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-0000328
en
sibling_action
Procurement
Spend Analysis
Build me a Q3 view of spend by category across all business units, including off-contract purchases.
{"include_off_contract": true, "quarter": "Q3", "scope": "all_business_units"}
{"requester_role": "category_manager"}
[{"description": "Finds POs matching filters like status, supplier, or category.", "domain": "Procurement", "family": "SEARCH", "name": "search_purchase_orders"}, {"description": "Shows shipping and delivery progress for issued POs.", "domain": "Procurement", "family": "SEARCH", "name": "track_po_shipment_status"}, {"d...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "8543867ad0589ad17095532c", "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": "8543867ad0589ad17095532c"}
v1-hard-0000329
en
sibling_action
Procurement
Supplier Negotiation
Get Kestrel Polymers back to the table to bring unit pricing on CTR-3055 down 8% before the renewal window shuts.
{"contract": "CTR-3055", "renewal_window": "open", "supplier": "Kestrel Polymers", "target_price_reduction": "8%"}
{}
[{"description": "Starts a new competitive RFQ shell with lines and questionnaires.", "domain": "Procurement", "family": "CREATE", "name": "create_rfq"}, {"description": "Makes a drafted RFQ visible and response-enabled for invited suppliers.", "domain": "Procurement", "family": "ROUTE", "name": "publish_rfq"}, {"descr...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "8543867ad0589ad17095532c", "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": "8543867ad0589ad17095532c"}
v1-hard-0000330
en
sibling_action
Procurement
Payments
Approve a 30% advance payment to the field-site contractor before any goods or invoice exist.
{"advance_percent": 30, "goods_received": false, "invoice_received": false, "policy": {"advances": "treasury_flow_not_supported_in_procurement"}}
{}
[{"description": "Executes the invoice-to-PO-to-receipt match and posts the result for finance.", "domain": "Procurement", "family": "EXECUTE", "name": "match_invoice_to_purchase_order"}, {"description": "Approves a matched invoice for payment scheduling.", "domain": "Procurement", "family": "EXECUTE", "name": "approve...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "8543867ad0589ad17095532c", "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": "8543867ad0589ad17095532c"}
v1-hard-0000331
en
sibling_action
Procurement
Supplier Management
Register Helio Materials in the vendor master with their compliance certificates before the next sourcing round opens.
{"next_sourcing_round": "2025-12-01", "vendor_master": {"helio_materials": "not_present"}}
{}
[{"description": "Makes a drafted RFQ visible and response-enabled for invited suppliers.", "domain": "Procurement", "family": "ROUTE", "name": "publish_rfq"}, {"description": "Invites additional suppliers to an RFQ.", "domain": "Procurement", "family": "ROUTE", "name": "add_rfq_recipients"}, {"description": "Scores su...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "8543867ad0589ad17095532c", "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": "8543867ad0589ad17095532c"}
v1-hard-0000332
en
sibling_action
Procurement
Records Retention
Move purchase orders closed more than seven years ago into the archival storage tier for the external audit.
{"audit": "external", "retention_policy": {"archive_after_years": 7, "bulk_retention_moves": "records_management_system_only"}}
{}
[{"description": "Finds POs matching filters like status, supplier, or category.", "domain": "Procurement", "family": "SEARCH", "name": "search_purchase_orders"}, {"description": "Shows shipping and delivery progress for issued POs.", "domain": "Procurement", "family": "SEARCH", "name": "track_po_shipment_status"}, {"d...
[]
true
{"category": "sibling_action", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "8543867ad0589ad17095532c", "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": "8543867ad0589ad17095532c"}
v1-hard-0000334
en
sibling_action
ITSM
incident_management
INC0231 turns out to be a corrupted index that the Database team owns β€” move it over to the Database assignment group and explicitly do not touch the priority.
{"current_record": {"assignment_group": "Service Desk", "number": "INC0231", "priority": "P3", "state": "In Progress", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Raise management attention on an incident, typically advancing priority and notifying the escalation chain.", "domain": "ITSM", "family": "ROUTE", "name": "incident.escalate"}, {"description": "Transfer ownership of a single incident to a different assignment group, leaving priority and state unchange...
[ "incident.reassign_group" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000335
en
sibling_action
ITSM
change_management
Reviewed the emergency change for tonight's payment gateway patch β€” the rollback plan is solid, so sign off and let the team proceed.
{"current_record": {"approver": "current_user", "number": "CHG0312", "state": "Awaiting Approval", "type": "change", "type_detail": "emergency"}}
{"user_role": "change_manager"}
[{"description": "Approve a change request so it can proceed to scheduling and implementation.", "domain": "ITSM", "family": "EXECUTE", "name": "change.approve"}, {"description": "Deny a change request during its approval review, sending it back with rejection reasons.", "domain": "ITSM", "family": "EXECUTE", "name": "...
[ "change.approve" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000336
en
sibling_action
ITSM
change_management
The risk assessment on the firewall swap CHG0455 is unacceptable β€” deny it during this review so it never reaches scheduling.
{"current_record": {"number": "CHG0455", "state": "Awaiting Approval", "type": "change", "type_detail": "normal"}}
{"user_role": "cab_member"}
[{"description": "Approve a change request so it can proceed to scheduling and implementation.", "domain": "ITSM", "family": "EXECUTE", "name": "change.approve"}, {"description": "Deny a change request during its approval review, recording rejection reasons.", "domain": "ITSM", "family": "EXECUTE", "name": "change.reje...
[ "change.reject" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000337
en
sibling_action
ITSM
incident_management
In the open ticket queue, narrow the view down to just Network group items at P2 β€” I don't care what order they come back in.
{"list_view": {"columns": ["number", "priority", "assignment_group", "short_description"], "open_filters": [], "table": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Apply conditions to a list view so only rows matching field criteria are displayed.", "domain": "ITSM", "family": "SEARCH", "name": "incident.filter_list"}, {"description": "Reorder the currently displayed rows by a chosen column without removing any rows.", "domain": "ITSM", "family": "SEARCH", "name...
[ "incident.filter_list" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000338
en
sibling_action
ITSM
change_management
Production messaging is down and we are restarting the cluster right now β€” raise the change record for it outside the normal planning cycle.
{"active_major_outage": true, "change_queue": {"awaiting_approval": 3}}
{"user_role": "platform_lead"}
[{"description": "Open a standard planned change requiring full assessment, approval cycle, and scheduled window.", "domain": "ITSM", "family": "CREATE", "name": "change.create_normal"}, {"description": "Open an expedited change record for immediate implementation to restore service, with compressed approvals.", "domai...
[ "change.create_emergency" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000340
en
sibling_action
ITSM
incident_management
Flip INC0777 up to priority 1 because the CFO's office is affected β€” just the field value, no management notification or formal escalation path yet.
{"current_record": {"assignment_group": "EUC", "number": "INC0777", "priority": "P3", "state": "In Progress", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Change the urgency/priority value on an incident record without triggering notifications.", "domain": "ITSM", "family": "UPDATE", "name": "incident.set_priority"}, {"description": "Invoke the formal escalation process, notifying management and typically raising priority.", "domain": "ITSM", "family": ...
[ "incident.set_priority" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000341
en
sibling_action
ITSM
incident_management
INC0510 was logged twice by mistake and no work has started β€” withdraw it as a duplicate so it comes off the books without a resolution story.
{"current_record": {"duplicate_of": "INC0509", "number": "INC0510", "state": "New", "type": "incident", "work_started": false}}
{"user_role": "incident_agent"}
[{"description": "Withdraw a mistakenly raised or duplicate incident before any resolution work; retained with a cancel reason.", "domain": "ITSM", "family": "UPDATE", "name": "incident.cancel"}, {"description": "Formally close an incident that was worked, recording resolution information and closure code.", "domain": ...
[ "incident.cancel" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000342
en
sibling_action
ITSM
incident_management
INC0142 should sit with the analyst Marta K. day to day β€” put her on it as the owner; the EUC group can stay as the assignment group.
