next sprint
{"workspace": {"guest_sponsor_required": true, "membership_policy": "internal_only_by_default"}}
{"recipient_org": "external_agency"}
[{"description": "Grant limited external guest access to a specific workspace area", "domain": "Collaboration", "family": "UPDATE", "name": "access.grant_guest_access"}, {"description": "Add a person as a full internal member of the workspace", "domain": "Collaboration", "family": "UPDATE", "name": "access.add_workspac...
[ "access.grant_guest_access" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000556
en
sibling_action
Collaboration
Groups
Form a new cross-team group for the Q3 planning crew with its own member roster
{"groups": {"channels_exist_for_q3": false, "existing_groups": ["q2-planning"]}}
{}
[{"description": "Create a new group with its own membership roster and settings", "domain": "Collaboration", "family": "CREATE", "name": "groups.create_group"}, {"description": "Create a new conversation channel without a separate member roster", "domain": "Collaboration", "family": "CREATE", "name": "channels.create_...
[ "groups.create_group" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000557
en
sibling_action
Collaboration
Meetings
We need the client walkthrough captured on video so the sales team can review it later
{"meeting": {"recording_active": false, "status": "in_progress", "transcription_active": false}}
{}
[{"description": "Begin video recording of the ongoing live meeting", "domain": "Collaboration", "family": "EXECUTE", "name": "meetings.start_recording"}, {"description": "Begin live text transcription of the ongoing meeting without capturing video", "domain": "Collaboration", "family": "EXECUTE", "name": "meetings.sta...
[ "meetings.start_recording" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000558
en
sibling_action
Collaboration
Meetings
Make last night's all-hands recording available to the engineering channel
{"recordings": {"exists": true, "selected_recording": "all-hands-2025-06-15"}}
{"audience": "engineering channel members"}
[{"description": "Post or distribute an existing recording to a channel audience", "domain": "Collaboration", "family": "NOTIFY", "name": "meetings.share_recording"}, {"description": "Grant named individuals permission to a restricted recording", "domain": "Collaboration", "family": "UPDATE", "name": "meetings.grant_re...
[ "meetings.share_recording" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000559
en
sibling_action
Collaboration
Calendar
Block out every Monday and Thursday at 9am with the content team for the next quarter's writing sessions
{"calendar": {"existing_series_on_pattern": false, "quarter": "Q3"}}
{}
[{"description": "Create a new meeting series repeating on a specified multi-day weekly pattern", "domain": "Collaboration", "family": "CREATE", "name": "calendar.create_recurring_meeting"}, {"description": "Create a single one-off meeting", "domain": "Collaboration", "family": "CREATE", "name": "calendar.create_meetin...
[ "calendar.create_recurring_meeting" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000560
en
sibling_action
Collaboration
Calendar
Let my chief of staff accept invites and move meetings around on my calendar while I'm traveling
{"calendar": {"current_sharing": "private", "owner": "executive"}}
{}
[{"description": "Grant a person rights to respond to invites and manage meetings on your behalf", "domain": "Collaboration", "family": "UPDATE", "name": "calendar.grant_delegate_rights"}, {"description": "Let others see only your busy/free availability without event details", "domain": "Collaboration", "family": "NOTI...
[ "calendar.grant_delegate_rights" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000561
en
sibling_action
Collaboration
Presence
Silence all my pings for the next two hours while I'm heads-down on the launch doc
{"presence": {"calendar_free": true, "current_status": "available"}}
{"duration_minutes": 120}
[{"description": "Temporarily suppress all notifications and alerts for a set duration", "domain": "Collaboration", "family": "UPDATE", "name": "presence.set_do_not_disturb"}, {"description": "Set a descriptive text shown next to your name without changing notification behavior", "domain": "Collaboration", "family": "U...
[ "presence.set_do_not_disturb" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000562
en
sibling_action
Collaboration
Polls
Collect the team's vote on which launch date works best, right inside the channel
{"channel": "product-launch", "existing_polls_open": 0}
{}
[{"description": "Create an in-channel poll with voting options the team can respond to", "domain": "Collaboration", "family": "CREATE", "name": "polls.create_poll"}, {"description": "Post a plain text message to the channel without structured voting", "domain": "Collaboration", "family": "CREATE", "name": "messaging.s...
[ "polls.create_poll" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000563
en
sibling_action
Collaboration
Meetings
Let attendees move into the breakout rooms that were configured before the session started
{"meeting": {"breakout_rooms": {"configured": true, "count": 4, "rooms_open": false}, "status": "in_progress"}}
{}
[{"description": "Open pre-configured breakout rooms so attendees can move into them", "domain": "Collaboration", "family": "EXECUTE", "name": "meetings.open_breakout_rooms"}, {"description": "Define and generate new breakout rooms for the meeting", "domain": "Collaboration", "family": "CREATE", "name": "meetings.creat...
[ "meetings.open_breakout_rooms" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000564
en
sibling_action
Collaboration
Whiteboards
Start a fresh shared canvas that everyone in this session can draw on together
{"session": {"active_whiteboards": 0, "participants": 12}}
{}
[{"description": "Create a new blank collaborative whiteboard canvas", "domain": "Collaboration", "family": "CREATE", "name": "whiteboards.create_whiteboard"}, {"description": "Give additional people access to an existing whiteboard", "domain": "Collaboration", "family": "NOTIFY", "name": "whiteboards.share_whiteboard"...
[ "whiteboards.create_whiteboard" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000565
en
sibling_action
Collaboration
File Sharing
Drop the final deck into the delivery channel so the whole team can grab it
{"channel": "delivery", "file": {"location": "personal_drive", "name": "final-delivery-deck"}}
{}
[{"description": "Share a file so it is accessible to an entire channel", "domain": "Collaboration", "family": "NOTIFY", "name": "files.share_to_channel"}, {"description": "Send a file as a direct attachment to a specific person", "domain": "Collaboration", "family": "NOTIFY", "name": "files.send_direct_attachment"}, {...
[ "files.share_to_channel" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000566
en
sibling_action
Collaboration
Shifts
Pass my open incidents and handoff notes to the on-call engineer taking over at midnight
{"shift": {"current_owner": "user", "ends_at": "00:00", "open_incidents": 3}}
{}
[{"description": "Transfer open work, notes, and responsibility for an ending shift to the incoming owner", "domain": "Collaboration", "family": "EXECUTE", "name": "shifts.handoff_shift"}, {"description": "Exchange a scheduled shift with a colleague's shift", "domain": "Collaboration", "family": "UPDATE", "name": "shif...
[ "shifts.handoff_shift" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000567
en
sibling_action
Collaboration
Tasks
This blocker has been stuck for five days past the team lead — raise it upward before it slips the milestone
{"tasks": {"blocked_days": 5, "current_owner_level": "team_lead", "milestone_at_risk": true, "selected_task": "infra-blocker-42"}}
{}
[{"description": "Route a stuck task upward to a higher level of ownership for intervention", "domain": "Collaboration", "family": "ROUTE", "name": "tasks.escalate_task"}, {"description": "Move the task to a different owner at the same level", "domain": "Collaboration", "family": "ROUTE", "name": "tasks.reassign_task"}...
[ "tasks.escalate_task" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000568
en
sibling_action
Collaboration
Shared Documents
Freeze the Q3 report so nobody can touch it while finance runs their numbers
{"documents": {"active_editors": 3, "lock_state": "unlocked", "selected_doc": "q3-report"}}
{}
[{"description": "Lock a document to block all edits and comments while keeping it readable", "domain": "Collaboration", "family": "UPDATE", "name": "docs.lock_document"}, {"description": "Allow others to keep commenting while blocking direct content edits", "domain": "Collaboration", "family": "UPDATE", "name": "docs....
