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-0009894
en
unseen_action_name
Finance
Accounts Payable
Payment P-7712 is sitting in the duplicate-suspect queue; I checked and both invoices are genuinely distinct. Get it moving on its original rail.
{"hold_reason": "DUPLICATE_SUSPECT", "payment": "P-7712", "rail": "ACH", "status": "HELD_PRE_RELEASE"}
{}
[{"description": "Releases a payment from the duplicate-suspicion hold after analyst confirmation that the flagged transactions are legitimate, resuming the original settlement path.", "domain": "Finance", "family": "EXECUTE", "name": "fin.ap.dup-hold-release"}, {"description": "Releases payments held by sanctions or w...
[ "fin.ap.dup-hold-release" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009895
en
unseen_action_name
Finance
Corporate Tax
Run the group's quarterly tax provision — deferred balances, valuation allowance, the whole close package.
{"close_calendar_day": 4, "period": "Q3", "provision_status": "NOT_STARTED"}
{}
[{"description": "Executes the consolidated quarterly tax provision calculation covering current and deferred balances plus valuation allowance assessment, producing the close package.", "domain": "Finance", "family": "EXECUTE", "name": "fin.tax.provision-cycle-close"}, {"description": "Files a statutory tax return wit...
[ "fin.tax.provision-cycle-close" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009896
en
unseen_action_name
Finance
Credit Management
Move Meridian Foods' standing purchasing ceiling up from 1.2M to 2M — a durable change, and leave their risk grade exactly as is.
{"credit_limit_usd": 1200000, "customer": "Meridian Foods", "rescoring_allowed": false, "risk_grade": "B"}
{}
[{"description": "Permanently raises a customer's approved credit limit following limit review, without re-running external risk scoring.", "domain": "Finance", "family": "UPDATE", "name": "fin.credit.ceiling-raise"}, {"description": "Approves a single over-limit order as a one-time exception without changing the stand...
[ "fin.credit.ceiling-raise" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009897
en
unseen_action_name
Finance
Treasury Management
At tonight's cutoff, sweep anything above 250k from the regional operating accounts into the concentration account.
{"concentration_account": "MAIN-001", "cutoff_time": "22:00", "regional_accounts": 6, "sweep_threshold_usd": 250000}
{}
[{"description": "Executes the configured target-balance sweep at cutoff, transferring funds above the threshold from regional accounts into the concentration account.", "domain": "Finance", "family": "EXECUTE", "name": "fin.treasury.target-sweep-fire"}, {"description": "Books an interest-bearing intercompany loan betw...
[ "fin.treasury.target-sweep-fire" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009898
en
unseen_action_name
Finance
Internal Audit
Bundle up the journal-entry testing workpapers from the FY close and give audit one shareable link.
{"audit_cycle": "FY-CLOSE-EXTERNAL", "je_testing_status": "COMPLETE"}
{}
[{"description": "Compiles selected workpapers, JE samples, and control results into a single shareable evidence package for the external audit team.", "domain": "Finance", "family": "CREATE", "name": "fin.audit.pack-evidence"}, {"description": "Initiates a walkthrough test of one specified key control.", "domain": "Fi...
[ "fin.audit.pack-evidence" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009899
en
unseen_action_name
Finance
Expense Management
My 3,900 dollar client dinner charge is going to bounce off policy, but VP sign-off is already in writing — push it through this once.
{"amount_usd": 3900, "card_status": "ACTIVE", "category": "CLIENT_ENTERTAINMENT", "policy_cap_usd": 500, "transaction": "T-90812", "vp_email_consent": true}
{}
[{"description": "Approves a specific out-of-policy expense for one transaction when the required approver's documented consent exists, letting the item continue through workflow.", "domain": "Finance", "family": "UPDATE", "name": "fin.exp.exception-waiver"}, {"description": "Freezes future card spend for a cardholder....
[ "fin.exp.exception-waiver" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009900
en
unseen_action_name
Finance
Payroll
Cut the sales team's bonus checks on a one-off run outside the normal calendar.
{"comp_type": "BONUS", "next_scheduled_run": "month-end", "pay_group": "SALES"}
{}
[{"description": "Executes an unscheduled off-cycle payroll run for a selected pay group, such as bonus or commission payouts, outside the standing calendar.", "domain": "Finance", "family": "EXECUTE", "name": "fin.pay.offcycle-burst"}, {"description": "Queues retroactive corrections from a prior period into the next s...
[ "fin.pay.offcycle-burst" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009901
en
unseen_action_name
Finance
Collections
Move Northwind Retail forward — 45 days past due with two blown promises already on file.
{"account": "Northwind Retail", "active_plan": false, "days_past_due": 45, "internal_risk_grade": "D", "policy": "Escalate to agency queue after 2 broken promises OR risk grade D; otherwise offer an installment plan.", "promises_broken": 2}
{}
[{"description": "Transfers a delinquent account to the third-party agency queue when escalation criteria under collections policy are met.", "domain": "Finance", "family": "ROUTE", "name": "fin.coll.agency-handoff"}, {"description": "Structures an installment payment plan on a delinquent balance.", "domain": "Finance"...
[ "fin.coll.agency-handoff" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009902
en
unseen_action_name
Finance
Trade Finance
On the copper L/C covering the Hamburg shipment, push the latest shipment date out two weeks and extend expiry to end of October.
{"beneficiary_confirms": true, "current_expiry": "2024-10-15", "instrument": "LC-44820", "type": "IMPORT"}
{}
[{"description": "Submits an amendment to an issued letter of credit, modifying terms such as latest shipment date, expiry, or amount.", "domain": "Finance", "family": "UPDATE", "name": "fin.tf.lc-variation-submit"}, {"description": "Issues a brand-new import letter of credit for a beneficiary.", "domain": "Finance", "...
[ "fin.tf.lc-variation-submit" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009903
en
unseen_action_name
Finance
Valuation
Run this year's goodwill impairment assessment for the AeroTek reporting unit.
{"annual_test_due": true, "carrying_value_usd": 48000000, "reporting_unit": "AeroTek"}
{}
[{"description": "Performs the annual goodwill impairment test for a reporting unit by comparing carrying amount to fair value and flagging any shortfall.", "domain": "Finance", "family": "EXECUTE", "name": "fin.fmv.goodwill-impair-probe"}, {"description": "Records a fair-value write-down on a group of tangible fixed a...
[ "fin.fmv.goodwill-impair-probe" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009904
en
unseen_action_name
Finance
Financial Close (FX)
At month end, remeasure our euro-denominated intercompany balances into reporting currency and post the FX to the designated accounts.
{"close_period": "2024-10", "ic_balances_currency": "EUR", "rates_loaded": true, "reporting_currency": "USD"}
{}
[{"description": "Runs month-end currency remeasurement over intercompany balances, posting realized and unrealized FX to configured accounts.", "domain": "Finance", "family": "EXECUTE", "name": "fin.gl.ic-remeasure-cycle"}, {"description": "Retrieves month-end exchange rates from the source feed into the close workspa...
[ "fin.gl.ic-remeasure-cycle" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009905
en
unseen_action_name
Finance
Financial Compliance
Globex Trading's counterparty review lapsed two months back; their screening is clean. Bring the profile current.
{"counterparty": "Globex Trading", "kyc_status": "LAPSED_60_DAYS", "latest_screening": "CLEAR", "policy_next_step": "PERIODIC_REVIEW"}
{}
[{"description": "Re-runs the periodic KYC due-diligence refresh for a counterparty whose review window has lapsed, renewing the profile.", "domain": "Finance", "family": "EXECUTE", "name": "fin.aml.periodic-review-refresh"}, {"description": "Runs an ad-hoc sanctions and PEP screening pass on a specified name.", "domai...