{"current_record": {"assigned_to": null, "assignment_group": "EUC", "number": "INC0142", "state": "In Progress", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Name a specific analyst as the assigned-to owner of an incident while leaving the assignment group unchanged.", "domain": "ITSM", "family": "ROUTE", "name": "incident.assign_individual"}, {"description": "Transfer the incident to a different assignment group.", "domain": "ITSM", "family": "ROUTE", "na...
[ "incident.assign_individual" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000343
en
sibling_action
ITSM
problem_management
Fourth ticket this week on the same print spooler crash β€” open an underlying problem record off INC0904 so root cause gets tracked properly.
{"current_record": {"linked_problem": null, "number": "INC0904", "recurring_symptom": "print spooler crash", "state": "In Progress", "type": "incident"}}
{"user_role": "problem_coordinator"}
[{"description": "Generate a new problem record seeded from an existing incident and link the two together.", "domain": "ITSM", "family": "CREATE", "name": "problem.create_from_incident"}, {"description": "Register a brand-new incident record for a reported issue.", "domain": "ITSM", "family": "CREATE", "name": "incide...
[ "problem.create_from_incident" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000345
en
sibling_action
ITSM
knowledge_management
The draft on configuring VPN profiles cleared peer review β€” make it live and searchable in the employee knowledge base.
{"current_record": {"number": "KB0005310", "peer_review": "passed", "state": "Draft", "type": "knowledge_article"}}
{"user_role": "knowledge_author"}
[{"description": "Draft a brand-new knowledge base article from scratch.", "domain": "ITSM", "family": "CREATE", "name": "knowledge.create_article"}, {"description": "Revise the content of an existing article while keeping its current lifecycle state.", "domain": "ITSM", "family": "UPDATE", "name": "knowledge.update_ar...
[ "knowledge.publish_article" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000346
en
sibling_action
ITSM
knowledge_management
KB0004211 still points people at the old portal URL for password resets β€” correct the steps inside that article, but keep it published meanwhile.
{"current_record": {"number": "KB0004211", "outdated_sections": ["reset steps"], "state": "Published", "type": "knowledge_article"}}
{"user_role": "knowledge_author"}
[{"description": "Revise the content of an existing article while keeping its current lifecycle state.", "domain": "ITSM", "family": "UPDATE", "name": "knowledge.update_article"}, {"description": "Withdraw a published article from the searchable knowledge base, marking it obsolete.", "domain": "ITSM", "family": "UPDATE...
[ "knowledge.update_article" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000347
en
sibling_action
ITSM
knowledge_management
The legacy password reset article is dead now that the new identity tool shipped β€” pull it out of the searchable knowledge base entirely.
{"current_record": {"number": "KB0000102", "state": "Published", "superseded_by": "new identity tool", "type": "knowledge_article"}}
{"user_role": "knowledge_manager"}
[{"description": "Withdraw a published article from the searchable knowledge base, marking it obsolete.", "domain": "ITSM", "family": "UPDATE", "name": "knowledge.retire_article"}, {"description": "Revise the content of an existing article while keeping it published.", "domain": "ITSM", "family": "UPDATE", "name": "kno...
[ "knowledge.retire_article" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000348
en
sibling_action
ITSM
service_catalog
I'd like the 27-inch monitor from the IT hardware catalog for my home office setup.
{"catalog": {"cart": [], "visible_items": ["27-inch monitor", "laptop dock", "ergonomic keyboard"]}}
{"user_role": "employee"}
[{"description": "Submit a fulfillment request for a catalog item, creating a request and its request items.", "domain": "ITSM", "family": "CREATE", "name": "catalog.order_item"}, {"description": "Withdraw an already submitted catalog request before delivery completes.", "domain": "ITSM", "family": "UPDATE", "name": "c...
[ "catalog.order_item" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000349
en
sibling_action
ITSM
service_catalog
The SSD request RITM0033 for the new Finance hire looks reasonable and the budget is approved on my side β€” clear it so procurement can proceed.
{"current_record": {"approver": "current_user", "fulfillment_stage": "pre-procurement", "number": "RITM0033", "state": "Awaiting Approval", "type": "request_item"}}
{"user_role": "approving_manager"}
[{"description": "Give managerial approval on a pending catalog request item awaiting authorization.", "domain": "ITSM", "family": "EXECUTE", "name": "catalog.approve_ritm"}, {"description": "Deny a pending catalog request item with rejection reasons.", "domain": "ITSM", "family": "EXECUTE", "name": "catalog.reject_rit...
[ "catalog.approve_ritm" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000350
en
sibling_action
ITSM
service_catalog
The software license request for the analytics team duplicates one we already granted them last quarter β€” deny it and say exactly that.
{"current_record": {"duplicate_of_request": "REQ00077", "number": "RITM0102", "state": "Awaiting Approval", "type": "request_item"}}
{"user_role": "approving_manager"}
[{"description": "Deny a pending catalog request item with rejection reasons.", "domain": "ITSM", "family": "EXECUTE", "name": "catalog.reject_ritm"}, {"description": "Give managerial approval on a pending catalog request item.", "domain": "ITSM", "family": "EXECUTE", "name": "catalog.approve_ritm"}, {"description": "W...
[ "catalog.reject_ritm" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000351
en
sibling_action
ITSM
service_catalog
The new hire's start date was cancelled, so pull back REQ00119 before procurement orders anything β€” it was approved last week but nothing has shipped.
{"current_record": {"delivery_started": false, "items": ["laptop", "dock"], "number": "REQ00119", "state": "Approved", "type": "request"}}
{"user_role": "requester"}
[{"description": "Withdraw a submitted catalog request before delivery completes, stopping downstream fulfillment.", "domain": "ITSM", "family": "UPDATE", "name": "catalog.cancel_request"}, {"description": "Deny a pending request item during approval review; invalid after approval is granted.", "domain": "ITSM", "famil...
[ "catalog.cancel_request" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000352
en
sibling_action
ITSM
knowledge_management
Before I raise a ticket, check whether the knowledge base has anything about mapping network drives from macOS.
{"search_session": {"keywords_pending": true, "target": "knowledge_base"}}
{"user_role": "employee"}
[{"description": "Query the knowledge base for articles matching keywords.", "domain": "ITSM", "family": "SEARCH", "name": "knowledge.search_kb"}, {"description": "Look up a specific incident record by its ticket number.", "domain": "ITSM", "family": "SEARCH", "name": "incident.search_by_number"}, {"description": "Appl...
[ "knowledge.search_kb" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000353
en
sibling_action
ITSM
incident_management
INC0644 is impacting the payments app server APP-PAY-02 β€” record that server as the affected configuration item on the ticket.
{"cmdb": {"class": "application_server", "item": "APP-PAY-02"}, "current_record": {"affected_cis": [], "number": "INC0644", "state": "In Progress", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Associate a configuration item from the CMDB as an affected item on the incident.", "domain": "ITSM", "family": "UPDATE", "name": "incident.link_affected_ci"}, {"description": "Edit incident text fields such as short description, category, or contact details.", "domain": "ITSM", "family": "UPDATE", "n...
[ "incident.link_affected_ci" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000354
en
sibling_action
ITSM
change_management
CHG0288 itself is already signed off β€” the remaining database backup verification task was performed correctly, so clear just that task's approval.
{"current_record": {"number": "CHG0288", "pending_task": {"name": "DB backup verification", "number": "CT0042", "state": "Awaiting Task Approval", "task_approver": "current_user"}, "state": "Approved", "type": "change"}}
{"user_role": "task_approver"}
[{"description": "Approve a single implementation task within a change request without altering the parent change.", "domain": "ITSM", "family": "EXECUTE", "name": "change.approve_task"}, {"description": "Approve the parent change request so it can proceed to scheduling.", "domain": "ITSM", "family": "EXECUTE", "name":...
[ "change.approve_task" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000355
en
sibling_action
ITSM
change_management
Approval came through for the CHG0501 storage migration β€” book the implementation window for Saturday 02:00 to 06:00.
{"current_record": {"implementation_window": null, "number": "CHG0501", "requested_slot": "Sat 02:00-06:00", "state": "Approved", "type": "change"}}
{"user_role": "change_coordinator"}
[{"description": "Book the implementation window date and time for an already approved change.", "domain": "ITSM", "family": "UPDATE", "name": "change.schedule_window"}, {"description": "Approve a change request so it can proceed; already applied here.", "domain": "ITSM", "family": "EXECUTE", "name": "change.approve"},...