[ "docs.lock_document" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000569
en
sibling_action
Collaboration
Calendar
Confirm I'll be attending the roadmap review the PM set up
{"invites": {"response_status": "none", "selected_invite": "roadmap-review-0712"}}
{}
[{"description": "Accept a meeting invitation, confirming your attendance", "domain": "Collaboration", "family": "UPDATE", "name": "calendar.accept_invite"}, {"description": "Respond maybe to a meeting invitation", "domain": "Collaboration", "family": "UPDATE", "name": "calendar.tentative_invite"}, {"description": "Dec...
[ "calendar.accept_invite" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000570
en
sibling_action
Collaboration
Meeting Notes
Mark the docs-migration follow-up as underway and note that it's about halfway done
{"action_items": {"assignee": "platform_team", "selected_item": "docs-migration-followup", "status": "not_started"}}
{}
[{"description": "Change status or add progress notes to an existing meeting action item", "domain": "Collaboration", "family": "UPDATE", "name": "notes.update_action_item"}, {"description": "Create a new action item from a meeting note", "domain": "Collaboration", "family": "CREATE", "name": "notes.create_action_item"...
[ "notes.update_action_item" ]
false
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000571
en
sibling_action
Collaboration
Meetings
Email me a downloadable written transcript of yesterday's training session
{"meeting": {"ended": true, "live_session_active": false, "recording_available": true, "transcript_available": false}}
{}
[{"description": "Distribute the existing video recording of the past session to an audience", "domain": "Collaboration", "family": "NOTIFY", "name": "meetings.share_recording"}, {"description": "Begin live transcription of a currently ongoing meeting", "domain": "Collaboration", "family": "EXECUTE", "name": "meetings....
[]
true
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000572
en
sibling_action
Collaboration
Channels
Combine the two overlapping engineering-update channels into one so all the history lives in a single place
{"workspace": {"channels_named": ["eng-updates", "eng-announcements"], "merge_supported": false}}
{}
[{"description": "Archive a channel, making it read-only while preserving its own history separately", "domain": "Collaboration", "family": "UPDATE", "name": "channels.archive_channel"}, {"description": "Rename an existing channel", "domain": "Collaboration", "family": "UPDATE", "name": "channels.rename_channel"}, {"de...
[]
true
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000573
en
sibling_action
Collaboration
Tasks
Move every task owned by the departing intern over to their replacement in one go
{"tasks": {"bulk_operations_supported": false, "selected_task": null, "tasks_owned_by_departing_member": 23}}
{"reason": "offboarding"}
[{"description": "Move one specific task from its current owner to a new owner", "domain": "Collaboration", "family": "ROUTE", "name": "tasks.reassign_task"}, {"description": "Set an owner on one specific unassigned task", "domain": "Collaboration", "family": "ROUTE", "name": "tasks.assign_task"}, {"description": "Clos...
[]
true
{"category": "sibling_action", "domain_batch": "Collaboration", "generation_model": "glm-5.3", "seed_id": "a61a55a1a83b8d22944fb491", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "a61a55a1a83b8d22944fb491"}
v1-hard-0000574
en
sibling_action
Facilities
RoomBooking
Get Conference Room 4B on the calendar for the product sync next Thursday, 2 to 3 pm.
{"policy": {"max_advance_booking_days": 60, "requested_slot_status": "OPEN"}, "room_bookings": []}
{"room": "4B", "slot": "Thu 14:00-15:00"}
[{"description": "Create a new one-time reservation for a single room and time slot; does not create recurring series.", "domain": "Facilities", "family": "CREATE", "name": "create_room_reservation"}, {"description": "Change the time, room, or attendee list of an existing reservation.", "domain": "Facilities", "family"...
[ "create_room_reservation" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000575
en
sibling_action
Facilities
RoomBooking
Shift our Thursday product sync in 4B back an hour — 3 to 4 instead of 2 to 3.
{"room_bookings": [{"id": "RES-2214", "organizer": "caller", "room": "4B", "slot": "Thu 14:00-15:00", "status": "CONFIRMED"}]}
{"booking_id": "RES-2214", "new_slot": "Thu 15:00-16:00"}
[{"description": "Change the time, room, or attendee list of an existing reservation.", "domain": "Facilities", "family": "UPDATE", "name": "update_room_reservation"}, {"description": "Create a new one-time reservation for a single room and time slot; does not create recurring series.", "domain": "Facilities", "family"...
[ "update_room_reservation" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000576
en
sibling_action
Facilities
RoomBooking
Set up a standing grab of the design review room every Monday 9 to 10 through the end of the year.
{"policy": {"recurring_reservations": "not_supported", "series_requests": "manual_fallback"}, "room_bookings": []}
{"pattern": "weekly Mon 09:00-10:00", "room": "Design Review", "through": "Dec 31"}
[{"description": "Create a new one-time reservation for a single date and slot only; does not create a series.", "domain": "Facilities", "family": "CREATE", "name": "create_room_reservation"}, {"description": "Change the time, room, or attendee list of an existing single reservation.", "domain": "Facilities", "family":...
[]
true
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000577
en
sibling_action
Facilities
RoomBooking
We're at the door of 4B for our 2 o'clock — the auto-release is about to fire, log us as present.
{"policy": {"auto_release_no_show_minutes": 15}, "room_bookings": [{"id": "RES-2214", "room": "4B", "slot": "Thu 14:00-15:00", "status": "CONFIRMED"}]}
{"booking_id": "RES-2214", "current_time": "14:12"}
[{"description": "Mark an upcoming reservation as occupied to prevent automatic no-show release.", "domain": "Facilities", "family": "EXECUTE", "name": "check_in_room_reservation"}, {"description": "End occupancy early on a reservation the caller has already checked in to.", "domain": "Facilities", "family": "EXECUTE",...
[ "check_in_room_reservation" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000578
en
sibling_action
Facilities
RoomBooking
The other team never showed for 4B — hand the room back so someone else can take the slot.
{"room_bookings": [{"checked_in": false, "id": "RES-2230", "organizer": "other_team", "room": "4B", "slot": "Thu 14:00-15:00", "status": "CONFIRMED"}]}
{"booking_id": "RES-2230", "caller": "not_organizer"}
[{"description": "Mark an upcoming reservation as occupied to prevent automatic no-show release.", "domain": "Facilities", "family": "EXECUTE", "name": "check_in_room_reservation"}, {"description": "End occupancy early on a reservation the caller has already checked in to; invalid if no check-in occurred.", "domain": "...
[]
true
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000579
en
sibling_action
Facilities
WorkOrders
WO-8823, the lab airflow alarm repair, cleared review — sign off so the vendor can be sent out.
{"policy": {"auto_approve_limit_usd": 500}, "work_order": {"cost_estimate_usd": 2400, "id": "WO-8823", "status": "AWAITING_APPROVAL"}}
{"queued_action": "dispatch", "vendor": "AirTech Services"}
[{"description": "Advance a work order from AWAITING_APPROVAL to APPROVED; requires a Facilities Approver and clears the vendor for dispatch.", "domain": "Facilities", "family": "EXECUTE", "name": "approve_work_order"}, {"description": "Return a work order in AWAITING_APPROVAL to its requester with a rejection reason."...
[ "approve_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000580
en
sibling_action
Facilities
WorkOrders
Go ahead and sign off on WO-8823 when you get a second.
{"work_order": {"id": "WO-8823", "status": "APPROVED", "vendor_dispatch": "sent"}}
{"caller_role": "facilities_approver"}
[{"description": "Advance a work order from AWAITING_APPROVAL to APPROVED; a no-op in any other status.", "domain": "Facilities", "family": "EXECUTE", "name": "approve_work_order"}, {"description": "Return a work order in AWAITING_APPROVAL to its requester; invalid once approved.", "domain": "Facilities", "family": "EX...