[ "fin.aml.periodic-review-refresh" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009906
en
unseen_action_name
Finance
Fixed Assets
Run and post October depreciation across the corporate and tax books.
{"books": ["CORPORATE", "TAX"], "period": "2024-10", "prior_depr_posted": true}
{}
[{"description": "Executes the period-end depreciation run across the corporate and tax books and posts the resulting journal.", "domain": "Finance", "family": "EXECUTE", "name": "fin.fa.depr-close-run"}, {"description": "Splits one asset into multiple component assets with allocated cost.", "domain": "Finance", "famil...
[ "fin.fa.depr-close-run" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009907
en
unseen_action_name
Finance
Vendor Management
Halcyon Supplies sent new remit-to bank details; run the verification and get the change applied to their master record.
{"callback_channel_on_file": true, "change_request": "BANK_DETAILS", "vendor": "Halcyon Supplies"}
{}
[{"description": "Initiates callback verification for a vendor bank account change and applies the new details to the vendor master once confirmed.", "domain": "Finance", "family": "UPDATE", "name": "fin.ap.bank-change-verify-apply"}, {"description": "Creates a brand-new vendor master record from scratch.", "domain": "...
[ "fin.ap.bank-change-verify-apply" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009908
en
unseen_action_name
Finance
Revenue Recognition
Phase 2 delivery on the Lighthouse implementation is signed off — get the revenue for that milestone onto the books.
{"billing_method": "MILESTONE", "contract": "Lighthouse Implementation", "phase_2_delivery_confirmed": true}
{}
[{"description": "Recognizes revenue for a confirmed, completed milestone on a milestone-billed fixed-price contract.", "domain": "Finance", "family": "EXECUTE", "name": "fin.rev.milestone-post"}, {"description": "Posts revenue on a cost-to-cost percentage-of-completion basis.", "domain": "Finance", "family": "EXECUTE"...
[ "fin.rev.milestone-post" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009909
en
unseen_action_name
Finance
Cash Forecasting
Fork the live 18-month cash forecast into a downside scenario where collections slip by 15 days.
{"baseline_forecast": "CF-BASE-18M", "horizon_months": 18, "scenario_limit_reached": false}
{}
[{"description": "Duplicates the current forecast into a new named scenario and applies assumption shifts such as delayed collection timing.", "domain": "Finance", "family": "CREATE", "name": "fin.fc.scenario-branch"}, {"description": "Edits assumptions directly on the live baseline forecast.", "domain": "Finance", "fa...
[ "fin.fc.scenario-branch" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009910
en
unseen_action_name
Finance
Payment Operations
Move today's USD batch onto the instant rail so it settles within the hour.
{"batch": "USD-1031-A", "current_rail": "ACH_BATCH", "settlement_window": "same-day cutoff already passed", "status": "PROCESSING_IN_FLIGHT"}
{}
[{"description": "Reschedules a future-dated payment batch to a different settlement date or rail.", "domain": "Finance", "family": "UPDATE", "name": "fin.pay.batch-calendar-move"}, {"description": "Converts the settlement rail used by the next scheduled batch cycle.", "domain": "Finance", "family": "UPDATE", "name": "...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009911
en
unseen_action_name
Finance
Receivables (Dunning)
Send the next overdue notice in the sequence on INV-55214.
{"days_overdue": 61, "dispute_open": false, "dunning_ladder": [{"level": 1, "sent": true, "trigger_day": 15}, {"level": 2, "sent": true, "trigger_day": 45}, {"level": 3, "sent": false, "trigger_day": 60}, {"level": "final_demand", "sent": false, "trigger_day": 90}], "invoice": "INV-55214"}
{}
[{"description": "Issues the next un-sent letter in the configured dunning ladder for an overdue invoice, respecting the sequence.", "domain": "Finance", "family": "NOTIFY", "name": "fin.ar.dunning-ladder-advance"}, {"description": "Restarts the dunning ladder at level 1 for an invoice.", "domain": "Finance", "family":...
[ "fin.ar.dunning-ladder-advance" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009912
en
unseen_action_name
Finance
Working Capital
Give me the trend over the last four quarters for how long a dollar is tied up — from paying suppliers through collecting from customers.
{"entity_scope": "GROUP", "periods": 4}
{}
[{"description": "Produces the cash conversion cycle trend across selected periods, combining days payable outstanding, days sales outstanding, and days inventory.", "domain": "Finance", "family": "SEARCH", "name": "fin.wc.cycle-clock-report"}, {"description": "Reports days sales outstanding only.", "domain": "Finance"...
[ "fin.wc.cycle-clock-report" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009913
en
unseen_action_name
Finance
Financial Close (Intercompany)
Post the month-end elimination entries for intercompany sales between Sub A and Sub B.
{"close_period": "2024-10", "ic_balances_matched": true, "ic_pair": ["SUB-A", "SUB-B"]}
{}
[{"description": "Matches intercompany invoices against intercompany payables to identify and report differences; posts no entries.", "domain": "Finance", "family": "EXECUTE", "name": "fin.gl.ic-match-sweep"}, {"description": "Extracts a report of unmatched intercompany differences for review.", "domain": "Finance", "f...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009914
en
unseen_action_name
Finance
Treasury Financing
Draw 10 million off the revolver and put the proceeds straight into the money market account.
{"mmf_liquidity_capacity_usd": 50000000, "revolver_available_usd": 25000000}
{}
[{"description": "Draws funds on the revolving credit facility into the operating account.", "domain": "Finance", "family": "EXECUTE", "name": "fin.treasury.revolver-tap"}, {"description": "Invests surplus operating cash into money market instruments.", "domain": "Finance", "family": "EXECUTE", "name": "fin.treasury.mm...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009915
en
unseen_action_name
Finance
Budget Execution
Shift 300k of uncommitted spend authority from Marketing to Product Development for the rest of the year.
{"marketing_uncommitted_usd": 450000, "plan_year": "2024", "product_dev_uncommitted_usd": 120000}
{}
[{"description": "Moves available uncommitted budget between departments or cost centers within the current plan year.", "domain": "Finance", "family": "UPDATE", "name": "fin.plan.wallet-shift"}, {"description": "Commits budget against an anticipated future purchase.", "domain": "Finance", "family": "CREATE", "name": "...
[ "fin.plan.wallet-shift" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009916
en
unseen_action_name
Finance
Indirect Tax
Attach Atlas Distribution's resale exemption certificate so state sales tax stops being charged on their invoices going forward.
{"certificate_valid": true, "current_profile": "TAXABLE", "customer": "Atlas Distribution"}
{}
[{"description": "Applies a valid exemption certificate to a customer's tax profile, suppressing the taxed rate on subsequently issued invoices.", "domain": "Finance", "family": "UPDATE", "name": "fin.tax.exempt-cert-bind"}, {"description": "Issues a credit for tax already charged on a prior invoice.", "domain": "Finan...
[ "fin.tax.exempt-cert-bind" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009917
en
unseen_action_name
Finance
Leasing
Modify the warehouse lease by adding 24 months to the term and remeasure the right-of-use asset and lease liability for the change.
{"classification": "OPERATING", "lease": "WH-EAST-07", "modification_type": "TERM_EXTENSION", "remaining_term_months": 36}
{}
[{"description": "Reassesses lease classification after a triggering event, without changing any lease terms.", "domain": "Finance", "family": "EXECUTE", "name": "fin.lease.classification-reassess"}, {"description": "Regenerates amortization schedules for an existing lease with unchanged terms.", "domain": "Finance", "...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009918
en
unseen_action_name
Finance
Payables Financing
Roll out dynamic early-pay discount offers to our key suppliers — we pay inside ten days, they shave the invoice.