[ "change.schedule_window" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000356
en
sibling_action
ITSM
incident_management
The caller reports the email sync problem on INC0117 came back two days after we marked it resolved β€” activate the same ticket again with its full history, don't start a fresh one.
{"current_record": {"caller_symptom": "recurring", "number": "INC0117", "resolved_days_ago": 2, "state": "Resolved", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Move a resolved or closed incident back to an active state, retaining full history.", "domain": "ITSM", "family": "UPDATE", "name": "incident.reopen"}, {"description": "Register a brand-new incident record for a reported issue.", "domain": "ITSM", "family": "CREATE", "name": "incident.create"}, {"desc...
[ "incident.reopen" ]
false
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000357
en
sibling_action
ITSM
incident_management
Attach last night's crash dump zip to INC0566 so the vendor engineer has the artifact with the ticket.
{"current_record": {"attachments": [], "number": "INC0566", "state": "In Progress", "type": "incident"}}
{"user_role": "incident_agent"}
[{"description": "Append an internal-only text note to the incident work log; does not upload files.", "domain": "ITSM", "family": "UPDATE", "name": "incident.add_work_note"}, {"description": "Post a text comment visible to the caller on the incident.", "domain": "ITSM", "family": "NOTIFY", "name": "incident.add_custom...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000358
en
sibling_action
ITSM
incident_management
Push all 37 tickets parked with the retired Legacy Apps group over to the Platform team in a single operation.
{"current_record": null, "list_view": {"assignment_group": "Legacy Apps", "matching_rows": 37, "table": "incident"}}
{"user_role": "incident_manager"}
[{"description": "Transfer one single incident to a different assignment group.", "domain": "ITSM", "family": "ROUTE", "name": "incident.reassign_group"}, {"description": "Apply conditions to a list view so only matching rows display; changes no records.", "domain": "ITSM", "family": "SEARCH", "name": "incident.filter_...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000359
en
sibling_action
ITSM
incident_management
Get the current filtered P2 queue out of the tool as a CSV file for the ops review deck.
{"list_view": {"open_filters": ["priority=P2"], "table": "incident", "visible_rows": 42}}
{"user_role": "ops_lead"}
[{"description": "Apply conditions to a list view so only matching rows display; view-only.", "domain": "ITSM", "family": "SEARCH", "name": "incident.filter_list"}, {"description": "Reorder currently displayed rows by a chosen column; view-only.", "domain": "ITSM", "family": "SEARCH", "name": "incident.sort_list"}, {"d...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000360
en
sibling_action
ITSM
incident_management
INC0201 and INC0202 are the same Outlook outage β€” combine them into a single record keeping INC0201 as primary so reporting counts one incident, not two.
{"current_record": {"number": "INC0201", "state": "In Progress", "type": "incident"}, "related": {"number": "INC0202", "same_symptom": true, "state": "In Progress", "type": "incident"}}
{"audit_requirement": "deduplicated count", "user_role": "incident_manager"}
[{"description": "Formally close a worked incident with resolution information and a closure code.", "domain": "ITSM", "family": "UPDATE", "name": "incident.close"}, {"description": "Withdraw a mistakenly raised or duplicate incident before resolution work, retaining it as a separate record.", "domain": "ITSM", "family...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000361
en
sibling_action
ITSM
change_management
A new risk just surfaced on CHG0090 and I want to withdraw the approval I already gave β€” but the change itself must stay alive for re-review next cycle, not be killed.
{"current_record": {"approval_granted_by": "current_user", "number": "CHG0090", "scheduled_window": "next Saturday", "state": "Approved", "type": "change"}}
{"user_role": "change_approver"}
[{"description": "Deny a change request during its Awaiting Approval review; invalid once already approved.", "domain": "ITSM", "family": "EXECUTE", "name": "change.reject"}, {"description": "Terminate an approved or in-flight change request entirely, ending its lifecycle.", "domain": "ITSM", "family": "UPDATE", "name"...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000362
en
sibling_action
ITSM
problem_management
PRB0009 was generated by automation against the test pipeline β€” permanently remove it from the system, not merely closed or withdrawn.
{"current_record": {"environment": "test", "number": "PRB0009", "source": "automation", "state": "New", "type": "problem"}}
{"user_role": "problem_coordinator"}
[{"description": "End a problem record after a permanent fix, retaining it as a closed record.", "domain": "ITSM", "family": "UPDATE", "name": "problem.close"}, {"description": "Withdraw a mistakenly raised problem record, retaining it as a cancelled record.", "domain": "ITSM", "family": "UPDATE", "name": "problem.canc...
[]
true
{"category": "sibling_action", "domain_batch": "ITSM", "generation_model": "glm-5.3", "seed_id": "d874889957f85c6fd3ecd97f", "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": "d874889957f85c6fd3ecd97f"}
v1-hard-0000363
en
sibling_action
HR
Recruiting
Finance finally cleared headcount for the data analyst β€” get the role live so sourcers can start building a pipeline.
{"requisition": {"id": "REQ-5568", "posting_exists": false, "status": "APPROVED_DRAFT", "title": "Data Analyst"}}
{}
[{"description": "Open a brand-new requisition record for a role that has not been entered in the system yet", "domain": "HR", "family": "CREATE", "name": "create_job_requisition"}, {"description": "Publish an already-approved requisition to the careers site and sourcing channels", "domain": "HR", "family": "EXECUTE", ...
[ "open_job_requisition_posting" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000364
en
sibling_action
HR
Recruiting
The senior designer's package landed under band and the director has no objections β€” I'm ready to give it the green light.
{"offer": {"comp_within_band": true, "id": "OFFR-4471", "status": "PENDING_APPROVAL"}, "user_role": "hiring_manager"}
{}
[{"description": "Sign off on a pending offer and release it for extension to the candidate", "domain": "HR", "family": "EXECUTE", "name": "approve_offer"}, {"description": "Decline a candidate at the offer-review stage before any offer has gone out", "domain": "HR", "family": "EXECUTE", "name": "reject_offer"}, {"desc...
[ "approve_offer" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000365
en
sibling_action
HR
Recruiting
Budget for the role got pulled mid-negotiation β€” we have to take back the package we sent the candidate yesterday.
{"offer": {"candidate_response": "PENDING", "id": "OFFR-4519", "status": "EXTENDED"}}
{}
[{"description": "Rescind an offer that has already been extended to a candidate", "domain": "HR", "family": "OTHER", "name": "withdraw_offer"}, {"description": "Decline a candidate at the offer-review stage before any offer has gone out", "domain": "HR", "family": "EXECUTE", "name": "reject_offer"}, {"description": "C...
[ "withdraw_offer" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000366
en
sibling_action
HR
Recruiting
The panel signed off unanimously on the data engineer β€” move them along to the next step in the pipeline.
{"candidate": {"id": "CAND-8812", "stage": "PANEL_COMPLETE"}}
{}
[{"description": "Move an active candidate to the next stage of the hiring pipeline", "domain": "HR", "family": "EXECUTE", "name": "advance_candidate_stage"}, {"description": "Remove a candidate from consideration for the role", "domain": "HR", "family": "EXECUTE", "name": "reject_candidate"}, {"description": "Book an ...
[ "advance_candidate_stage" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000367
en
sibling_action
HR
Recruiting
For the req we reopened last week, bring back the applicant we passed on in October β€” the hiring manager wants another look.
{"candidate": {"id": "CAND-5510", "rejection_month": "October", "status": "REJECTED"}, "requisition": {"status": "REOPENED"}}
{}
[{"description": "Return a previously rejected or withdrawn candidate to active consideration", "domain": "HR", "family": "EXECUTE", "name": "reinstate_candidate"}, {"description": "Move an active candidate to the next stage of the hiring pipeline", "domain": "HR", "family": "EXECUTE", "name": "advance_candidate_stage"...
[ "reinstate_candidate" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000368
en
sibling_action
HR
Onboarding
New architect starts Monday β€” push the equipment and access checklist to IT and facilities so it's tracked against the plan.