[]
true
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000581
en
sibling_action
Facilities
WorkOrders
WO-5521 wants a 12k chiller swap but the quote is one line with no itemization — bounce it back to the requester.
{"policy": {"itemized_quote_required_above_usd": 5000}, "work_order": {"id": "WO-5521", "itemized": false, "quote_usd": 12000, "status": "AWAITING_APPROVAL"}}
{"caller_role": "facilities_approver"}
[{"description": "Return a work order in AWAITING_APPROVAL to its requester with a rejection reason.", "domain": "Facilities", "family": "EXECUTE", "name": "reject_work_order"}, {"description": "Advance a work order from AWAITING_APPROVAL to APPROVED, clearing vendor dispatch.", "domain": "Facilities", "family": "EXECU...
[ "reject_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000582
en
sibling_action
Facilities
WorkOrders
The lobby elevator outage WO-1170 is six days past SLA and the vendor has gone quiet — put it in front of the regional facilities director.
{"policy": {"escalation_path": "regional_facilities_director"}, "work_order": {"id": "WO-1170", "sla_breach_days": 6, "status": "VENDOR_DISPATCHED", "vendor_responsive": false}}
{"priority": "P1", "site": "HQ Lobby"}
[{"description": "Route a stalled or SLA-breaching work order to the regional facilities director.", "domain": "Facilities", "family": "ROUTE", "name": "escalate_work_order"}, {"description": "Place an approved, unassigned work order into a specific technician's queue.", "domain": "Facilities", "family": "ROUTE", "name...
[ "escalate_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000583
en
sibling_action
Facilities
WorkOrders
Put the annex HVAC filter change on tech M. Okafor's board.
{"technicians": [{"available": true, "name": "M. Okafor", "trade": "HVAC"}], "work_order": {"assignee": null, "id": "WO-1288", "status": "APPROVED", "trade": "HVAC"}}
{"site": "Annex"}
[{"description": "Place an approved, unassigned work order into a specific technician's queue.", "domain": "Facilities", "family": "ROUTE", "name": "assign_work_order"}, {"description": "Route a stalled or SLA-breaching work order to the regional facilities director.", "domain": "Facilities", "family": "ROUTE", "name":...
[ "assign_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000584
en
sibling_action
Facilities
WorkOrders
Dock leveler 2 repairs are finished and the verification checklist is signed — wrap up WO-3390.
{"work_order": {"assignee": "T. Ruiz", "id": "WO-3390", "status": "IN_PROGRESS", "verification": "COMPLETE"}}
{"site": "Dock 2"}
[{"description": "Close a work order that is IN_PROGRESS with its verification checklist complete.", "domain": "Facilities", "family": "EXECUTE", "name": "close_work_order"}, {"description": "Withdraw a work order that has not started (SUBMITTED or APPROVED with no technician dispatched).", "domain": "Facilities", "fam...
[ "close_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000585
en
sibling_action
Facilities
WorkOrders
The roof inspection WO-4402 went in by mistake and no contractor was ever booked — kill it before anyone acts on it.
{"work_order": {"assignee": null, "id": "WO-4402", "status": "SUBMITTED", "vendor": null, "work_started": false}}
{"site": "Plant 2 Roof"}
[{"description": "Withdraw a work order that has not started (SUBMITTED or APPROVED with no technician dispatched).", "domain": "Facilities", "family": "DELETE", "name": "cancel_work_order"}, {"description": "Close a work order that is IN_PROGRESS with verification complete.", "domain": "Facilities", "family": "EXECUTE...
[ "cancel_work_order" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000586
en
sibling_action
Facilities
AccessControl
Dana starts Monday as the new plant tech — get them set with mechanical-room access at Plant 2.
{"badge_holders": [{"active_badge": null, "name": "Dana"}], "policy": {"badge_lead_time_days": 2}}
{"site": "Plant 2", "start_date": "Monday"}
[{"description": "Provision a new physical badge and card record for a holder, including initial access groups.", "domain": "Facilities", "family": "CREATE", "name": "issue_badge"}, {"description": "Permanently deactivate a badge; access is only restored by issuing a new card.", "domain": "Facilities", "family": "DELET...
[ "issue_badge" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000587
en
sibling_action
Facilities
AccessControl
Add the rooftop door to Dana's current card — same card, just the extra reader.
{"badge_holders": [{"access_groups": ["plant2-mech"], "active_badge": "B-77123", "name": "Dana", "status": "ACTIVE"}]}
{"card_change": "none", "reader": "rooftop-door"}
[{"description": "Add or remove door/reader permission groups on an existing active badge.", "domain": "Facilities", "family": "UPDATE", "name": "update_badge_access"}, {"description": "Provision a new physical badge and card record for a holder.", "domain": "Facilities", "family": "CREATE", "name": "issue_badge"}, {"d...
[ "update_badge_access" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000589
en
sibling_action
Facilities
AccessControl
Put badge B-90211 on hold while the safety audit runs; it may come back afterward.
{"badges": [{"holder": "Site Contractor", "id": "B-90211", "status": "ACTIVE"}], "policy": {"audit_holds": "reversible"}}
{"hold_reason": "safety_audit", "reactivation_expected": true}
[{"description": "Temporarily deactivate an active badge with the option to reactivate the same card.", "domain": "Facilities", "family": "UPDATE", "name": "suspend_badge"}, {"description": "Permanently deactivate a badge; access is only restored by issuing a new card.", "domain": "Facilities", "family": "DELETE", "nam...
[ "suspend_badge" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000591
en
sibling_action
Facilities
VisitorManagement
Our ten o'clock, Jin Park, is standing at the front desk — get them into the system and printed a pass.
{"visits": [{"expected": "10:00", "status": "PRE_REGISTERED", "visitor": "Jin Park"}]}
{"desk": "Lobby North", "time": "10:02"}
[{"description": "Admit an expected visitor on arrival and print their pass.", "domain": "Facilities", "family": "EXECUTE", "name": "check_in_visitor"}, {"description": "Record a checked-in visitor's departure.", "domain": "Facilities", "family": "EXECUTE", "name": "check_out_visitor"}, {"description": "Register an exp...
[ "check_in_visitor" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000592
en
sibling_action
Facilities
VisitorManagement
Add R. Osei as an expected guest for Friday's board session and send the QR pass ahead of time.
{"board_session": "Fri 09:00-12:00", "visits": []}
{"delivery": "email_before_arrival", "visitor": "R. Osei"}
[{"description": "Register an expected future visitor and send them a QR pass before arrival.", "domain": "Facilities", "family": "CREATE", "name": "pre_register_visitor"}, {"description": "Admit an expected visitor on arrival and print their pass.", "domain": "Facilities", "family": "EXECUTE", "name": "check_in_visito...
[ "pre_register_visitor" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000593
en
sibling_action
Facilities
WorkOrders
WO-9102 is ready — sign it off.
{"caller_role": "requester", "policy": {"approver_role_required": "facilities_approver", "self_approval": "prohibited"}, "work_order": {"id": "WO-9102", "requester": "caller", "status": "AWAITING_APPROVAL"}}
{"sla_state": "normal", "vendor": "pending_approval"}
[{"description": "Advance a work order from AWAITING_APPROVAL to APPROVED; caller must hold the Facilities Approver role.", "domain": "Facilities", "family": "EXECUTE", "name": "approve_work_order"}, {"description": "Return a work order in AWAITING_APPROVAL to its requester; caller must hold the Facilities Approver rol...
[]
true
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000594
en
sibling_action
Facilities
VisitorManagement
The courier at dock 3 isn't on today's visit list and has no sponsor — front desk wants the entry refused.