{"cash_position": "SURPLUS", "existing_static_terms": "NET45", "supplier_cohort": "KEY_SUPPLIERS"}
{}
[{"description": "Configures and extends dynamic early-payment discount offers to selected suppliers, pricing discounts against accelerated payment timing.", "domain": "Finance", "family": "CREATE", "name": "fin.ap.dyn-discount-rollout"}, {"description": "Makes a standing change to a vendor's standard payment terms cod...
[ "fin.ap.dyn-discount-rollout" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009919
en
unseen_action_name
Finance
Cash Forecasting
Today's actual receipts and disbursements are loaded — fold them into the forecast history so we can see where the model missed.
{"actuals_ready": true, "baseline_forecast": "CF-BASE-18M", "last_history_refresh": "2024-10-01"}
{}
[{"description": "Pulls latest actual results into forecast history to enable variance review against prior projections.", "domain": "Finance", "family": "UPDATE", "name": "fin.fc.actuals-backfill"}, {"description": "Edits assumptions directly on the live baseline forecast.", "domain": "Finance", "family": "UPDATE", "n...
[ "fin.fc.actuals-backfill" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009920
en
unseen_action_name
Finance
Financial Close (Intercompany)
Before eliminations, line up Sub A's intercompany invoices against Sub B's payables so we can see what doesn't tie out.
{"close_period": "2024-10", "ic_pair": ["SUB-A", "SUB-B"], "prior_period_match_rate_pct": 92}
{}
[{"description": "Matches intercompany invoices against intercompany payables to identify and report differences; posts no entries.", "domain": "Finance", "family": "EXECUTE", "name": "fin.gl.ic-match-sweep"}, {"description": "Extracts a report of unmatched intercompany differences for review.", "domain": "Finance", "f...
[ "fin.gl.ic-match-sweep" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "49f47cf8a276617d0eec8760", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "49f47cf8a276617d0eec8760"}
v1-hard-0009921
en
unseen_action_name
Procurement
Reverse Auctions
Stand up a new reverse auction for the packaging category with three lots — we'll decide on go-live timing separately.
{"approved_packaging_suppliers": 41, "open_draft_auctions": 0}
{"planned_lots": 3}
[{"description": "Creates a reverse-auction event in Draft with lot structure, invitee pool, and reserve settings; publication and go-live happen in a separate step.", "domain": "Procurement", "family": "CREATE", "name": "auctionhouse.event.compose"}, {"description": "Publishes an existing draft reverse auction, openin...
[ "auctionhouse.event.compose" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009922
en
unseen_action_name
Procurement
Supplier Onboarding
Onboard Nordic Precision Tools as a new supplier so sourcing can invite them to the spring RFQs.
{"supplier_master_lookup": "Nordic Precision Tools not found"}
{}
[{"description": "Registers a brand-new supplier in the master hub, capturing legal identifiers, tax and banking data, and starting the activation workflow.", "domain": "Procurement", "family": "CREATE", "name": "vendorhub.record.enroll"}, {"description": "Reactivates a previously deactivated supplier record with its f...
[ "vendorhub.record.enroll" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009923
en
unseen_action_name
Procurement
Invoice Match Exceptions
The Ferron invoice came in 12% over PO price — push it to sourcing for variance sign-off, don't auto-clear it.
{"configured_tolerance_pct": 5, "exception_type": "price_variance", "match_status": "exception"}
{"supplier": "Ferron Plastics"}
[{"description": "Routes a failed-match invoice exception to the buyer/sourcing queue for price variance approval, blocking auto-clearing.", "domain": "Procurement", "family": "ROUTE", "name": "ap.match.exception.route"}, {"description": "Clears a match exception by applying the configured small-variance tolerance and ...
[ "ap.match.exception.route" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009924
en
unseen_action_name
Procurement
Contract Renewals
The Corvid Labs MSA runs out in Q2 — open the renewal effort and get an owner assigned.
{"auto_renew_enabled": false, "contract_end": "Q2"}
{}
[{"description": "Opens a renewal case for an expiring agreement, generating negotiation tasks, deadlines, and owner assignment.", "domain": "Procurement", "family": "CREATE", "name": "clm.renewal.case.open"}, {"description": "Drafts an amendment extending the term of a live agreement without creating a renewal case or...
[ "clm.renewal.case.open" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009925
en
unseen_action_name
Procurement
Spend Analytics
Rank our heaviest EMEA suppliers by share of spend for last fiscal year.
{"fiscal_year": "FY25", "region_scope": "EMEA"}
{}
[{"description": "Computes supplier concentration for a chosen region and fiscal period, ranking suppliers by share of total and category spend.", "domain": "Procurement", "family": "SEARCH", "name": "spendlens.supplier.concentration.rank"}, {"description": "Exports the spend classification taxonomy with category defin...
[ "spendlens.supplier.concentration.rank" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009926
en
unseen_action_name
Procurement
Goods Receipt
Dock 4 just checked in a partial delivery on PO-4471 — capture what actually arrived.
{"lines_received_so_far": 0, "po_lines": 6}
{"dock": "4", "po": "PO-4471"}
[{"description": "Records a goods receipt note against PO lines, capturing actual received quantities, condition, and dock location.", "domain": "Procurement", "family": "CREATE", "name": "grn.dock.intake.record"}, {"description": "Accepts over-tolerance overages against a PO line and adjusts the open quantity.", "doma...
[ "grn.dock.intake.record" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009928
en
unseen_action_name
Procurement
Catalog Management
Swap the discontinued safety-glove SKU for its successor in the standard office catalog without breaking category placement or default pricing rules.
{"sku_status": "discontinued by supplier", "successor_sku": "available"}
{"catalog": "standard office"}
[{"description": "Replaces a discontinued catalog item with a successor SKU, carrying over category placement, contract pricing, and shopper favorites.", "domain": "Procurement", "family": "UPDATE", "name": "catalog.item.supersede"}, {"description": "Hides an item from catalog search and checkout without naming any rep...
[ "catalog.item.supersede" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009930
en
unseen_action_name
Procurement
Supplier Risk
Sanctions coverage broke on our bearings supplier's parent — flag them so no new awards slip through before the review.
{"next_planned_buy": "tomorrow", "open_sourcing_events": 2, "supplier_status": "active"}
{}
[{"description": "Raises a blocking risk-exposure flag on a supplier record that halts new awards and event invitations pending review.", "domain": "Procurement", "family": "UPDATE", "name": "riskwatch.vendor.exposure.flag.raise"}, {"description": "Distributes the daily adverse-media digest to category managers.", "dom...
[ "riskwatch.vendor.exposure.flag.raise" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009931
en
unseen_action_name
Procurement
Purchase Orders
Void PO-8812 outright — it was raised against the wrong legal entity — and give the budget back to marketing.
{"issuing_entity": "incorrect entity", "open_encumbrance": "$84,000", "po_status": "issued, no receipts, no invoices"}
{"po": "PO-8812"}
[{"description": "Amends an open PO to issue under a different legal entity, keeping lines, receipts, and encumbrance intact.", "domain": "Procurement", "family": "UPDATE", "name": "po.header.entity.amend"}, {"description": "Final-closes a fully received and invoiced PO, freezing all further activity.", "domain": "Proc...
[]
true
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009932
en
unseen_action_name
Procurement
Live Auction Controls
Two bidders look like they're colluding on the copper lot — pause the whole event immediately; we'll sort out individual bidders after.
{"auction_status": "live", "clock_remaining": "00:41:12", "flagged_bidders": 2}
{"lot": "copper"}
[{"description": "Pauses a live auction instantly, freezing the countdown and rejecting all further bids until resumed.", "domain": "Procurement", "family": "EXECUTE", "name": "livebid.event.halt.freeze"}, {"description": "Suspends a single bidder's ability to place new bids while the event continues.", "domain": "Proc...