{"onboarding_plan": {"id": "ONB-3301", "status": "ACTIVE", "tasks_assigned": false}}
{}
[{"description": "Distribute plan checklist items to responsible teams for a new hire", "domain": "HR", "family": "ROUTE", "name": "assign_onboarding_tasks"}, {"description": "Build a new onboarding plan for a hire who does not have one", "domain": "HR", "family": "CREATE", "name": "create_onboarding_plan"}, {"descript...
[ "assign_onboarding_tasks" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000369
en
sibling_action
HR
Onboarding
Tuesday's orientation clashes with the company town hall β€” drop it from the calendar and let the fourteen attendees know.
{"session": {"attendees": 14, "status": "SCHEDULED", "type": "orientation"}}
{}
[{"description": "Remove a scheduled orientation or training session from the calendar and notify attendees", "domain": "HR", "family": "OTHER", "name": "cancel_onboarding_session"}, {"description": "Move an existing session to a new date and time", "domain": "HR", "family": "EXECUTE", "name": "reschedule_onboarding_se...
[ "cancel_onboarding_session" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000370
en
sibling_action
HR
Offboarding
The QA contractor's assignment ends Friday β€” kick off the separation workflow so access and assets get handled.
{"employee": {"id": "EMP-7741", "last_day": "Friday", "offboarding_case_exists": false}}
{}
[{"description": "Open a separation case for a departing worker and generate the exit task list", "domain": "HR", "family": "CREATE", "name": "initiate_offboarding"}, {"description": "Shut a running offboarding case after all exit tasks are verified complete", "domain": "HR", "family": "OTHER", "name": "close_offboardi...
[ "initiate_offboarding" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000371
en
sibling_action
HR
Offboarding
Assets are back, badge is collected, and the exit interview notes are filed β€” we can wrap the separation case.
{"offboarding_case": {"assets_returned": true, "exit_interview": "COMPLETE", "status": "ACTIVE", "tasks_complete": true}}
{}
[{"description": "Shut a running offboarding case after all exit tasks are verified complete", "domain": "HR", "family": "OTHER", "name": "close_offboarding_case"}, {"description": "Open a separation case for a departing worker and generate the exit task list", "domain": "HR", "family": "CREATE", "name": "initiate_offb...
[ "close_offboarding_case" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000372
en
sibling_action
HR
Case Management
The 401k question landed in the IT queue by mistake β€” it belongs with the benefits administration team.
{"hr_case": {"assignee": "auto-router", "id": "CASE-2044", "queue": "IT_SUPPORT"}}
{}
[{"description": "Move a case that already has a queue or owner to a different team or agent", "domain": "HR", "family": "ROUTE", "name": "reassign_hr_case"}, {"description": "Give an unowned case its first owner or queue", "domain": "HR", "family": "ROUTE", "name": "assign_hr_case"}, {"description": "Raise a case to a...
[ "reassign_hr_case" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000373
en
sibling_action
HR
Case Management
The complainant just mentioned lawyers β€” employee relations leadership needs eyes on this file today.
{"hr_case": {"legal_risk_flag": true, "priority": "HIGH", "sla_hours_remaining": 48, "type": "harassment"}}
{}
[{"description": "Raise a case to a higher tier or leadership due to risk or SLA breach", "domain": "HR", "family": "ROUTE", "name": "escalate_hr_case"}, {"description": "Change the urgency or severity level on a case", "domain": "HR", "family": "UPDATE", "name": "update_hr_case_priority"}, {"description": "Move a case...
[ "escalate_hr_case" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000374
en
sibling_action
HR
Leave Management
My analyst's time off overlaps the quarter-close freeze β€” decline it, the standard policy note is fine.
{"leave_request": {"id": "LV-1187", "requester": "direct_report", "status": "PENDING"}, "policy": {"blackout_window": "quarter_close"}}
{}
[{"description": "Deny a pending leave request submitted by an employee", "domain": "HR", "family": "EXECUTE", "name": "reject_leave_request"}, {"description": "Grant a pending leave request and deduct it from the balance", "domain": "HR", "family": "EXECUTE", "name": "approve_leave_request"}, {"description": "Withdraw...
[ "reject_leave_request" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000375
en
sibling_action
HR
Leave Management
Something came up at home β€” I need to pull my own PTO request for next week before anyone decides on it.
{"leave_request": {"id": "LV-1204", "requester": "current_user", "status": "PENDING"}}
{}
[{"description": "Withdraw a leave request by the requester before it takes effect", "domain": "HR", "family": "OTHER", "name": "cancel_leave_request"}, {"description": "Deny a pending leave request submitted by an employee", "domain": "HR", "family": "EXECUTE", "name": "reject_leave_request"}, {"description": "Grant a...
[ "cancel_leave_request" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000376
en
sibling_action
HR
Leave Management
My approver is out until the 15th and my December leave needs a decision before the booking window shuts tomorrow.
{"approver": {"out_of_office_until": "15th"}, "leave_request": {"id": "LV-1300", "status": "PENDING"}, "policy": {"self_approval_allowed": false}}
{}
[{"description": "Route a pending request to an alternate approver when the assigned one is unavailable", "domain": "HR", "family": "ROUTE", "name": "escalate_leave_request"}, {"description": "Grant a pending leave request and deduct it from the balance", "domain": "HR", "family": "EXECUTE", "name": "approve_leave_requ...
[ "escalate_leave_request" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000377
en
sibling_action
HR
Performance
Every review and calibration sign-off is in β€” lock the annual cycle so nothing can be edited after today.
{"performance_cycle": {"open_reviews": 0, "period": "annual", "status": "RATINGS_FINALIZED"}}
{}
[{"description": "Lock a cycle whose ratings are finalized so no further edits are possible", "domain": "HR", "family": "OTHER", "name": "close_performance_cycle"}, {"description": "Open a new review cycle and make it available to participants", "domain": "HR", "family": "EXECUTE", "name": "launch_performance_cycle"}, ...
[ "close_performance_cycle" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000378
en
sibling_action
HR
Performance
The manager and skip-level are deadlocked over the proposed rating bump β€” hand the disagreement to the calibration committee.
{"calibration_item": {"manager_rating": 3, "skip_level_rating": 4, "status": "DISPUTED"}}
{}
[{"description": "Route a rating disagreement between leaders to the calibration committee", "domain": "HR", "family": "ROUTE", "name": "escalate_calibration_dispute"}, {"description": "Change an employee's rating value directly in the system", "domain": "HR", "family": "UPDATE", "name": "update_performance_rating"}, {...
[ "escalate_calibration_dispute" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000379
en
sibling_action
HR
Compensation
The review board signed the 4% merit bump β€” put it onto her salary record effective the start of next cycle.
{"compensation_change": {"approval": "BOARD_APPROVED", "effective_date": "next_cycle", "increase_pct": 4}, "employee": {"id": "EMP-9923"}}
{}
[{"description": "Apply an approved salary or bonus change to an employee's compensation record", "domain": "HR", "family": "UPDATE", "name": "update_compensation_record"}, {"description": "Submit a new pay-change request into the approval workflow", "domain": "HR", "family": "CREATE", "name": "create_salary_adjustment...
[ "update_compensation_record" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000380
en
sibling_action
HR
Compensation
Kick off the paperwork to move the senior analyst up into the team lead seat.
{"employee": {"current_level": "Senior Analyst", "id": "EMP-3355"}, "promotion_request_exists": false}
{}
[{"description": "Start a new promotion request in the approval workflow for an employee", "domain": "HR", "family": "CREATE", "name": "create_promotion_request"}, {"description": "Sign off on a promotion request that is pending your decision", "domain": "HR", "family": "EXECUTE", "name": "approve_promotion_request"}, ...
[ "create_promotion_request" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000381
en
sibling_action
HR
Compensation
As her direct manager, I'd like to sign off on the team lead promotion myself.
{"policy": {"above_limit_route": "compensation_committee", "max_manager_approval_increase_pct": 15}, "promotion_request": {"increase_pct": 22, "status": "PENDING"}, "user_role": "direct_manager"}
{}
[{"description": "Route a promotion whose increase exceeds your approval limit to the compensation committee", "domain": "HR", "family": "ROUTE", "name": "escalate_promotion_request"}, {"description": "Sign off on a promotion request that is pending your decision", "domain": "HR", "family": "EXECUTE", "name": "approve_...