{"policy": {"unsponsored_visitors": "refuse_entry"}, "visits": []}
{"location": "Dock 3", "sponsor": "none"}
[{"description": "Refuse entry to an unsponsored or unlisted visitor and log the refusal.", "domain": "Facilities", "family": "EXECUTE", "name": "deny_visitor_entry"}, {"description": "Admit an expected visitor on arrival and print their pass.", "domain": "Facilities", "family": "EXECUTE", "name": "check_in_visitor"}, ...
[ "deny_visitor_entry" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000595
en
sibling_action
Facilities
AssetInventory
The design team's standing desks FA-1102 through FA-1106 moved up to the annex — same owner, just log where they live now.
{"assets": [{"cost_center": "DSN-100", "custody": "Design", "location": "Floor 3", "tag_range": "FA-1102..FA-1106"}]}
{"custody_change": "none", "new_location": "Annex"}
[{"description": "Record the new physical placement of assets without changing custody or cost center.", "domain": "Facilities", "family": "UPDATE", "name": "update_asset_location"}, {"description": "Reassign asset custody and cost center to another department or site.", "domain": "Facilities", "family": "UPDATE", "nam...
[ "update_asset_location" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000596
en
sibling_action
Facilities
AssetInventory
Hand the five annex standing desks over to Product Design's cost center as part of the reorg.
{"assets": [{"cost_center": "FAC-500", "custody": "Facilities", "location": "Annex", "tag_range": "FA-1102..FA-1106"}]}
{"location_change": "none", "new_cost_center": "PRD-220"}
[{"description": "Reassign asset custody and cost center to another department or site.", "domain": "Facilities", "family": "UPDATE", "name": "transfer_assets"}, {"description": "Record the new physical placement of assets without changing custody or cost center.", "domain": "Facilities", "family": "UPDATE", "name": "u...
[ "transfer_assets" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000597
en
sibling_action
Facilities
AssetInventory
The fitness-room treadmill FA-0031 is dead beyond repair — take it off the books.
{"assets": [{"repair_estimate": "exceeds_replacement_cost", "status": "BROKEN", "tag": "FA-0031"}]}
{"disposition": "scrap", "site": "HQ Fitness Room"}
[{"description": "Remove assets from active inventory and the books for disposal or scrapping.", "domain": "Facilities", "family": "DELETE", "name": "retire_assets"}, {"description": "Reassign asset custody and cost center to another department or site.", "domain": "Facilities", "family": "UPDATE", "name": "transfer_as...
[ "retire_assets" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000598
en
sibling_action
Facilities
Parking
The new Finance hire should get open garage slot P-118.
{"parking": {"P-118": "AVAILABLE"}, "waitlist": {"length": 0, "open": true}}
{"employee_dept": "Finance", "garage": "Main"}
[{"description": "Allocate a specific vacant parking spot to an employee; requires an available spot.", "domain": "Facilities", "family": "UPDATE", "name": "assign_parking_spot"}, {"description": "Free up an occupied parking spot and return it to the available pool.", "domain": "Facilities", "family": "UPDATE", "name":...
[ "assign_parking_spot" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000599
en
sibling_action
Facilities
Parking
The new Finance hire needs a garage spot too.
{"parking": {"garage_occupancy": "100%", "vacant_spots": 0}, "waitlist": {"length": 4, "open": true}}
{"employee_dept": "Finance", "garage": "Main"}
[{"description": "Allocate a specific vacant parking spot to an employee; invalid when the garage is full.", "domain": "Facilities", "family": "UPDATE", "name": "assign_parking_spot"}, {"description": "Enqueue an employee for the next garage spot when none are vacant.", "domain": "Facilities", "family": "CREATE", "name...
[ "add_to_parking_waitlist" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000600
en
sibling_action
Facilities
Parking
Miller in Legal is offboarding Friday — open up garage spot P-204 for reassignment.
{"parking": {"P-204": {"holder": "Miller (Legal)", "through": "Friday"}}, "waitlist": {"length": 4}}
{"reassignment_target": "undetermined"}
[{"description": "Free up an occupied parking spot and return it to the available pool.", "domain": "Facilities", "family": "UPDATE", "name": "release_parking_spot"}, {"description": "Move an existing spot assignment directly from one employee to another named employee.", "domain": "Facilities", "family": "UPDATE", "na...
[ "release_parking_spot" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000602
en
sibling_action
Facilities
HVAC
The fourth-floor conference wing is sweltering — force cooling down to 70 until tonight.
{"hvac_schedules": [{"active": true, "building": "C", "cooling_setpoint": 76, "id": "SCH-C4", "mode": "OCCUPIED", "zone": "Floor 4 conference wing"}]}
{"end_time": "tonight", "requested_setpoint": 70, "zone": "C-4-conference"}
[{"description": "Apply an immediate temporary setpoint command that runs until a fixed end time, then reverts to schedule.", "domain": "Facilities", "family": "EXECUTE", "name": "override_hvac_setpoint"}, {"description": "Define a new automated HVAC schedule for a building or zone.", "domain": "Facilities", "family": ...
[ "override_hvac_setpoint" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000603
en
sibling_action
Facilities
MoveManagement
Move request MV-77, QA up to floor 5, cleared space review — green-light it.
{"move_request": {"finance_signoff": "complete", "id": "MV-77", "scheduled": false, "status": "REVIEW_PASSED"}, "policy": {"moves_require_approval_before_scheduling": true}}
{"department": "QA", "destination": "Floor 5"}
[{"description": "Advance a space-reviewed move request to APPROVED so it can be scheduled.", "domain": "Facilities", "family": "EXECUTE", "name": "approve_move_request"}, {"description": "Send a move request back to its requester with a denial reason.", "domain": "Facilities", "family": "EXECUTE", "name": "reject_move...
[ "approve_move_request" ]
false
{"category": "sibling_action", "domain_batch": "Facilities", "generation_model": "glm-5.3", "seed_id": "c334eaf244d2a11cad75d5b2", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c334eaf244d2a11cad75d5b2"}
v1-hard-0000604
en
sibling_action
Procurement
Sourcing
Bid scoring on RFP-3309 wrapped up with Vendor K ranked first by every evaluator - finalize the outcome so the contracting handoff can begin.
{"award_approval": "GRANTED", "open_bids": 4, "rfx_status": "EVALUATION_COMPLETE"}
{"actor_role": "sourcing_lead", "channel": "web"}
[{"description": "Finalize the sourcing event by selecting the winning bid and initiating contract handoff; valid only after evaluation completes and award approval is granted.", "domain": "Procurement", "family": "EXECUTE", "name": "award_rfx_event"}, {"description": "End the sourcing event and archive responses witho...
[ "award_rfx_event" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000605
en
sibling_action
Procurement
Purchase Orders
PO 4501231 already went to the vendor, but we now need another 20 units of item RM-88 at the same negotiated price added to it.
{"change_process": "FORMAL_AMENDMENT", "direct_edit_allowed": false, "po_status": "APPROVED_AND_TRANSMITTED"}
{"vendor_notified_of_changes": false}
[{"description": "Edit header or line fields on a draft PO that has not yet been transmitted; blocked once the vendor holds a copy.", "domain": "Procurement", "family": "UPDATE", "name": "update_purchase_order"}, {"description": "Issue a formal change order against a transmitted PO, versioning the document and notifyin...
[ "amend_purchase_order" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000607
en
sibling_action
Procurement
Approvals
Nadia is on leave for two weeks and wants her entire stack of pending sourcing sign-offs to sit with her deputy rather than working through items one at a time.