[ "livebid.event.halt.freeze" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009933
en
unseen_action_name
Procurement
RFQ Distribution
Get quotes from the approved panel for 40,000 corrugated trays — RFQ out this week with a ten-day response window.
{"approved_panel_size": 9, "open_rfx": 0}
{"quantity": 40000}
[{"description": "Opens a new quotation round, packaging the RFQ and distributing it to a selected supplier panel with a set response deadline.", "domain": "Procurement", "family": "CREATE", "name": "rfxconsole.quote.round.open"}, {"description": "Issues an RFI collecting capability information only, with no pricing fi...
[ "rfxconsole.quote.round.open" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009934
en
unseen_action_name
Procurement
Payment Terms
Put Delacroix Packaging on 2/10 net 30 per the renewal — across the account, not just one invoice.
{"contract_renewal_status": "executed", "current_terms": "Net 60", "open_invoices": 3}
{}
[{"description": "Replaces the payment-terms schedule on the supplier master account (e.g., Net 60 to 2/10 Net 30), applying to future invoices.", "domain": "Procurement", "family": "UPDATE", "name": "ap.terms.schedule.account.swap"}, {"description": "Offers a one-off early-payment discount opportunity on currently ope...
[ "ap.terms.schedule.account.swap" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009935
en
unseen_action_name
Procurement
Returns (RMA)
The last pallet from Halloran Foods failed QA — start the return paperwork and make sure their invoice can't post against it.
{"qa_disposition": "reject", "receipt_line_status": "recorded", "supplier_invoice_status": "not yet received"}
{}
[{"description": "Creates a return authorization against a received line, generating RMA documents and placing an invoice block on the affected quantity.", "domain": "Procurement", "family": "CREATE", "name": "p2p.returns.authorization.create"}, {"description": "Requests a credit memo from the supplier for goods alread...
[ "p2p.returns.authorization.create" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009936
en
unseen_action_name
Procurement
Sourcing Projects
Spin up the sourcing workspace for 2026 fleet telematics with the standard milestones and the usual stakeholder roster.
{"existing_project_for_category": false}
{"category": "fleet telematics", "year": 2026}
[{"description": "Instantiates a sourcing project workspace with standard milestones, stakeholder roster, and category linkage.", "domain": "Procurement", "family": "CREATE", "name": "sourcingstudio.project.scaffold.new"}, {"description": "Moves an existing sourcing project to its next pipeline stage.", "domain": "Proc...
[ "sourcingstudio.project.scaffold.new" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009937
en
unseen_action_name
Procurement
Catalog Feeds
Last night's price-file load doubled every rate — roll the catalog back to yesterday's committed version.
{"last_feed_job": "completed 02:10", "post_load_anomaly": "100% price inflation", "prior_committed_version": "available"}
{}
[{"description": "Re-runs the most recent supplier price-file load after the source file is corrected; commits a new catalog state.", "domain": "Procurement", "family": "EXECUTE", "name": "catalog.feed.reload.afterfix"}, {"description": "Validates a price file against schema and business rules without committing anythi...
[]
true
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009938
en
unseen_action_name
Procurement
Supplier Scorecards
QBR season — recompute the logistics panel's quarterly scorecards from OTIF, quality, and responsiveness inputs.
{"panel": "logistics", "quarter": "closed", "scorecards_published": false}
{}
[{"description": "Recalculates quarterly performance scorecards for a supplier panel from OTIF, quality, and responsiveness inputs.", "domain": "Procurement", "family": "EXECUTE", "name": "scorematrix.panel.quarter.recompute"}, {"description": "Adjusts KPI weightings in the scorecard model for future periods.", "domain...
[ "scorematrix.panel.quarter.recompute" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009939
en
unseen_action_name
Procurement
Punchout Integration
Wire the new office-supplies vendor's punchout into the requisition UI so buyers shop their live catalog in-session.
{"punchout_endpoint": "not configured", "supplier_registered": true}
{}
[{"description": "Configures and activates a cXML punchout endpoint connecting a supplier storefront to buyer requisition checkout with live in-session carts.", "domain": "Procurement", "family": "EXECUTE", "name": "punchout.cxml.endpoint.bind"}, {"description": "Ingests a supplier's static catalog file into internal s...
[ "punchout.cxml.endpoint.bind" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009940
en
unseen_action_name
Procurement
Funds & Encumbrance
Shift the open hardware commitment off the frozen Q1 fund onto the Q2 cost center — the PO hasn't gone out yet.
{"open_encumbrance": true, "po_status": "pending issuance", "q1_fund_status": "frozen"}
{}
[{"description": "Moves an open encumbrance from one fund/cost center to another, preserving the amount and its reference documents.", "domain": "Procurement", "family": "UPDATE", "name": "funds.encumbrance.reassign"}, {"description": "Returns an encumbrance to available budget in full, unlinking the commitment entirel...
[ "funds.encumbrance.reassign" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009941
en
unseen_action_name
Procurement
Diversity Compliance
The vendor uploaded their small-business certificates — get them on the ledger so the spend counts toward diversity reporting.
{"diversity_ledger_status": "no verified certification on file", "documents_uploaded": true}
{}
[{"description": "Records and verifies supplier diversity certification documents into the compliance ledger with expiry tracking for reporting eligibility.", "domain": "Procurement", "family": "CREATE", "name": "diversityledger.certification.attest"}, {"description": "Captures supplier self-identified diversity classi...
[ "diversityledger.certification.attest" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009942
en
unseen_action_name
Procurement
Checkout Policy
Let marketing self-checkout from the emergency catalog up to $2,500 without waiting on director approval.
{"emergency_catalog_status": "live", "group": "Marketing", "unattended_checkout_enabled": false}
{}
[{"description": "Entitles a user group for approval-free checkout against a designated catalog up to a stated dollar cap.", "domain": "Procurement", "family": "UPDATE", "name": "checkout.policy.unattended.entitle"}, {"description": "Raises an individual purchasing-card spend limit.", "domain": "Procurement", "family":...
[ "checkout.policy.unattended.entitle" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009943
en
unseen_action_name
Procurement
Invoice Deductions
Dock Kestrel Freight's latest invoice by the $1,800 late-delivery penalty from the steel shipment.
{"invoice_status": "matched and posted", "late_days": 18, "sla_penalty_clause": "L-14, $100/day"}
{}
[{"description": "Posts a deduction where invoice pricing exceeds agreed PO pricing.", "domain": "Procurement", "family": "UPDATE", "name": "ap.invoice.pricevariance.post"}, {"description": "Reclassifies freight charges on an invoice to the correct GL account, leaving the amount unchanged.", "domain": "Procurement", "f...
[]
true
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009944
en
unseen_action_name
Procurement
Award & Notification
Award the western-region lot to the incumbent on final scores and tell winners and losers at the same moment.
{"final_scores_ranked": true, "lot": "western-region", "standstill_required": false}
{}
[{"description": "Finalizes a lot award to the selected bidder and dispatches simultaneous notifications to winning and unsuccessful participants.", "domain": "Procurement", "family": "EXECUTE", "name": "awardsboard.lot.finalize.broadcast"}, {"description": "Issues a non-binding letter of intent to award, subject to co...
[ "awardsboard.lot.finalize.broadcast" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009945
en
unseen_action_name
Procurement
Supplier Collaboration
Publish the updated 12-month demand forecast to our two strategic sheet-metal suppliers.
{"forecast_revision": "v4 approved", "strategic_panel_size": 2}
{}
[{"description": "Publishes the rolling demand forecast to selected strategic suppliers in the collaboration portal.", "domain": "Procurement", "family": "EXECUTE", "name": "collabwindow.forecast.publish.push"}, {"description": "Chases suppliers who have not acknowledged the currently published forecast.", "domain": "P...