[ "escalate_promotion_request" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000382
en
sibling_action
HR
Employee Records
Same level, new city β€” shift the platform engineer from the Berlin squad over to the Austin infrastructure group effective May 1.
{"employee": {"id": "EMP-6612", "level": "L4", "team": "Berlin Platform"}}
{}
[{"description": "Move an employee to a different team or location at the same level", "domain": "HR", "family": "EXECUTE", "name": "transfer_employee"}, {"description": "Edit personal or job detail fields on a single employee record", "domain": "HR", "family": "UPDATE", "name": "update_employee_record"}, {"description...
[ "transfer_employee" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000383
en
sibling_action
HR
Employee Records
Before I touch anything, show me the full job-history entries on file for employee 2291.
{"employee": {"id": "EMP-2291"}, "user_permission": "read_write"}
{}
[{"description": "Look up employees and their stored job history by ID, name, team, or status", "domain": "HR", "family": "SEARCH", "name": "search_employee_records"}, {"description": "Edit personal or job detail fields on a single employee record", "domain": "HR", "family": "UPDATE", "name": "update_employee_record"},...
[ "search_employee_records" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000384
en
sibling_action
HR
Time and Attendance
Tuesday's missing punch lines up exactly with the badge swipe log β€” clear the exception so payroll can run.
{"timesheet_exception": {"badge_log_match": true, "hours": 3, "type": "MISSING_PUNCH"}}
{}
[{"description": "Validate a flagged time entry so it flows into payroll processing", "domain": "HR", "family": "EXECUTE", "name": "approve_timesheet_exception"}, {"description": "Mark a flagged time entry as invalid and exclude it from payroll", "domain": "HR", "family": "EXECUTE", "name": "reject_timesheet_exception"...
[ "approve_timesheet_exception" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000385
en
sibling_action
HR
Time and Attendance
The release-weekend exception covers 12 hours of overtime and it needs a decision.
{"policy": {"above_limit_route": "director", "manager_max_exception_hours": 8}, "timesheet_exception": {"overtime_hours": 12, "type": "OVERTIME"}, "user_role": "manager"}
{}
[{"description": "Send an exception beyond your authority to the next approval tier", "domain": "HR", "family": "ROUTE", "name": "escalate_timesheet_exception"}, {"description": "Validate a flagged time entry so it flows into payroll processing", "domain": "HR", "family": "EXECUTE", "name": "approve_timesheet_exception...
[ "escalate_timesheet_exception" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000386
en
sibling_action
HR
Benefits
Our new account manager is inside her eligibility window β€” put her on the standard PPO medical and dental.
{"employee": {"benefits_eligible": true, "enrollment_status": "NONE", "id": "EMP-8890"}}
{}
[{"description": "Set up an employee's initial plan elections during an eligibility window", "domain": "HR", "family": "CREATE", "name": "enroll_employee_in_benefits"}, {"description": "Change plans or dependents on an existing benefits enrollment", "domain": "HR", "family": "UPDATE", "name": "update_benefits_enrollmen...
[ "enroll_employee_in_benefits" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000388
en
sibling_action
HR
Employee Relations
I want to formally file a complaint about the repeated schedule changes my supervisor keeps making without notice.
{"employee": {"id": "EMP-4410"}, "grievance_exists_for_issue": false}
{}
[{"description": "Open a new formal grievance case for an employee complaint", "domain": "HR", "family": "CREATE", "name": "create_grievance_case"}, {"description": "Raise an existing grievance to a higher review level", "domain": "HR", "family": "ROUTE", "name": "escalate_grievance"}, {"description": "Resolve and clos...
[ "create_grievance_case" ]
false
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000389
en
sibling_action
HR
Employee Relations
I filed that incident report against the wrong person by mistake β€” wipe it out of the system completely.
{"hr_incident": {"id": "INC-7712", "reporter": "current_user", "status": "FILED"}}
{}
[{"description": "Log a new workplace incident report", "domain": "HR", "family": "CREATE", "name": "create_hr_incident"}, {"description": "Edit details or parties on an existing incident report", "domain": "HR", "family": "UPDATE", "name": "update_hr_incident"}, {"description": "Mark an incident report resolved and cl...
[]
true
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000390
en
sibling_action
HR
Benefits
The benefits case was shut yesterday by mistake β€” I need it active again so the dental issue can be worked.
{"benefits_case": {"closure_reason": "resolved_in_error", "id": "BEN-330", "status": "CLOSED"}}
{}
[{"description": "Resolve and close an active benefits case", "domain": "HR", "family": "OTHER", "name": "close_benefits_case"}, {"description": "Open a new benefits case for an employee inquiry", "domain": "HR", "family": "CREATE", "name": "create_benefits_case"}, {"description": "Edit notes, category, or status field...
[]
true
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000391
en
sibling_action
HR
Employee Records
Load all 200 contractor profiles from the vendor's spreadsheet into the HR system in one go.
{"pending_records": 200, "source_file": "vendor_spreadsheet"}
{}
[{"description": "Register a single new worker in the HR system", "domain": "HR", "family": "CREATE", "name": "create_employee_record"}, {"description": "Edit personal or job detail fields on a single employee record", "domain": "HR", "family": "UPDATE", "name": "update_employee_record"}, {"description": "Mark an emplo...
[]
true
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000392
en
sibling_action
HR
Recruiting
Set up the recruiting team's weekly sync that repeats every Monday morning for the whole group.
{"meeting_frequency": "weekly", "team": "recruiting"}
{}
[{"description": "Book an interview slot for a candidate at a stage that requires one", "domain": "HR", "family": "EXECUTE", "name": "schedule_candidate_interview"}, {"description": "Remove a scheduled orientation or training session from the calendar", "domain": "HR", "family": "OTHER", "name": "cancel_onboarding_sess...
[]
true
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000393
en
sibling_action
HR
Reporting
Pull together an attrition trend breakdown for the engineering org across the last two quarters.
{"org_unit": "engineering", "period": "last_two_quarters"}
{}
[{"description": "Look up individual employees by ID, name, team, or status", "domain": "HR", "family": "SEARCH", "name": "search_employee_records"}, {"description": "Edit personal or job detail fields on a single employee record", "domain": "HR", "family": "UPDATE", "name": "update_employee_record"}, {"description": "...
[]
true
{"category": "sibling_action", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "f7097088c9277bb77610201c", "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": "f7097088c9277bb77610201c"}
v1-hard-0000394
en
sibling_action
CRM
Leads
A prospect just submitted the pricing inquiry form on our website β€” get them into the system as a brand-new lead record.
{"duplicate_check": "no_match", "inbound_submission_id": "FRM-3382", "lead_record_exists": false}
{"assigned_team": "inbound_sdr", "source": "web_form"}
[{"description": "Registers a brand-new lead record from an inbound form or manual entry; performs no conversion or ownership changes.", "domain": "CRM", "family": "CREATE", "name": "crm.leads.create"}, {"description": "Edits fields such as phone, company size, or notes on a lead that already exists.", "domain": "CRM",...
[ "crm.leads.create" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000395
en
sibling_action
CRM
Leads
The MQL from the fintech webinar answered every qualification question β€” go ahead and spin out the contact, the account, and a pipeline opportunity from that single record.
{"lead_converted": false, "lead_status": "Qualified", "qualification_score": 82}
{"campaign_source": "fintech_webinar"}
[{"description": "Converts a qualified lead into contact plus account plus opportunity in one atomic step.", "domain": "CRM", "family": "EXECUTE", "name": "crm.leads.convert"}, {"description": "Manually creates a standalone contact record without generating an account or opportunity.", "domain": "CRM", "family": "CREAT...
[ "crm.leads.convert" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000396
en
sibling_action
CRM
Leads
Before the round-robin fires, hand ownership of this aged inbound lead to Dana on the enterprise desk.