{"approver": "Nadia R.", "deputy_has_authority": true, "out_of_office": true, "pending_queue_size": 17}
{"leave_start": "tomorrow"}
[{"description": "Temporarily transfer the entire pending approval queue to a deputy with full authority for a set period; auto-reverts on return.", "domain": "Procurement", "family": "ROUTE", "name": "delegate_pending_approvals"}, {"description": "Move a single approval item to a different named approver, leaving the ...
[ "delegate_pending_approvals" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000608
en
sibling_action
Procurement
Accounts Payable
INV-7712 shows a 12 percent unit-price variance against the PO, so freeze the money movement until the supplier justifies it - we are not opening a formal case with them yet.
{"invoice_status": "MATCH_EXCEPTION", "payment_scheduled": true, "variance_pct": 12}
{"supplier_contact_aware": false}
[{"description": "Place an internal payment block on an invoice; suspends the payment run without notifying the supplier.", "domain": "Procurement", "family": "UPDATE", "name": "hold_invoice_payment"}, {"description": "Open a formal dispute case against specific lines and send justification documents to the supplier.",...
[ "hold_invoice_payment" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000609
en
sibling_action
Procurement
Supplier Management
Get Keller Fabrication set up so category managers can actually place them on the Q4 bid list - compliance vetting and all.
{"actor_role": "category_manager", "onboarding_requires_compliance_review": true, "supplier_exists": false}
{"target": "usable_in_sourcing_events"}
[{"description": "Create a basic supplier master record; the record stays unusable in sourcing until onboarding completes.", "domain": "Procurement", "family": "CREATE", "name": "create_supplier_record"}, {"description": "Create the record and submit it into the compliance/tax vetting workflow that makes the supplier s...
[ "submit_supplier_for_onboarding" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000610
en
sibling_action
Procurement
Goods Receipt
The truck for PO 4500988 just docked - the count came to 40 units against 60 ordered, and we need that shortage put on record now.
{"delivered_qty": 40, "expected_qty": 60, "po_status": "OPEN", "receipts_recorded": 0}
{"delivery_accepted": true}
[{"description": "Post the initial receipt against a delivery, capturing counted quantities and generating the shortage report.", "domain": "Procurement", "family": "EXECUTE", "name": "record_goods_receipt"}, {"description": "Correct the counted quantity on a receipt document that has already been posted.", "domain": "...
[ "record_goods_receipt" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000611
en
sibling_action
Procurement
Contracts
MSA-2210 reaches term end next month and both sides are satisfied - roll it onto the next twelve-month term with zero changes to any clause.
{"auto_renewal_clause": false, "contract_status": "ACTIVE", "renewal_window_open": true, "term_end_days": 31}
{"negotiation_rounds": 0}
[{"description": "Commence the next contract term under the existing agreed terms within the renewal window.", "domain": "Procurement", "family": "EXECUTE", "name": "renew_contract"}, {"description": "Lengthen the current term's end date without beginning a new term period.", "domain": "Procurement", "family": "UPDATE"...
[ "renew_contract" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000612
en
sibling_action
Procurement
Spend Analysis
Right now, on screen, slice our Q3 spend by category for the ops review - no file download and nothing recurring.
{"fiscal_quarter": "Q3", "saved_views": [], "user_role": "procurement_analyst"}
{"delivery": "interactive_session"}
[{"description": "Execute an ad hoc spend query grouped by category, supplier, or business unit and render results in the current session.", "domain": "Procurement", "family": "SEARCH", "name": "run_spend_analysis"}, {"description": "Produce a CSV or XLSX file of spend records for download.", "domain": "Procurement", "...
[ "run_spend_analysis" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000613
en
sibling_action
Procurement
Approvals
PO 4500455 has sat with the engineering gate for nine days - a courtesy nudge went out yesterday and the SLA is deep in the red, so bring the department head in to force it through the queue.
{"current_stage": "ENGINEERING", "po_status": "PENDING_APPROVAL", "reminder_sent": true, "sla_days_breached": 9, "sla_policy": "ESCALATE_AFTER_5_DAYS"}
{"next_level": "DEPT_HEAD"}
[{"description": "Push the stalled approval item to the next management level, bypassing the non-responsive approver, when SLA is breached.", "domain": "Procurement", "family": "ROUTE", "name": "escalate_po_approval"}, {"description": "Send a courtesy nudge notification to the current approver; does not move the item."...
[ "escalate_po_approval" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000614
en
sibling_action
Procurement
Supplier Management
Keller Fab and Keller Fabrication Ltd are the same shop sitting in the master data twice - combine them into one record so history and spend roll up together.
{"active_refs": ["SUP-1021", "SUP-3390"], "both_have_transactions": true, "duplicate_suppliers_detected": true}
{"data_steward_request": true}
[{"description": "Set a supplier's status to inactive, blocking new transactions while keeping the record separate.", "domain": "Procurement", "family": "UPDATE", "name": "deactivate_supplier"}, {"description": "Edit master data fields such as contacts, addresses, or payment terms on one supplier.", "domain": "Procurem...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000615
en
sibling_action
Procurement
Purchase Orders
Legal wants PO 4500777 physically erased from the system after the erroneous disclosure - they insist on full removal, not merely an end to the order.
{"audit_retention_years": 7, "hard_delete_permitted": false, "po_status": "APPROVED"}
{"requesting_party": "legal_counsel"}
[{"description": "Void the PO with a reason code; the document remains in the audit trail.", "domain": "Procurement", "family": "EXECUTE", "name": "cancel_purchase_order"}, {"description": "Finalize the PO lifecycle after full receipt and invoicing.", "domain": "Procurement", "family": "EXECUTE", "name": "close_purchas...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000616
en
sibling_action
Procurement
Sourcing
Only two bids landed on RFQ-4471 before the cutoff and pricing looks high - give prospective bidders another 72 hours instead of scrapping the round.
{"bids_received": 2, "event_cancel_allowed": true, "hours_to_deadline": 4, "rfx_status": "OPEN_BIDDING"}
{"keep_existing_bids": true}
[{"description": "Push the submission cutoff outward, keeping received bids and the participant list intact.", "domain": "Procurement", "family": "UPDATE", "name": "extend_rfx_deadline"}, {"description": "Abort the event, discard its outcome, and notify participants no award follows.", "domain": "Procurement", "family"...
[ "extend_rfx_deadline" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000617
en
sibling_action
Procurement
Purchase Orders
PO 4500311 is fully delivered, invoiced, and paid - time to take it off the open-order book.
{"invoiced": true, "open_lines": 0, "paid": true, "po_status": "FULLY_DELIVERED"}
{"reason": "month_end_open_commitment_cleanup"}
[{"description": "Finalize the PO lifecycle once all lines are received and settled, removing it from open-commitment reporting.", "domain": "Procurement", "family": "EXECUTE", "name": "close_purchase_order"}, {"description": "Void unfulfilled lines and release remaining encumbrances.", "domain": "Procurement", "family...
[ "close_purchase_order" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000618
en
sibling_action
Procurement
Supplier Management
Following the contamination finding, keep Halloran Chemicals out of new awards while the quality investigation runs - this is a pause, not a breakup.
{"existing_orders": 3, "quality_case": "OPEN_INVESTIGATION", "supplier_status": "ACTIVE"}
{"reversibility": "expected_temporary"}
[{"description": "Temporarily block new POs and event invitations while existing orders continue; reversible.", "domain": "Procurement", "family": "UPDATE", "name": "suspend_supplier"}, {"description": "Permanently set the supplier inactive; open documents must be reassigned.", "domain": "Procurement", "family": "UPDAT...
[ "suspend_supplier" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000619
en
sibling_action
Procurement
Accounts Payable
INV-90233 landed against a PO number that does not exist - simple digit transposition, so bounce it back so the supplier can correct the reference and resubmit.