[ "collabwindow.forecast.publish.push" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009946
en
unseen_action_name
Procurement
Contract Activation
CTR-2098 came back fully signed — file it as live and start the milestone tracking.
{"contract": "CTR-2098", "milestones_defined": true, "status": "fully executed, not yet activated"}
{}
[{"description": "Activates a fully executed agreement: sets live status, indexes clauses, and starts milestone and obligation tracking.", "domain": "Procurement", "family": "EXECUTE", "name": "clm.executed.agreement.activate"}, {"description": "Routes a draft agreement for internal and counterparty signatures.", "doma...
[ "clm.executed.agreement.activate" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009947
en
unseen_action_name
Procurement
Tender Portal Visibility
Pull the cancelled ITB off the public portal so suppliers can't see it anymore.
{"portal_visibility": "public", "suppliers_already_notified": true, "tender_status": "cancelled by buyer"}
{}
[{"description": "Withdraws a posted tender event from public visibility on the supplier portal, leaving its audit record intact.", "domain": "Procurement", "family": "UPDATE", "name": "tenderportal.event.visibility.revoke"}, {"description": "Extends the submission deadline of a posted tender event.", "domain": "Procur...
[ "tenderportal.event.visibility.revoke" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009948
en
unseen_action_name
Procurement
Supplier Data Quality
Merge the three duplicate Meridian Tooling records into a single golden record, carrying over the transaction history.
{"duplicate_records": 3, "open_transactions_on_each_record": true}
{}
[{"description": "Flags a suspected duplicate supplier record for data-steward review.", "domain": "Procurement", "family": "UPDATE", "name": "vendorhub.duplicate.flag.raise"}, {"description": "Edits fields on a single supplier record.", "domain": "Procurement", "family": "UPDATE", "name": "vendorhub.profile.amend"}, {...
[]
true
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009949
en
unseen_action_name
Procurement
Blanket Releases
Set up automatic monthly releases against the janitorial blanket PO through December, with no buyer touch each month.
{"blanket_po_status": "active", "not_to_exceed": "$240,000", "release_mode": "manual only", "validity_window": "through December"}
{}
[{"description": "Issues a one-off release against a blanket PO for immediate fulfillment.", "domain": "Procurement", "family": "EXECUTE", "name": "po.blanket.release.single.issue"}, {"description": "Extends the validity window of a blanket agreement beyond its current end date.", "domain": "Procurement", "family": "UP...
[]
true
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009950
en
unseen_action_name
Procurement
Tax Clearance
Confirm the new Brazilian supplier's tax registration is clear before we cut the first PO.
{"first_po_status": "pending clearance", "supplier_region": "BR", "tax_regime_on_file": "incomplete"}
{}
[{"description": "Verifies a supplier's tax registration and regime eligibility against the authority registry and records clearance for PO issuance.", "domain": "Procurement", "family": "EXECUTE", "name": "taxclearance.vendor.regime.verify"}, {"description": "Syncs withholding tax tables from the finance configuration...
[ "taxclearance.vendor.regime.verify" ]
false
{"category": "unseen_action_name", "domain_batch": "Procurement", "generation_model": "glm-5.3", "seed_id": "c58a5e3aa7224703a0a4e7ae", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "c58a5e3aa7224703a0a4e7ae"}
v1-hard-0009951
en
unseen_action_name
HR
Onboarding
Kick off equipment and account provisioning for the incoming analyst whose start date is next Monday - laptop build, directory account, desk assignment. Orientation scheduling can wait.
{"hire": {"candidate_id": "NH-2211", "start_date": "2024-04-08", "status": "signed"}}
{"requested_by": "hiring_manager", "skip_orientation": true}
[{"description": "Starts the pre-start equipment and account provisioning workflow for a signed new hire (laptop build, directory account creation, desk assignment). Does not handle orientation scheduling.", "domain": "HR", "family": "EXECUTE", "name": "peopleflow.preboard.logistics.kitkick"}, {"description": "Sends of...
[ "peopleflow.preboard.logistics.kitkick" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009952
en
unseen_action_name
HR
Payroll
Issue a one-off after-tax payment of 750 to a tenured associate to cover a relocation miscellaneous expense - it has to go out on the next supplemental run, not the regular biweekly cycle.
{"employee": {"id": "E-4471", "pay_type": "biweekly"}}
{"amount": 750, "reason": "relocation_misc"}
[{"description": "Creates a single off-cycle manual disbursement entry that posts to the next supplemental pay run, outside the standard biweekly cycle.", "domain": "HR", "family": "CREATE", "name": "compdesk.disbursement.offcycle.push"}, {"description": "Locks pending pay changes into the upcoming regular biweekly pay...
[ "compdesk.disbursement.offcycle.push" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009953
en
unseen_action_name
HR
Performance Management
Bulk-migrate seven years of legacy performance review narratives from the retired appraisal tool into the new analytics warehouse.
{"legacy_system": {"name": "AppraisalVault", "records": "7y_narratives", "retired": true}}
{"requested_by": "hris_admin"}
[{"description": "Opens a new quarterly performance review cycle for a designated employee population.", "domain": "HR", "family": "CREATE", "name": "talentgrid.cycle.quarter.launch"}, {"description": "Collects outstanding peer feedback entries for the currently active review cycle.", "domain": "HR", "family": "EXECUTE...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009955
en
unseen_action_name
HR
Benefits
Add the newborn to the employee's medical plan outside the annual window - the qualifying life event paperwork was validated today.
{"employee": {"id": "E-3308", "qle": {"days_since_event": 12, "type": "birth", "validated": true}}}
{"plan_change": "add_dependent_medical"}
[{"description": "Opens a special enrollment window tied to a validated qualifying life event (birth, marriage, coverage loss) so plan changes can be made outside annual enrollment.", "domain": "HR", "family": "CREATE", "name": "benefitsphere.lifeevent.window.open"}, {"description": "Enters an employee into the annual ...
[ "benefitsphere.lifeevent.window.open" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009956
en
unseen_action_name
HR
Talent Acquisition
Adjudicate the pending background check for the warehouse candidate - mark the two minor traffic findings as not disqualifying and clear them for hire.
{"screening": {"candidate_id": "C-9917", "findings": ["mvr_minor", "mvr_minor"], "status": "results_received"}}
{}
[{"description": "Orders a new background screening package from the vendor for a candidate.", "domain": "HR", "family": "CREATE", "name": "screenline.check.order.vendor"}, {"description": "Fetches current completion status and raw vendor results for an already-ordered screening.", "domain": "HR", "family": "SEARCH", "...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009958
en
unseen_action_name
HR
Talent Acquisition
Requisition ENG-412 is filled - retire it, but keep the silver-medal finalists findable for the next opening.
{"requisition": {"finalists": 6, "id": "ENG-412", "status": "offer_accepted"}}
{}
[{"description": "Marks a filled requisition complete and archives it while routing pipeline finalists into the reusable talent pool.", "domain": "HR", "family": "UPDATE", "name": "hirelane.req.filled.sunset"}, {"description": "Cancels an open requisition and purges all attached candidate submissions from the system.",...
[ "hirelane.req.filled.sunset" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009959
en
unseen_action_name
HR
Offboarding
For the senior engineer leaving in three weeks, stand up the structured handover plan - assign the knowledge-transfer checklist to their named successors.
{"leaver": {"id": "E-7742", "last_day": "2024-05-02", "successors_named": true}}
{}
[{"description": "Generates and assigns a knowledge-transfer handover checklist for a departing employee, distributing tasks to designated receiving employees.", "domain": "HR", "family": "CREATE", "name": "exitpath.leaver.transition.spawn"}, {"description": "Schedules the exit interview between the departing employee ...