{"auto_assignment_pending": true, "lead_age_days": 9, "lead_owner": null}
{"target_rep": "Dana (Enterprise Desk)"}
[{"description": "Sets one specific named rep as owner of the lead.", "domain": "CRM", "family": "ROUTE", "name": "crm.leads.assign_owner"}, {"description": "Drops the lead into a shared round-robin queue for automatic distribution.", "domain": "CRM", "family": "ROUTE", "name": "crm.leads.route_to_queue"}, {"descriptio...
[ "crm.leads.assign_owner" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000397
en
sibling_action
CRM
Leads
The prospect formally withdrew consent and demands that their lead record and every associated activity note be permanently erased under a privacy request.
{"audit_retention": "waived", "consent": "withdrawn", "lead_status": "Working", "privacy_request": "erasure"}
{"privacy_regulation": "GDPR-style erasure"}
[{"description": "Marks the lead inactive and hides it from active views while retaining all history.", "domain": "CRM", "family": "UPDATE", "name": "crm.leads.deactivate"}, {"description": "Edits fields or status values on the existing lead record.", "domain": "CRM", "family": "UPDATE", "name": "crm.leads.update"}, {"...
[]
true
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000398
en
sibling_action
CRM
Opportunities
The sponsor expanded scope β€” lift this deal to 240,000 and push the expected close date to the last day of Q3.
{"current_amount": 180000, "is_closed": false, "opportunity_stage": "Proposal"}
{}
[{"description": "Edits amount, close date, stage, or other fields on an open opportunity.", "domain": "CRM", "family": "UPDATE", "name": "crm.opportunities.update"}, {"description": "Marks the open opportunity as Closed Won.", "domain": "CRM", "family": "EXECUTE", "name": "crm.opportunities.close_won"}, {"description"...
[ "crm.opportunities.update" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000399
en
sibling_action
CRM
Opportunities
The countersigned order form just landed and the deposit cleared β€” book this deal as won and finish it out.
{"contract_status": "fully_executed", "is_closed": false, "opportunity_stage": "Negotiation"}
{}
[{"description": "Finalizes the opportunity as Closed Won at the current amount.", "domain": "CRM", "family": "EXECUTE", "name": "crm.opportunities.close_won"}, {"description": "Finalizes the opportunity as Closed Lost with a loss reason.", "domain": "CRM", "family": "EXECUTE", "name": "crm.opportunities.close_lost"}, ...
[ "crm.opportunities.close_won" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000401
en
sibling_action
CRM
Opportunities
Marcus resigned this morning β€” transfer his open Renewals deal over to Priya as the new owner.
{"is_closed": false, "opportunity_owner": "marcus.t", "owner_employment_status": "terminated", "stage": "Negotiation"}
{"new_owner": "Priya"}
[{"description": "Changes the owning rep on the opportunity record itself.", "domain": "CRM", "family": "ROUTE", "name": "crm.opportunities.reassign_owner"}, {"description": "Changes ownership of the parent account, not the deal record.", "domain": "CRM", "family": "ROUTE", "name": "crm.accounts.transfer_owner"}, {"des...
[ "crm.opportunities.reassign_owner" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000402
en
sibling_action
CRM
Opportunities
Apply the finance-approved 30% partner markdown to this deal and push the revised numbers straight into the ERP billing system.
{"discount_approval": "approved_by_finance", "erp_sync_mode": "manual_push_required", "opportunity_stage": "Negotiation"}
{"discount_pct": 30}
[{"description": "Edits stage, amount, or close date fields; no ERP write-back.", "domain": "CRM", "family": "UPDATE", "name": "crm.opportunities.update"}, {"description": "Appends a product line; no discount logic or ERP export.", "domain": "CRM", "family": "UPDATE", "name": "crm.opportunities.add_line_item"}, {"descr...
[]
true
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000403
en
sibling_action
CRM
Cases
Tier 1 has been stuck for hours and the response SLA breaches within the hour β€” send this ticket up to tier 2 for urgent handling.
{"assigned_tier": 1, "case_status": "In Progress", "first_response_sent": false, "sla_minutes_remaining": 41}
{}
[{"description": "Raises the case to the next support tier with an urgency flag and SLA visibility.", "domain": "CRM", "family": "ROUTE", "name": "crm.cases.escalate"}, {"description": "Moves the case to a different named agent at the same tier.", "domain": "CRM", "family": "ROUTE", "name": "crm.cases.reassign_owner"},...
[ "crm.cases.escalate" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000404
en
sibling_action
CRM
Cases
The customer replied that everything works now β€” shut the ticket down as completed.
{"case_status": "Resolved", "customer_confirmation": true, "linked_open_tasks": 0}
{}
[{"description": "Finalizes a resolved case as Closed/Completed.", "domain": "CRM", "family": "EXECUTE", "name": "crm.cases.close"}, {"description": "Cancels the case without resolution, e.g., duplicate or spam.", "domain": "CRM", "family": "EXECUTE", "name": "crm.cases.cancel"}, {"description": "Returns a closed or re...
[ "crm.cases.close" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000405
en
sibling_action
CRM
Cases
This one belongs with the networking specialists, not the general helpdesk β€” move it into the Networking queue.
{"case_queue": "General Helpdesk", "current_owner": "round_robin", "product_area": "Network"}
{"target_queue": "Networking"}
[{"description": "Moves the case into a named skills queue for team ownership.", "domain": "CRM", "family": "ROUTE", "name": "crm.cases.route_to_queue"}, {"description": "Assigns the case to one specific named agent.", "domain": "CRM", "family": "ROUTE", "name": "crm.cases.reassign_owner"}, {"description": "Bumps the c...
[ "crm.cases.route_to_queue" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000407
en
sibling_action
CRM
Cases
The customer opened three tickets overnight about the same login outage β€” fold the copies into the original so agents work a single thread.
{"duplicate_case_count": 3, "primary_case": "CS-2210", "subject_match": true}
{}
[{"description": "Combines duplicate cases into a primary case, consolidating threads and history.", "domain": "CRM", "family": "EXECUTE", "name": "crm.cases.merge"}, {"description": "Cancels duplicate cases without consolidating their histories.", "domain": "CRM", "family": "EXECUTE", "name": "crm.cases.cancel"}, {"de...
[ "crm.cases.merge" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000408
en
sibling_action
CRM
Accounts
The acquisition import left us with two records for the same customer β€” combine them into one account and keep the billing history from both.
{"duplicate_accounts": ["AC-101", "AC-589"], "related_records": {"cases": 2, "opportunities": 4}, "shared_tax_id": true}
{"import_source": "acquisition_migration"}
[{"description": "Merges two account records into a survivor and re-points all related records.", "domain": "CRM", "family": "EXECUTE", "name": "crm.accounts.merge"}, {"description": "Edits fields on one account record.", "domain": "CRM", "family": "UPDATE", "name": "crm.accounts.update"}, {"description": "Marks an acc...
[ "crm.accounts.merge" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000410
en
sibling_action
CRM
Contacts
Our champion at Northwind just left the company β€” take her contact out of active rotation but keep every past interaction on file.
{"contact_status": "Active", "employment_note": "departed", "open_activities": 0}
{}
[{"description": "Marks the contact inactive while retaining full activity history.", "domain": "CRM", "family": "UPDATE", "name": "crm.contacts.deactivate"}, {"description": "Permanently removes the contact and its history.", "domain": "CRM", "family": "DELETE", "name": "crm.contacts.delete"}, {"description": "Edits c...
[ "crm.contacts.deactivate" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000411
en
sibling_action
CRM
Contacts
Show me every contact we have at Meridian Manufacturing with a director title or above.
{"account_id": "AC-77", "contacts_on_account": 37, "title_filter_supported": true}
{"min_title": "Director"}
[{"description": "Queries contacts by account, name, and title filters and returns a list.", "domain": "CRM", "family": "SEARCH", "name": "crm.contacts.search"}, {"description": "Queries accounts by name or attributes; returns companies, not people.", "domain": "CRM", "family": "SEARCH", "name": "crm.accounts.search"},...
[ "crm.contacts.search" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000412
en
sibling_action
CRM
Quotes
The 18% discount request landed within my approval limit β€” greenlight the quote so the rep can send it out.