{"failure_reason": "PO_REFERENCE_NOT_FOUND", "invoice_status": "HEADER_VALIDATION_FAILED", "lines_untouched": true}
{"correction_expected": "supplier_side_resubmission"}
[{"description": "Push a structurally invalid invoice back to the supplier's portal with correction instructions; they resubmit a fixed copy.", "domain": "Procurement", "family": "NOTIFY", "name": "return_invoice_to_supplier"}, {"description": "Permanently refuse the invoice; the supplier must raise an entirely new one...
[ "return_invoice_to_supplier" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000620
en
sibling_action
Procurement
Requisitions
The cost-center coding on REQ-1204 is finally fixed after the finance send-back - push it back into the approval flow now.
{"edits_complete": true, "requisition_status": "RETURNED_FOR_REVISION", "revision_requested_by": "finance_approver"}
{"actor": "requester"}
[{"description": "Enter or re-enter a finished requisition into the approval chain.", "domain": "Procurement", "family": "ROUTE", "name": "submit_requisition_for_approval"}, {"description": "Modify lines or accounting on a draft or returned requisition without submitting it.", "domain": "Procurement", "family": "UPDATE...
[ "submit_requisition_for_approval" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000621
en
sibling_action
Procurement
Contracts
The vendor's signed copy of CTR-556 arrived this morning - apply our signature so the agreement goes live and delivery can be scheduled.
{"contract_status": "AWAITING_COUNTERSIGNATURE", "counterparty_signed": true, "internal_approval": "COMPLETE"}
{"execution_authority": true}
[{"description": "Apply the company's executing signature to a fully vendor-signed agreement, making it executed and effective.", "domain": "Procurement", "family": "EXECUTE", "name": "countersign_contract"}, {"description": "Internal stakeholder sign-off on negotiated terms before signature.", "domain": "Procurement",...
[ "countersign_contract" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000622
en
sibling_action
Procurement
Sourcing
RFQ-4480 is drafted and reviewed - release it to the invited supplier list so bidding opens at 09:00 Monday.
{"open_to_market": false, "participant_list_locked": true, "rfx_status": "DRAFT_APPROVED"}
{"audience": "invited_only"}
[{"description": "Release an approved event to its invited participants, opening the bid window as scheduled.", "domain": "Procurement", "family": "EXECUTE", "name": "publish_rfx_event"}, {"description": "Convert an event from invitation-only to open-market so any registered supplier may respond.", "domain": "Procureme...
[ "publish_rfx_event" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000623
en
sibling_action
Procurement
Purchase Orders
Line 2 on PO 4500620 is a line-down part - lean on the vendor hard to ship ahead of the promised date; production is already short.
{"current_delivery_date": "2026-01-19", "expedite_fees_allowed": true, "line_criticality": "LINE_DOWN", "po_status": "TRANSMITTED"}
{"vendor_confirmation": "not_yet_received"}
[{"description": "Send a formal expedite demand to the vendor for earlier shipment, including any agreed premium freight terms.", "domain": "Procurement", "family": "NOTIFY", "name": "expedite_po_delivery"}, {"description": "Change the committed date on the PO record, normally after the vendor confirms a new date.", "d...
[ "expedite_po_delivery" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000624
en
sibling_action
Procurement
Accounts Payable
INV-6621 matched clean across PO, receipt, and invoice - clear it for Thursday's payment run.
{"invoice_status": "THREE_WAY_MATCHED", "payment_hold": false, "payment_run_day": "THURSDAY", "posted": true}
{"special_payment_date": "none"}
[{"description": "Authorize a matched, posted invoice for the upcoming standard payment run.", "domain": "Procurement", "family": "EXECUTE", "name": "approve_invoice_payment"}, {"description": "Remove a payment block from a held invoice; no effect when no hold exists.", "domain": "Procurement", "family": "UPDATE", "nam...
[ "approve_invoice_payment" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000625
en
sibling_action
Procurement
Supplier Management
Vantage Steel emailed brand-new remittance bank details one day before a large payment lands - handle that the right way before anything gets keyed in.
{"bank_change_source": "UNSOLICITED_EMAIL", "payment_scheduled": true, "pending_payment_amount": 480000, "policy": "VERIFY_BEFORE_UPDATE"}
{"fraud_risk": "elevated"}
[{"description": "Run the mandatory callback/registry verification workflow on a bank-detail change request before any update is permitted.", "domain": "Procurement", "family": "EXECUTE", "name": "verify_supplier_bank_change"}, {"description": "Write new remittance details to the supplier master; policy-gated behind ve...
[ "verify_supplier_bank_change" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000627
en
sibling_action
Procurement
Sourcing
Bidder 3's response passed the late check at intake, but the mandatory ISO cert is missing - a gap scoring only just surfaced - so strike them from the running.
{"bidder3_cert": "MISSING", "bidder3_submission": "ON_TIME", "mandatory_requirement": "ISO_9001_CERT", "rfx_status": "EVALUATION_IN_PROGRESS"}
{"documentation_required": "compliance_cause"}
[{"description": "Remove a participant from consideration mid-evaluation for failing a mandatory compliance requirement, with documented cause.", "domain": "Procurement", "family": "EXECUTE", "name": "disqualify_rfx_participant"}, {"description": "Refuse a response at intake because it arrived late or in nonconforming ...
[ "disqualify_rfx_participant" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000628
en
sibling_action
Procurement
Contracts
Third missed delivery window on CTR-770 and the cure notice expired unanswered - end the agreement immediately, citing the breach.
{"breach_notices": 3, "contract_status": "ACTIVE", "cure_period": "EXPIRED", "termination_for_cause_allowed": true}
{"legal_review": "completed"}
[{"description": "End the agreement immediately citing documented breach after an expired cure period; preserves legal claims.", "domain": "Procurement", "family": "EXECUTE", "name": "terminate_contract_for_cause"}, {"description": "Conclude the contract at natural term end in good standing.", "domain": "Procurement", ...
[ "terminate_contract_for_cause" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000629
en
sibling_action
Procurement
Spend Analysis
Finance needs the open commitments sitting against the logistics category for the budget forecast - committed but not yet spent, not last year's actuals.
{"category_filter": "LOGISTICS", "fiscal_year": "2026", "open_po_balance_exists": true}
{"data_basis": "future_obligations"}
[{"description": "Query PO documents filtered by open status, category, and remaining value to surface outstanding commitments.", "domain": "Procurement", "family": "SEARCH", "name": "search_purchase_orders"}, {"description": "Analyze historical realized spend by category or supplier over a period.", "domain": "Procure...
[ "search_purchase_orders" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000630
en
sibling_action
Procurement
Approvals
The justification on REQ-2091 is thin and the account coding is off - do not kill it, just knock it back so Dana can rework and send it in again.
{"approver_role": "cost_center_manager", "fatal_policy_violation": false, "requisition_status": "PENDING_APPROVAL"}
{"remediation": "expected"}
[{"description": "Send the item back to the requester with change notes; it re-enters the flow after edits.", "domain": "Procurement", "family": "ROUTE", "name": "return_requisition_for_revision"}, {"description": "Refuse the requisition permanently with a reason; a brand-new one must be raised.", "domain": "Procuremen...
[ "return_requisition_for_revision" ]
false
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000631
en
sibling_action
Procurement
Accounts Payable
The wire for INV-5340 went out yesterday with the wrong amount - claw that payment back out of the ledger.