[ "exitpath.leaver.transition.spawn" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009960
en
unseen_action_name
HR
Compensation
Budget just got approved - pull the latest market index and approved budget factors into the merit guideline matrix before planners start working.
{"merit_cycle": {"budget_approved": true, "factors_refreshed": false, "matrix_version": "v3", "planning_open": false}}
{}
[{"description": "Rebuilds the merit guideline matrix from the approved budget and refreshed market index inputs, producing a new matrix version for planner use.", "domain": "HR", "family": "EXECUTE", "name": "compverse.guidematrix.refresh.factors"}, {"description": "Freezes the guideline matrix to lock planning parame...
[ "compverse.guidematrix.refresh.factors" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009961
en
unseen_action_name
HR
Employee Relations
Export the raw call logs from the anonymous ethics hotline for the external auditor's annual review.
{"audit": {"scope": "ethics_hotline", "type": "external"}}
{"recipient": "external_auditor"}
[{"description": "Opens a new ethics or whistleblower case from an intake report and assigns a case number.", "domain": "HR", "family": "CREATE", "name": "resolvehr.ethics.intake.register"}, {"description": "Assigns an internal investigator to an open ethics case.", "domain": "HR", "family": "ROUTE", "name": "resolvehr...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009962
en
unseen_action_name
HR
Learning & Development
Assign the refreshed anti-harassment curriculum to all warehouse staff with a hard completion deadline of month-end - completions must be enforceable, not optional.
{"curriculum": {"id": "CUR-AH-2", "version": "refreshed"}, "population_size": 210}
{"deadline": "month_end"}
[{"description": "Binds a curriculum to a population as mandatory with a tracked completion deadline and escalation for non-completion.", "domain": "HR", "family": "EXECUTE", "name": "skillforge.curricula.mandate.bind"}, {"description": "Enrolls individuals into elective courses without any completion enforcement.", "d...
[ "skillforge.curricula.mandate.bind" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009963
en
unseen_action_name
HR
HR Analytics
Model what headcount looks like if we freeze backfills in Operations for two quarters - run it as a what-if, do not touch the official plan.
{"workforce_plan": {"status": "published", "version": "FY24-3"}}
{"org_unit": "Operations", "policy": "backfill_freeze", "quarters": 2}
[{"description": "Runs a non-destructive workforce simulation against a hypothetical policy such as a hiring freeze, returning projected headcount and cost without altering the official plan.", "domain": "HR", "family": "EXECUTE", "name": "insighthr.plan.scenario.sandbox"}, {"description": "Publishes the official workf...
[ "insighthr.plan.scenario.sandbox" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009964
en
unseen_action_name
HR
Leave Management
Log today's four-hour intermittent absence against the certified FMLA case - the medical certification is already on file.
{"leave_case": {"case_id": "FMLA-3391", "certification": "on_file", "type": "intermittent"}}
{"absence_hours": 4}
[{"description": "Posts a partial-day absence against an open intermittent FMLA case, decrementing the certified entitlement balance.", "domain": "HR", "family": "CREATE", "name": "leavewise.case.intermittent.post"}, {"description": "Opens a continuous multi-day leave case and triggers certification outreach.", "domain...
[ "leavewise.case.intermittent.post" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009965
en
unseen_action_name
HR
Employee Relations
Case ER-1207 meets the harassment severity threshold - move it under legal hold so nothing in the file can be deleted.
{"er_case": {"case_id": "ER-1207", "category": "harassment", "legal_review_required": true, "severity": "high", "status": "under_investigation"}}
{}
[{"description": "Places an employee-relations case under legal hold, freezing all case records and routing oversight to employment counsel.", "domain": "HR", "family": "ROUTE", "name": "resolvehr.cases.legalhold.raise"}, {"description": "Reassigns the case to a different internal investigator.", "domain": "HR", "famil...
[ "resolvehr.cases.legalhold.raise" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009966
en
unseen_action_name
HR
HRIS / Employee Data
Auditors need to see exactly who changed the cost-center field on employee 4412's record over the past two years, with before and after values.
{"audit_window": "24_months", "employee": {"id": "E-4412"}, "field": "cost_center"}
{"requester": "internal_audit"}
[{"description": "Exports field-level change history for a single employee record, including actor, timestamp, and before/after values within a specified window.", "domain": "HR", "family": "SEARCH", "name": "corehr.records.fieldhistory.dredge"}, {"description": "Updates demographic or job fields on an employee record....
[ "corehr.records.fieldhistory.dredge" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009967
en
unseen_action_name
HR
Succession Planning
Ahead of the board review, run the bench-strength evaluation for the VP layer so we can see ready-now versus ready-later gaps per role.
{"last_assessment": "14_months_ago", "leadership_tier": "VP"}
{"readiness_bands": ["ready_now", "ready_later"]}
[{"description": "Executes the bench-strength readiness assessment across a leadership tier, scoring each role on successor depth and readiness bands.", "domain": "HR", "family": "EXECUTE", "name": "successionlab.bench.readiness.survey"}, {"description": "Submits an individual as a successor nominee for a specific role...
[ "successionlab.bench.readiness.survey" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009968
en
unseen_action_name
HR
Immigration & Work Authorization
File the PERM labor certification paperwork for the engineer we are sponsoring - submit the application to the labor authority.
{"employee": {"id": "E-6109", "sponsorship_track": "PERM", "stage": "filing_ready"}}
{}
[{"description": "Completes employer I-9 Section 2 verification with reviewed document results.", "domain": "HR", "family": "UPDATE", "name": "workpass.i9.section2.complete"}, {"description": "Submits an E-Verify eligibility case for a newly hired employee.", "domain": "HR", "family": "EXECUTE", "name": "workpass.everi...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009969
en
unseen_action_name
HR
Talent Acquisition
OFR-9931 has been sitting past its 48-hour approval SLA - push it over the department executive for sign-off.
{"offer": {"approval_sla_hours": 48, "hours_pending": 71, "level": "L5", "offer_id": "OFR-9931"}}
{}
[{"description": "Escalates a stalled offer approval to the department executive when the approval SLA threshold is exceeded.", "domain": "HR", "family": "ROUTE", "name": "hirelane.offer.approval.exec.bump"}, {"description": "Routes an offer through its standard approval chain as configured on the requisition.", "domai...
[ "hirelane.offer.approval.exec.bump" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009970
en
unseen_action_name
HR
Payroll
Third-quarter commissions were shorted for the sales pod - recompute the Q3 earnings variances and queue the differences for payout.
{"prior_period": {"quarter": "Q3", "status": "closed", "variance_source": "commission_shortfall"}}
{"affected_group": "sales_pod_2"}
[{"description": "Reprocesses a closed prior pay period, computing earnings variances and queueing retroactive payments for the affected employees.", "domain": "HR", "family": "EXECUTE", "name": "paycore.periods.retro.reprocess"}, {"description": "Issues an ad-hoc standalone supplemental payment that is not derived fro...
[ "paycore.periods.retro.reprocess" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009971
en
unseen_action_name
HR
Org Design
The support lead role has grown in scope - reclassify the position from IC3 to IC4 effective the first of next month.
{"position": {"current_level": "IC3", "id": "P-1180", "incumbent": "E-5521"}}
{"effective_date": "2024-06-01"}
[{"description": "Reclassifies an existing position to a different job level or grade with a stated effective date, preserving the incumbent.", "domain": "HR", "family": "UPDATE", "name": "orgmapper.positions.reclass.step"}, {"description": "Creates a new vacant position draft in the org tree.", "domain": "HR", "family...
[ "orgmapper.positions.reclass.step" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009972
en
unseen_action_name
HR
HRIS / Employee Data
Transfer the fourteen members of the dissolved retail-media team to the Growth org unit in one shot, keeping their existing managers.