{"approver_limit_pct": 20, "discount_pct": 18, "quote_status": "Pending Approval"}
{}
[{"description": "Approves a pending quote, releasing it for customer delivery.", "domain": "CRM", "family": "EXECUTE", "name": "crm.quotes.approve"}, {"description": "Denies the pending quote with a required reason code.", "domain": "CRM", "family": "EXECUTE", "name": "crm.quotes.reject"}, {"description": "Sends a dra...
[ "crm.quotes.approve" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000413
en
sibling_action
CRM
Quotes
A 45% markdown on a first-year deal is far past policy β€” deny this pricing request and cite the discount policy as the reason.
{"approver_limit_pct": 20, "discount_pct": 45, "policy_max_first_year_pct": 25, "quote_status": "Pending Approval"}
{}
[{"description": "Denies the pending quote and records a rejection reason.", "domain": "CRM", "family": "EXECUTE", "name": "crm.quotes.reject"}, {"description": "Approves the pending quote.", "domain": "CRM", "family": "EXECUTE", "name": "crm.quotes.approve"}, {"description": "Returns the quote to the rep for edits wit...
[ "crm.quotes.reject" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000414
en
sibling_action
CRM
Quotes
Get the finalized quote over to the customer for legally binding e-signature with automatic reminders.
{"esign_platform_enabled": true, "quote_final": true, "quote_status": "Approved"}
{"requires": "signature_envelope_with_reminders"}
[{"description": "Emails the customer a PDF copy of the quote; no signature envelope or tracking.", "domain": "CRM", "family": "NOTIFY", "name": "crm.quotes.send_to_customer"}, {"description": "Approves a pending quote.", "domain": "CRM", "family": "EXECUTE", "name": "crm.quotes.approve"}, {"description": "Routes a dra...
[]
true
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000415
en
sibling_action
CRM
Orders
The buyer reversed their purchase decision before anything shipped β€” kill order 8811 and stop fulfillment.
{"cancel_window": "open", "fulfillment_status": "Not Started", "order_id": "8811", "order_status": "Confirmed"}
{}
[{"description": "Cancels a confirmed order before fulfillment and releases the reservation.", "domain": "CRM", "family": "EXECUTE", "name": "crm.orders.cancel"}, {"description": "Closes a fulfilled order as complete at end of its lifecycle.", "domain": "CRM", "family": "EXECUTE", "name": "crm.orders.close"}, {"descrip...
[ "crm.orders.cancel" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000416
en
sibling_action
CRM
Orders
Before fulfillment picks it up, change line 2 on the confirmed order from 40 units to 55.
{"amendment_allowed": true, "fulfillment_picked": false, "order_id": "8811", "order_status": "Confirmed"}
{"line": 2, "new_quantity": 55}
[{"description": "Modifies quantity or product on an existing order line pre-fulfillment.", "domain": "CRM", "family": "UPDATE", "name": "crm.orders.update_line"}, {"description": "Spawns a separate change-order document for post-confirmation amendments.", "domain": "CRM", "family": "CREATE", "name": "crm.orders.create...
[ "crm.orders.update_line" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000417
en
sibling_action
CRM
Campaigns
Creative and audience are locked and approved β€” switch the Q3 nurture email program live so the scheduled sends begin.
{"approval": "approved", "campaign_status": "Draft", "scheduled_send_date": "today"}
{"campaign": "Q3 Nurture"}
[{"description": "Transitions a draft campaign to live so scheduled sends execute.", "domain": "CRM", "family": "EXECUTE", "name": "crm.campaigns.activate"}, {"description": "Builds a new campaign record.", "domain": "CRM", "family": "CREATE", "name": "crm.campaigns.create"}, {"description": "Duplicates the campaign as...
[ "crm.campaigns.activate" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000418
en
sibling_action
CRM
Campaigns
Load the 400-plus tradeshow attendee list into the live nurture campaign so they receive the sequence.
{"attendee_list_size": 412, "campaign_status": "Active", "list_staged": true}
{"campaign": "Q3 Nurture"}
[{"description": "Associates staged contacts or leads with the campaign as members.", "domain": "CRM", "family": "UPDATE", "name": "crm.campaigns.add_members"}, {"description": "Bulk-imports new lead records from a file without campaign association.", "domain": "CRM", "family": "CREATE", "name": "crm.leads.import"}, {"...
[ "crm.campaigns.add_members" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000419
en
sibling_action
CRM
Activities
Just wrapped a discovery call with the VP of operations β€” capture the summary and next steps against her contact record.
{"call_duration_min": 34, "contact_record": true, "open_task_exists": false}
{"call_direction": "outbound"}
[{"description": "Records a completed call with notes and outcome against a record.", "domain": "CRM", "family": "CREATE", "name": "crm.activities.log_call"}, {"description": "Creates a new open to-do task with a due date.", "domain": "CRM", "family": "CREATE", "name": "crm.tasks.create"}, {"description": "Books a futu...
[ "crm.activities.log_call" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000421
en
sibling_action
CRM
Contracts
Their support agreement runs out in three weeks and auto-renewal is switched off β€” process the renewal on the same terms.
{"auto_renew": false, "contract_end_days": 21, "renewal_terms": "same"}
{"renewal_quote_status": "issued"}
[{"description": "Extends the existing contract for a new term, preserving terms and history.", "domain": "CRM", "family": "EXECUTE", "name": "crm.contracts.renew"}, {"description": "Drafts a brand-new contract from scratch.", "domain": "CRM", "family": "CREATE", "name": "crm.contracts.create"}, {"description": "Change...
[ "crm.contracts.renew" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000422
en
sibling_action
CRM
Opportunities
Add the second-year premium support SKU as a product line on the Meridian deal at 36,000 per year.
{"catalog_entry": "SUP-PREM-2Y", "is_closed": false, "opportunity_stage": "Proposal"}
{"account": "Meridian"}
[{"description": "Appends a catalog product as a line on the opportunity product grid.", "domain": "CRM", "family": "UPDATE", "name": "crm.opportunities.add_line_item"}, {"description": "Edits deal-level fields such as total amount or close date.", "domain": "CRM", "family": "UPDATE", "name": "crm.opportunities.update"...
[ "crm.opportunities.add_line_item" ]
false
{"category": "sibling_action", "domain_batch": "CRM", "generation_model": "glm-5.3", "seed_id": "9111d14d6cde375d22fc06c9", "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": "9111d14d6cde375d22fc06c9"}
v1-hard-0000424
en
sibling_action
Finance
Accounts Receivable
Halberd Logistics agreed in writing that the late-payment penalty on their June statement is waived - take the fee off the open invoice so the balance matches the settlement.
{"dispute": {"id": "DSP-771", "resolution": "fee_waived_signed"}, "invoice": {"amount": 18400.0, "customer": "Halberd Logistics", "id": "INV-33120", "late_fee_line": 460.0, "status": "OPEN"}}
{"desk_policy": "waived charges on an open unpaid invoice are removed on the invoice itself, not by credit memo"}
[{"description": "Issue a standalone credit memo document that reduces the customer's total receivable balance.", "domain": "Finance", "family": "CREATE", "name": "issue_credit_memo"}, {"description": "Edit charges or line amounts directly on an existing open, unpaid invoice.", "domain": "Finance", "family": "UPDATE", ...
[ "adjust_open_invoice" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000425
en
sibling_action
Finance
Accounts Payable
The Acme Components bill passed three-way match, but at 47.8k it is above what our desk can sign - get it in front of the controller for sign-off.
{"approval_matrix": {"desk_limit": 25000.0, "over_limit_approver": "controller"}, "bill": {"amount": 47800.0, "id": "BILL-9014", "match_status": "PASSED", "vendor": "Acme Components"}}
{}
[{"description": "Place a matched bill into the approval queue of the role required by the amount-based matrix.", "domain": "Finance", "family": "ROUTE", "name": "submit_bill_for_approval"}, {"description": "Grant final payment approval from an approver's own queue.", "domain": "Finance", "family": "EXECUTE", "name": "...
[ "submit_bill_for_approval" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000426
en
sibling_action
Finance
Payments
Treasury confirmed funding for the overnight vendor run a few minutes ago and the cutoff is still open - let the batch leave tonight as planned.