{"invoice_status": "PAID", "payment_date": "yesterday", "payment_status": "POSTED_SETTLED"}
{"treasury_involved": true}
[{"description": "Block a not-yet-paid invoice from the payment run.", "domain": "Procurement", "family": "UPDATE", "name": "hold_invoice_payment"}, {"description": "Open a formal dispute on line pricing or quantity.", "domain": "Procurement", "family": "EXECUTE", "name": "dispute_invoice_line"}, {"description": "Send ...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000632
en
sibling_action
Procurement
Purchase Orders
PO 4500902 was cancelled by mistake this morning - bring that same order number back to life with its approvals intact.
{"cancellation_reason": "DUPLICATE", "po_status": "CANCELLED", "reopen_allowed": false}
{"audit_requirement": "preserve_original_approvals"}
[{"description": "Issue a change order against a transmitted, active PO.", "domain": "Procurement", "family": "EXECUTE", "name": "amend_purchase_order"}, {"description": "Raise a new PO with a new number from scratch.", "domain": "Procurement", "family": "CREATE", "name": "create_purchase_order"}, {"description": "Fina...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000633
en
sibling_action
Procurement
Sourcing
The award on RFP-3320 went to the wrong bidder an hour ago and the notice is already out - undo the award and put the event back into evaluation.
{"award_notice_sent_to": "Bidder B", "award_published": true, "rfx_status": "AWARDED"}
{"time_since_award": "1_hour"}
[{"description": "Finalize the event by selecting the winning bid; valid only pre-award.", "domain": "Procurement", "family": "EXECUTE", "name": "award_rfx_event"}, {"description": "Abort the event before award and notify participants that no award follows.", "domain": "Procurement", "family": "EXECUTE", "name": "cance...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "560dba04e5b6d673d5198aa7", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "560dba04e5b6d673d5198aa7"}
v1-hard-0000635
en
sibling_action
ITSM
incident_management
Put this P1 database failover directly on the on-call DBA as sole owner instead of letting it sit in the shared database queue.
{"incident": {"assigned_to": null, "assignment_group": "database_queue", "priority": "P1", "status": "open"}}
{"on_call_individual_available": true}
[{"description": "Set a named individual as the sole assignee of the incident.", "domain": "ITSM", "family": "ROUTE", "name": "assign_incident_to_individual"}, {"description": "Place the incident into a team queue for next-available pickup.", "domain": "ITSM", "family": "ROUTE", "name": "route_incident_to_group"}, {"de...
[ "assign_incident_to_individual" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000636
en
sibling_action
ITSM
incident_management
The ticket landed with desktop support, but it is clearly the billing application misbehaving - move it over to the application support queue.
{"incident": {"assignment_group": "desktop_support", "category": "hardware", "status": "in_progress"}}
{"correct_group": "application_support"}
[{"description": "Transfer incident ownership to a different assignment group.", "domain": "ITSM", "family": "ROUTE", "name": "reassign_incident_group"}, {"description": "Raise handling to tier 2 within the current group structure.", "domain": "ITSM", "family": "ROUTE", "name": "escalate_incident_tier2"}, {"description...
[ "reassign_incident_group" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000637
en
sibling_action
ITSM
incident_management
The director wants this flagged at the highest impact rating tonight, but the same engineers already on it must keep working it.
{"incident": {"assigned_to": "on_call_engineer", "assignment_group": "identity_team", "priority": "P3"}}
{"ownership_change_permitted": false}
[{"description": "Bump the priority field while leaving ownership untouched.", "domain": "ITSM", "family": "UPDATE", "name": "raise_incident_priority"}, {"description": "Escalate to a higher support tier involving a handoff.", "domain": "ITSM", "family": "ROUTE", "name": "escalate_incident_tier2"}, {"description": "Mov...
[ "raise_incident_priority" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000638
en
sibling_action
ITSM
sla_management
We are blocked on a vendor RMA shipment for the failed switch - the response clock should not keep running while we wait on parts.
{"incident": {"sla_state": "running", "status": "pending_vendor"}, "sla_policy": {"pause_allowed": true, "valid_pause_reasons": ["awaiting_parts", "customer_delay"]}}
{"eta_vendor_shipment": "4 business days"}
[{"description": "Stop the SLA timer with a documented pause reason, resumable later.", "domain": "ITSM", "family": "EXECUTE", "name": "pause_incident_sla"}, {"description": "Push the SLA due date to a new fixed timestamp.", "domain": "ITSM", "family": "UPDATE", "name": "extend_incident_sla_due"}, {"description": "Noti...
[ "pause_incident_sla" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000639
en
sibling_action
ITSM
incident_management
Summarize the packet capture findings in a note on the open ticket for the network engineers - the raw file is already attached.
{"incident": {"assigned_group": "network_ops", "attachments": 2, "status": "in_progress", "work_note_count": 4}}
{"audience": "internal_assignee_group"}
[{"description": "Append an internal work note visible to the assigned team.", "domain": "ITSM", "family": "UPDATE", "name": "add_incident_work_note"}, {"description": "Overwrite the summary and description fields of the record.", "domain": "ITSM", "family": "UPDATE", "name": "update_incident_summary"}, {"description":...
[ "add_incident_work_note" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000640
en
sibling_action
ITSM
incident_management
Let the requester know we are waiting on replacement parts with a Friday ETA - message just them, not the whole subscriber list.
{"incident": {"requester_subscribed": true, "status": "pending_parts", "watcher_count": 7}}
{"broadcast_channel": "stakeholder_watchlist"}
[{"description": "Send a direct update notification to the requester only.", "domain": "ITSM", "family": "NOTIFY", "name": "notify_requester_update"}, {"description": "Post an update to all watchers and subscribers of the incident.", "domain": "ITSM", "family": "NOTIFY", "name": "broadcast_stakeholder_update"}, {"descr...
[ "notify_requester_update" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000641
en
sibling_action
ITSM
incident_management
Before logging anything new, check whether the Teams audio cutting out was already reported by someone earlier this morning.
{"policy": {"duplicate_check_required": true}, "recent_incident_window_hours": 12}
{"search_terms_available": ["teams", "audio", "dropouts"]}
[{"description": "Query the incident register by keyword, service, and time window.", "domain": "ITSM", "family": "SEARCH", "name": "search_incidents"}, {"description": "Log a brand-new incident record.", "domain": "ITSM", "family": "CREATE", "name": "create_incident"}, {"description": "Attach an incident to an already...
[ "search_incidents" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000642
en
sibling_action
ITSM
knowledge_management
Look for a documented workaround in the knowledge base before we page the on-call engineer for the SSO redirect loop.
{"incident": {"status": "new"}, "known_error_catalog": {"sso_redirect_loop": "unknown"}}
{"deflection_policy": "KB_check_before_escalation"}
[{"description": "Query knowledge articles for symptoms, workarounds, and fixes.", "domain": "ITSM", "family": "SEARCH", "name": "search_kb_articles"}, {"description": "Query the incident register for prior occurrences.", "domain": "ITSM", "family": "SEARCH", "name": "search_incidents"}, {"description": "Hand the incid...
[ "search_kb_articles" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000643
en
sibling_action
ITSM
incident_management
The disk-full alert just fired again on the same server we cleared yesterday - the user wants that same ticket brought back to life, not a fresh one.
{"prior_incident": {"closed_days_ago": 1, "id": "INC-2210", "status": "resolved_closed"}, "reopen_policy": {"window_days": 14}}
{"user_preference": "continue_existing_record"}
[{"description": "Return a resolved or closed incident to an active state.", "domain": "ITSM", "family": "UPDATE", "name": "reopen_incident"}, {"description": "Log a new standalone incident record.", "domain": "ITSM", "family": "CREATE", "name": "create_incident"}, {"description": "Attach an incident to an existing pro...
[ "reopen_incident" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000644
en
sibling_action
ITSM
incident_management
The label printer fault from two months ago is back; policy only allows reopening for two weeks, so log it fresh and cite the old case.