{"source_unit": {"headcount": 14, "name": "retail-media", "status": "dissolved"}, "target_unit": "Growth"}
{"preserve_managers": true}
[{"description": "Bulk-moves a list of employees to a target org unit in a single transaction, optionally preserving or reassigning their managers.", "domain": "HR", "family": "UPDATE", "name": "peoplepop.roster.mass.transfer"}, {"description": "Transfers a single employee to another org unit.", "domain": "HR", "family...
[ "peoplepop.roster.mass.transfer" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009974
en
unseen_action_name
HR
Payroll
Compute and remit this month's employer payroll taxes to the tax authority before Friday.
{"period": {"month": "current", "remittance_due": "Friday"}}
{"authority": "tax_agency"}
[{"description": "Renders a gross-to-net preview for an upcoming payroll run without any payment or filing.", "domain": "HR", "family": "SEARCH", "name": "paycore.grossnet.preview.render"}, {"description": "Reissues a corrected W-2 for a prior tax year to an employee.", "domain": "HR", "family": "EXECUTE", "name": "pay...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009975
en
unseen_action_name
HR
Performance Management
During calibration the committee agreed - record the disputed product manager into the high-performance, high-potential cell manually.
{"calibration": {"session_id": "CAL-2215", "status": "in_calibration"}, "employee": {"id": "E-8814", "role": "product_manager"}}
{"committee_decision": true, "target_cell": "high_perf_high_pot"}
[{"description": "Manually overrides an employee's nine-box cell placement following a committee decision, recording the override reason.", "domain": "HR", "family": "UPDATE", "name": "talentgrid.ninebox.cell.placement.override"}, {"description": "Renders the current nine-box grid view for the calibration population.",...
[ "talentgrid.ninebox.cell.placement.override" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009976
en
unseen_action_name
HR
Time & Attendance
The associate says hours were never keyed for last week and the sheet is already locked - reopen it so they can enter the hours themselves.
{"timesheet": {"employee_requested_reopen": true, "period": "2024-W37", "status": "locked"}}
{}
[{"description": "Grants a timesheet lock exception for a closed period, reopening the sheet so the employee can enter their own hours.", "domain": "HR", "family": "UPDATE", "name": "chronos.timesheet.locklift.grant"}, {"description": "Bulk-approves submitted timesheets for an entire team.", "domain": "HR", "family": "...
[ "chronos.timesheet.locklift.grant" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009977
en
unseen_action_name
HR
Wellness
After the critical-incident debrief, get the dispatcher set up with the employee assistance counseling referral.
{"incident": {"debrief_complete": true, "employee": "E-2098", "type": "critical"}}
{}
[{"description": "Issues a confidential employee-assistance counseling referral with provider contacts to an individual following a critical incident.", "domain": "HR", "family": "NOTIFY", "name": "carehub.eap.referral.dispatch"}, {"description": "Launches an org-wide wellness challenge campaign.", "domain": "HR", "fam...
[ "carehub.eap.referral.dispatch" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009978
en
unseen_action_name
HR
HR Analytics
Retrain the attrition-prediction model on the last eight quarters of data - the drift alerts say it has gone stale.
{"ml_model": {"drift_alerts": 3, "last_trained": "8_quarters_ago", "name": "attrition_predictor"}}
{}
[{"description": "Produces a roster of employees ranked by predicted attrition risk using the currently deployed model.", "domain": "HR", "family": "SEARCH", "name": "insighthr.attrition.risk.roster"}, {"description": "Renders the standard headcount dashboard.", "domain": "HR", "family": "SEARCH", "name": "insighthr.da...
[]
true
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009979
en
unseen_action_name
HR
Compensation
The 2025 refresh window is open - issue the annual equity refresh grants to the eligible L4-and-above population per the approved allocation.
{"equity_admin": {"allocation_approved": true, "eligible_population": "L4+", "plan_year": "2025", "refresh_window": "open"}}
{}
[{"description": "Executes the annual refresh grant cycle, allocating equity awards to the eligible population per approved refresh guidelines.", "domain": "HR", "family": "EXECUTE", "name": "compverse.equity.refresh.cycle.grant"}, {"description": "Issues a new-hire equity onboarding grant to an individual outside any ...
[ "compverse.equity.refresh.cycle.grant" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009980
en
unseen_action_name
HR
Onboarding
Pair each of the four March new hires with a tenured colleague who will check in on them across their first ninety days.
{"cohort": {"month": "March", "new_hires": 4}, "program": {"name": "first_90_days", "tenured_pool": 40}}
{}
[{"description": "Pairs designated new hires with tenured employees as onboarding buddies for a defined engagement window such as the first ninety days.", "domain": "HR", "family": "CREATE", "name": "peopleflow.onboarding.buddy.match.bind"}, {"description": "Assigns a long-term career mentor, distinct from the short-wi...
[ "peopleflow.onboarding.buddy.match.bind" ]
false
{"category": "unseen_action_name", "domain_batch": "HR", "generation_model": "glm-5.3", "seed_id": "2900c33737048da24edcac23", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "2900c33737048da24edcac23"}
v1-hard-0009981
en
unseen_action_name
Finance
AP
Show me all the supplier invoices that are still unpaid and above $10,000.
{"ap_module": "active", "user_role": "ap_clerk"}
{}
[{"description": "Lists open (unpaid) supplier invoices in Accounts Payable with filters for minimum amount and due date.", "domain": "Finance", "family": "SEARCH", "name": "fin.ap.invoices.open.list"}, {"description": "Queries the vendor master directory for supplier contact and banking profiles.", "domain": "Finance"...
[ "fin.ap.invoices.open.list" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009982
en
unseen_action_name
Finance
GL
Post the March accrual journal entry to the general ledger now.
{"journal_entry_id": "JE-2088", "journal_status": "DRAFT", "ledger_period": "OPEN"}
{}
[{"description": "Finalizes a drafted journal entry and posts it to the general ledger, making it immutable for the open period.", "domain": "Finance", "family": "EXECUTE", "name": "ledger.gl.entries.finalize_post"}, {"description": "Creates a new journal entry in DRAFT status without any effect on the ledger.", "domai...
[ "ledger.gl.entries.finalize_post" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009983
en
unseen_action_name
Finance
AR
Apply the payment we just received from Northwind Retail against their outstanding invoices.
{"customer": "Northwind Retail", "unallocated_receipt_id": "RCPT-4410"}
{}
[{"description": "Applies an unallocated customer receipt to specific open invoices, oldest due date first unless overridden.", "domain": "Finance", "family": "UPDATE", "name": "ar.receipts.allocate_open_items"}, {"description": "Registers a newly captured customer payment as an unallocated receipt in the AR ledger.", ...
[ "ar.receipts.allocate_open_items" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009984
en
unseen_action_name
Finance
Payments
Release payment batch PR-0093 to the bank for disbursement.
{"batch_status": "PENDING_APPROVAL", "payment_policy": {"current_approvals": 1, "required_approvals": 2}}
{}
[{"description": "Previews which invoices a batch would pay, without initiating any bank transfer.", "domain": "Finance", "family": "EXECUTE", "name": "payments.batch.dry_run_preview"}, {"description": "Cancels a payment batch or places it on hold, stopping any disbursement.", "domain": "Finance", "family": "UPDATE", "...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009985
en
unseen_action_name
Finance
Close
Lock the December 2024 ledger period as part of the year-end close.
{"period": "2024-12", "period_status": "OPEN"}
{}
[{"description": "Locks a ledger period so no further postings can be made; used during month-end and year-end close.", "domain": "Finance", "family": "UPDATE", "name": "fin.close.period.seal"}, {"description": "Reopens a previously locked ledger period to allow late postings.", "domain": "Finance", "family": "UPDATE",...