{"payment_run": {"already_approved": true, "cycle_cutoff_minutes_remaining": 84, "funding_confirmed": true, "id": "RUN-5521", "status": "HOLD_FUNDING"}}
{}
[{"description": "Remove a funding hold from an already-approved payment run so it transmits in its scheduled cycle.", "domain": "Finance", "family": "EXECUTE", "name": "release_payment_run"}, {"description": "Give first approval to a payment run that is still waiting on approvals.", "domain": "Finance", "family": "EXE...
[ "release_payment_run" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000427
en
sibling_action
Finance
Collections
Cardinal Manufacturing is 68 days past due and has not reacted to the last two reminder letters - issue the tougher final notice before the account moves to the outside agency.
{"customer_account": {"days_past_due": 68, "dunning_level": 2, "name": "Cardinal Manufacturing", "reminders_sent": 2}, "dunning_ladder": {"3": "final_demand_letter", "4": "external_agency_referral"}}
{}
[{"description": "Send the level-3 final demand letter to a delinquent customer ahead of agency referral.", "domain": "Finance", "family": "NOTIFY", "name": "send_final_demand"}, {"description": "Send the standard next reminder at the current dunning level.", "domain": "Finance", "family": "NOTIFY", "name": "issue_dunn...
[ "send_final_demand" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000428
en
sibling_action
Finance
Expenses
The regional conference report was flagged because one taxi line has no receipt - it is only 18 dollars, under our exception threshold, so clear the report for payout.
{"expense_report": {"flag": "MISSING_RECEIPT", "flagged_line_amount": 18.0, "id": "EXP-4471"}, "policy": {"below_threshold": "approver may approve with note", "receipt_exception_threshold": 25.0}}
{}
[{"description": "Approver signs off on a flagged expense report so it becomes payable.", "domain": "Finance", "family": "EXECUTE", "name": "approve_expense_report"}, {"description": "Send the report back to the employee to fix or document lines.", "domain": "Finance", "family": "ROUTE", "name": "return_expense_report"...
[ "approve_expense_report" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000429
en
sibling_action
Finance
General Ledger
June's depreciation entry carries both required controller sign-offs - book it into the ledger while the period is still open.
{"journal_entry": {"approvals": 2, "id": "JE-2206", "period": "2024-06", "status": "APPROVED_UNPOSTED", "type": "DEPRECIATION"}, "periods": {"2024-06": "OPEN"}}
{}
[{"description": "Write an approved journal entry into the ledger for its period.", "domain": "Finance", "family": "EXECUTE", "name": "post_journal_entry"}, {"description": "Add an approver sign-off to a journal entry awaiting approval.", "domain": "Finance", "family": "EXECUTE", "name": "approve_journal_entry"}, {"des...
[ "post_journal_entry" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000430
en
sibling_action
Finance
Cash Reconciliation
May's rec on the Northgate operating account is off by exactly 12 dollars, and the bank confirmed it is service fees we never booked - book the charge so the rec ties out.
{"reconciliation": {"account": "Northgate Operating", "open_difference": 12.0, "period": "2024-05", "root_cause": "bank_service_fees_unbooked", "status": "IN_PROGRESS"}}
{}
[{"description": "Create the journal entry that books bank service fees identified during reconciliation.", "domain": "Finance", "family": "CREATE", "name": "record_bank_charge"}, {"description": "Push a small residual difference to the misc variance account without booking the cause.", "domain": "Finance", "family": "...
[ "record_bank_charge" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000431
en
sibling_action
Finance
Tax
The corrected figures for the second-quarter VAT return are final in the draft - get the return over to the tax authority before the deadline.
{"tax_return": {"deadline_days_remaining": 9, "id": "VAT-2024Q2", "previously_filed": false, "status": "DRAFT_FINAL"}}
{}
[{"description": "Transmit the completed return to the tax authority portal.", "domain": "Finance", "family": "EXECUTE", "name": "file_tax_return"}, {"description": "Submit a correction for a return that has already been filed.", "domain": "Finance", "family": "EXECUTE", "name": "amend_filed_return"}, {"description": "...
[ "file_tax_return" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000432
en
sibling_action
Finance
Treasury
We are about to dip under the floor on the payroll account - move 150k over from the concentration account right now.
{"accounts": [{"balance": 410000.0, "minimum_floor": 500000.0, "name": "Payroll"}, {"balance": 2900000.0, "name": "Concentration"}], "capabilities": {"auto_sweep_configured": false, "immediate_internal_transfers": true}}
{}
[{"description": "Execute an immediate one-off funds transfer between two internal house accounts.", "domain": "Finance", "family": "EXECUTE", "name": "book_internal_transfer"}, {"description": "Set up a recurring automated sweep rule between accounts under standing instructions.", "domain": "Finance", "family": "CREAT...
[ "book_internal_transfer" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000433
en
sibling_action
Finance
Vendor Management
Northwind Supplies' new bank details cleared callback verification this morning - put the new IBAN into effect so next week's payments go to the right place.
{"policy": {"bank_changes_apply": "only after callback verification passes"}, "vendor": {"id": "V-3391", "name": "Northwind Supplies", "pending_bank_change": {"callback_verification": "PASSED", "new_iban_masked": "DE89****3000", "waiting_hours": 22}}}
{}
[{"description": "Commit a verified pending bank-detail change to the vendor's payment record.", "domain": "Finance", "family": "UPDATE", "name": "apply_vendor_bank_change"}, {"description": "Discard a pending bank-detail change and keep the existing details.", "domain": "Finance", "family": "DELETE", "name": "reset_ve...
[ "apply_vendor_bank_change" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000435
en
sibling_action
Finance
Budgeting
Paid media is nearly out of budget in week six while the events line is way underspent - move 80k from events into paid media so the campaign can finish the quarter.
{"budget_lines": [{"code": "MKT-PAID", "remaining": 12000.0}, {"code": "MKT-EVENTS", "remaining": 210000.0}], "budget_period": "2024-Q3", "policy": {"intra_department_transfers": "allowed with controller notification"}}
{}
[{"description": "Move budget between lines within the same department for the current period.", "domain": "Finance", "family": "UPDATE", "name": "transfer_budget_allocation"}, {"description": "Request incremental budget from the finance committee for a line.", "domain": "Finance", "family": "CREATE", "name": "submit_b...
[ "transfer_budget_allocation" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000436
en
sibling_action
Finance
Payroll
The new support hire started Monday and their enrollment cleared HR, but they missed the regular cutoff - make sure the first paycheck goes out now rather than at month end.
{"employee": {"first_day": "2024-07-01", "id": "E-2201", "payroll_enrollment": "COMPLETE"}, "payroll": {"cutoff_missed": true, "off_cycle_permitted_reasons": ["late_hire", "correction", "final_pay"], "regular_run_date": "2024-07-31"}}
{}
[{"description": "Execute an off-cycle payroll payment for an enrolled employee outside the regular run.", "domain": "Finance", "family": "EXECUTE", "name": "run_off_cycle_payment"}, {"description": "Enroll a new employee into the regular payroll cycle.", "domain": "Finance", "family": "CREATE", "name": "add_employee_t...
[ "run_off_cycle_payment" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}
v1-hard-0000437
en
sibling_action
Finance
Fixed Assets
The CNC router at the Bridgeton plant was sold on the 30th - take it off the register with its accumulated depreciation and book the result.
{"asset": {"accumulated_depreciation": 96000.0, "disposal_date": "2024-05-30", "id": "FA-118", "name": "CNC Router", "net_book_value": 24000.0, "site": "Bridgeton", "status": "IN_SERVICE"}}
{}
[{"description": "Retire the asset from the register, derecognize accumulated depreciation and net book value, and record gain or loss.", "domain": "Finance", "family": "EXECUTE", "name": "dispose_fixed_asset"}, {"description": "Write down the asset's carrying value for impairment while it stays active.", "domain": "Fi...
[ "dispose_fixed_asset" ]
false
{"category": "sibling_action", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "757fd7e1a3fe1c83a41b6936", "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": "757fd7e1a3fe1c83a41b6936"}