{"prior_incident": {"closed_days_ago": 62, "status": "closed"}, "reopen_policy": {"window_days": 14}}
{"reference_field_supported": true}
[{"description": "Open a new incident record that cites the earlier closed case.", "domain": "ITSM", "family": "CREATE", "name": "create_incident_referencing_prior"}, {"description": "Return a recently resolved or closed incident to active status.", "domain": "ITSM", "family": "UPDATE", "name": "reopen_incident"}, {"de...
[ "create_incident_referencing_prior" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000645
en
sibling_action
ITSM
incident_management
The email platform outage is generating per-site issues; cut a subordinate record under the master for the Berlin office sync failures only.
{"master_incident": {"existing_children": 3, "id": "INC-5100", "type": "master"}}
{"affected_site": "berlin_office"}
[{"description": "Create a child incident linked to a master incident.", "domain": "ITSM", "family": "CREATE", "name": "create_child_incident"}, {"description": "Create a standalone, unrelated incident record.", "domain": "ITSM", "family": "CREATE", "name": "create_incident"}, {"description": "Attach an incident to an ...
[ "create_child_incident" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000646
en
sibling_action
ITSM
incident_management
The user replied that mailbox access is working fine and the fix held through the weekend - finalize the record.
{"incident": {"auto_close_days_remaining": 3, "confirmation_received": true, "status": "resolved_pending_confirmation"}}
{"confirmation_window_met": true}
[{"description": "Perform final closure after resolution is confirmed.", "domain": "ITSM", "family": "UPDATE", "name": "close_incident"}, {"description": "Mark the incident resolved, awaiting requester confirmation.", "domain": "ITSM", "family": "UPDATE", "name": "resolve_incident"}, {"description": "Withdraw the incid...
[ "close_incident" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000647
en
sibling_action
ITSM
incident_management
Internal troubleshooting is exhausted on the storage array fault and we hold an active premium support contract - get a tracked case opened with the vendor.
{"incident": {"status": "in_progress", "vendor_contract": "premium_support_active"}, "internal_triage": "completed"}
{"vendor_portal": "reachable"}
[{"description": "Open a tracked vendor case and link it to the incident.", "domain": "ITSM", "family": "ROUTE", "name": "escalate_to_vendor_support"}, {"description": "Send an informational message to the vendor liaison; no case is created.", "domain": "ITSM", "family": "NOTIFY", "name": "notify_vendor_liaison"}, {"de...
[ "escalate_to_vendor_support" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000648
en
sibling_action
ITSM
problem_management
Four separate incidents this week all show the same VPN authentication failure signature - open a record to chase the underlying cause and pull those tickets under it.
{"open_problems": {"vpn_auth_matching": "none"}, "related_incident_count": 4}
{"pattern_confirmed_by_analyst": true}
[{"description": "Open a new root-cause investigation record.", "domain": "ITSM", "family": "CREATE", "name": "create_problem_record"}, {"description": "Attach an incident to an already-existing problem record.", "domain": "ITSM", "family": "UPDATE", "name": "link_incident_to_problem"}, {"description": "Document a conf...
[ "create_problem_record" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000649
en
sibling_action
ITSM
problem_management
Another laptop imaging failure came in and the imaging server issue is already tracked - just attach this ticket to that existing record.
{"incoming_incident": {"service": "laptop_imaging"}, "open_problems": [{"id": "PRB-0204", "title": "imaging server timeout"}]}
{"duplicate_root_cause_suspected": true}
[{"description": "Attach an incident to an already-existing problem record.", "domain": "ITSM", "family": "UPDATE", "name": "link_incident_to_problem"}, {"description": "Open a new, separate root-cause record.", "domain": "ITSM", "family": "CREATE", "name": "create_problem_record"}, {"description": "Document a confirme...
[ "link_incident_to_problem" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000650
en
sibling_action
ITSM
problem_management
Root cause for the print spooler crashes is now confirmed with a solid workaround - document it as a known error so the desk stops re-diagnosing every ticket.
{"problem": {"known_error_published": false, "root_cause": "confirmed", "workaround": "available"}}
{"service_desk_rework_complaints": 11}
[{"description": "Publish a known-error entry with root cause and workaround for reuse.", "domain": "ITSM", "family": "CREATE", "name": "create_known_error"}, {"description": "Open a new root-cause investigation record.", "domain": "ITSM", "family": "CREATE", "name": "create_problem_record"}, {"description": "Advance t...
[ "create_known_error" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000652
en
sibling_action
ITSM
service_request
The hiring manager signed off on the contractor's VPN access request - push it through so provisioning can start.
{"service_request": {"approval_stage": 1, "fulfillment": "not_started", "status": "pending_approval"}}
{"approver_role": "hiring_manager", "delegation_valid": true}
[{"description": "Record the formal approval that releases the request to fulfillment.", "domain": "ITSM", "family": "EXECUTE", "name": "approve_service_request"}, {"description": "Execute delivery tasks; requires a completed approval first.", "domain": "ITSM", "family": "EXECUTE", "name": "fulfill_service_request"}, {...
[ "approve_service_request" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000654
en
sibling_action
ITSM
service_request
HR cancelled the start date, so the laptop provisioning order should be pulled back before anything ships.
{"service_request": {"requested_for": "cancelled_onboarding", "shipped": false, "status": "pending_fulfillment"}}
{"fulfillment_sla": "not_yet_started"}
[{"description": "Withdraw the request before fulfillment; no delivery occurs.", "domain": "ITSM", "family": "UPDATE", "name": "cancel_service_request"}, {"description": "Perform closure after successful completion and delivery.", "domain": "ITSM", "family": "UPDATE", "name": "close_service_request"}, {"description": "...
[ "cancel_service_request" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000655
en
sibling_action
ITSM
change_management
The security reviewer finished the risk assessment - record their formal sign-off; after this only one approval remains before the gateway change can be scheduled.
{"change_request": {"approvals_received": 1, "approvals_required": 2, "pending_approver": "security_reviewer"}}
{"current_user_role": "security_reviewer"}
[{"description": "Record an approver's formal approval toward the required count.", "domain": "ITSM", "family": "EXECUTE", "name": "approve_change_request"}, {"description": "Mark the change as reviewed without granting approval.", "domain": "ITSM", "family": "EXECUTE", "name": "acknowledge_change_request"}, {"descript...
[ "approve_change_request" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000656
en
sibling_action
ITSM
change_management
The DBA needs the production index rebuild signed off via the emergency review path - checkout latency is actively degrading and the normal board does not meet until tomorrow.
{"change_request": {"cab_scheduled": "next_day", "ecab_quorum": "available", "flagged_by": "requester", "type": "emergency"}}
{"impact": "active checkout degradation"}
[{"description": "Approve through the emergency board for immediate implementation.", "domain": "ITSM", "family": "EXECUTE", "name": "approve_emergency_change"}, {"description": "Approve via the normal scheduled board queue.", "domain": "ITSM", "family": "EXECUTE", "name": "approve_standard_change"}, {"description": "D...
[ "approve_emergency_change" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}
v1-hard-0000657
en
sibling_action
ITSM
change_management
Rollback testing for the firewall rule change was never completed - deny it on those specific grounds.
{"change_request": {"rollback_tested": false, "status": "pending_approval"}}
{"approval_policy": "rollback_test_required"}
[{"description": "Deny the change with documented justification.", "domain": "ITSM", "family": "EXECUTE", "name": "reject_change_request"}, {"description": "Withdraw the change at the requester's initiative.", "domain": "ITSM", "family": "UPDATE", "name": "cancel_change_request"}, {"description": "Approve contingent on...
[ "reject_change_request" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "07862019926ee29e22a82154", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_batched_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "07862019926ee29e22a82154"}