[ "fin.close.period.seal" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009986
en
unseen_action_name
Finance
Tax
Look up the VAT rates currently in effect for Germany that we should apply on invoices.
{"jurisdiction": "DE"}
{}
[{"description": "Retrieves the effective tax rates for a jurisdiction and date, used when calculating invoice tax.", "domain": "Finance", "family": "SEARCH", "name": "tax.rates.retrieve_by_jurisdiction"}, {"description": "Generates a VAT return filing document for a chosen reporting period.", "domain": "Finance", "fam...
[ "tax.rates.retrieve_by_jurisdiction" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009987
en
unseen_action_name
Finance
Treasury-FX
Capture today's EUR to USD exchange rate into the official table we use for consolidation.
{"base_currency": "EUR", "consolidation_currency": "USD"}
{}
[{"description": "Captures the daily FX rates into the official rate table used for consolidation and translation.", "domain": "Finance", "family": "EXECUTE", "name": "fx.rates.daily_snapshot_capture"}, {"description": "Looks up historical FX rates by currency pair and past date.", "domain": "Finance", "family": "SEARC...
[ "fx.rates.daily_snapshot_capture" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009988
en
unseen_action_name
Finance
Expenses
Send my Chicago client trip expense claim into the approval workflow.
{"claim_id": "CLM-552", "claim_status": "DRAFT", "policy_check": "PASSED"}
{}
[{"description": "Moves a drafted expense claim into the manager approval workflow.", "domain": "Finance", "family": "ROUTE", "name": "exp.claims.submit_for_approval"}, {"description": "Runs expense policy compliance checks on claim lines without submitting them.", "domain": "Finance", "family": "EXECUTE", "name": "exp...
[ "exp.claims.submit_for_approval" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009990
en
unseen_action_name
Finance
Reconciliation
Automatically match this morning's imported bank lines against our open payables and receivables.
{"auto_match_threshold": "default", "imported_lines": 412}
{}
[{"description": "Runs the automatic matching engine to reconcile imported bank statement lines against open AP payments and AR receipts.", "domain": "Finance", "family": "EXECUTE", "name": "recon.engine.automatic_match_run"}, {"description": "Generates a report of reconciliation breaks that remain unmatched after a ru...
[ "recon.engine.automatic_match_run" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009991
en
unseen_action_name
Finance
FixedAssets
Run the monthly depreciation for everything in the IT Equipment asset class.
{"asset_class": "IT-EQUIP", "period_status": "OPEN"}
{}
[{"description": "Calculates and posts monthly depreciation expense for assets in a given class for the open period.", "domain": "Finance", "family": "EXECUTE", "name": "fa.depreciation.monthly_run"}, {"description": "Registers a new fixed asset into the asset register.", "domain": "Finance", "family": "CREATE", "name"...
[ "fa.depreciation.monthly_run" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009992
en
unseen_action_name
Finance
AR
Give customer Acme a $2,400 credit for the goods they returned against invoice INV-7741.
{"customer": "Acme", "invoice": "INV-7741", "return_recorded": true}
{}
[{"description": "Issues a credit note against an existing customer invoice, reducing the open balance by the credited amount.", "domain": "Finance", "family": "CREATE", "name": "ar.credit_notes.issue_against_invoice"}, {"description": "Disburses a cash refund to the customer's original payment method.", "domain": "Fin...
[ "ar.credit_notes.issue_against_invoice" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009993
en
unseen_action_name
Finance
Budgeting
Shift $50,000 of remaining FY25 budget from the Marketing cost center to the Events cost center.
{"fiscal_year": "FY25", "total_budget_locked": true}
{}
[{"description": "Creates a budget transfer moving funds between cost centers without changing the overall budget total.", "domain": "Finance", "family": "UPDATE", "name": "budgets.transfers.reallocate_between_centers"}, {"description": "Amends the approved total budget amount for a cost center, increasing overall spen...
[ "budgets.transfers.reallocate_between_centers" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009994
en
unseen_action_name
Finance
AP
Change the bank account number for vendor Hilltop Supply so future payments go to the new account.
{"policy": {"assistant_channel_permitted": false, "bank_detail_changes": "dual_verification_via_vendor_portal_only"}}
{}
[{"description": "Edits vendor contact details such as email, phone, and billing address in the vendor master.", "domain": "Finance", "family": "UPDATE", "name": "vendors.master.data.edit_contact"}, {"description": "Starts the onboarding workflow for a brand-new vendor.", "domain": "Finance", "family": "CREATE", "name"...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009995
en
unseen_action_name
Finance
Treasury
Build the rolling 13-week cash flow forecast from our current treasury positions.
{"banks_connected": 4, "last_forecast": "3_weeks_ago"}
{}
[{"description": "Generates a rolling 13-week cash flow forecast from bank balances, AP due dates, and expected AR receipts.", "domain": "Finance", "family": "EXECUTE", "name": "tre.cash.forecast_13w_generate"}, {"description": "Produces a same-day cash position snapshot of balances across connected accounts.", "domain...
[ "tre.cash.forecast_13w_generate" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009996
en
unseen_action_name
Finance
GL-Approvals
Send adjusting journal entry JE-3112 through the approval chain it requires.
{"amount": 240000, "approval_policy": {"above_threshold_route": "controller", "controller_threshold": 100000}, "journal_entry": "JE-3112"}
{}
[{"description": "Routes a journal entry to the controller approval queue; used when the entry amount exceeds the controller-approval threshold.", "domain": "Finance", "family": "ROUTE", "name": "gl.approvals.route_to_controller"}, {"description": "Routes a journal entry to the line manager approval queue for entries b...
[ "gl.approvals.route_to_controller" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009997
en
unseen_action_name
Finance
AP
Before I key it in, check whether we already have an invoice from Kantor Logistics with their number KL-90877.
{"vendor": "Kantor Logistics", "vendor_invoice_number": "KL-90877"}
{}
[{"description": "Screens for existing supplier invoices by vendor plus invoice number to catch duplicates before entry.", "domain": "Finance", "family": "SEARCH", "name": "ap.duplicates.preentry_screen"}, {"description": "Registers a brand-new supplier invoice into AP.", "domain": "Finance", "family": "CREATE", "name"...
[ "ap.duplicates.preentry_screen" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009998
en
unseen_action_name
Finance
AR
Send Deltaware their account statement covering last quarter.
{"customer": "Deltaware", "overdue_balance": 0}
{}
[{"description": "Generates and emails a customer account statement covering a chosen period.", "domain": "Finance", "family": "NOTIFY", "name": "ar.statements.customer_period_send"}, {"description": "Generates the internal AR aging report bucketing receivables by days overdue.", "domain": "Finance", "family": "SEARCH"...
[ "ar.statements.customer_period_send" ]
false
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": false}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}
v1-hard-0009999
en
unseen_action_name
Finance
PaymentOps
Reverse the already-posted settlement batch from gateway GWP-2.
{"gateway": "GWP-2", "settlement_batch_status": "POSTED"}
{}
[{"description": "Reconciles gateway settlement reports against bank deposits without altering posted batches.", "domain": "Finance", "family": "EXECUTE", "name": "ps.settlements.report_reconcile"}, {"description": "Authorizes a new card charge against a customer payment instrument.", "domain": "Finance", "family": "EX...
[]
true
{"category": "unseen_action_name", "domain_batch": "Finance", "generation_model": "glm-5.3", "seed_id": "edf4b41076c4b599d1bbe1b5", "seed_source_split": "train", "synthetic": true, "teacher_verified": true, "verification_issue": ""}
{"curated_by": "yasserrmd", "generation_method": "category_domain_parallel_hard_synthesis_v1", "generation_model": "glm-5.3", "source_dataset": "yasserrmd/enterprise-reflex-dataset", "source_row_id": "edf4b41076c4b599d1bbe1b5"}