Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Sales Forecast Meeting - Must Align Before Tomorrow's Earnings Call Prep
Body: Hi, I'm seeing discrepancies between the pipeline numbers your team submitted and what's in Salesforce. We need to reconcile before I present to the CFO tomorrow morning for earnings call preparation. Can we get 30 minutes today? I have openings at 3 PM or 4:30 PM. If neither works, I'll stay late - this has to happen today. Best, Steve Park RevOps Director

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"RevOps Director Steve Park requests a 30-minute meeting today to reconcile pipeline discrepancies before tomorrow's CFO earnings call prep.","reason":"Time-sensitive business request requiring direct scheduling confirmation today."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Furious customer - 3rd failed delivery of time-sensitive medication
Body: Logistics escalation needed. Customer Patricia Walsh has now had THREE failed delivery attempts for her insulin supply. She's a diabetic and is running out of her current supply by tomorrow. Each time she's been home and says no delivery attempt was actually made despite the tracking showing 'attempted.' She's crying on the phone and says she'll have to go to the ER if she doesn't get her medication. Can we arrange an emergency same-day courier or connect her with a local pharmacy partner? I don't have the authority to authorize emergency shipping. Order #RX-882910 Address verified correct. Please call her at 555-677-3021. - Nina, Customer Support

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"Customer Patricia Walsh faces a medical emergency due to three failed insulin deliveries; same-day courier authorization needed urgently.","reason":"Life-threatening medication shortage requires immediate escalation to logistics and management with authority to act."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: ⚠ Your Apple ID was used to sign in on a new device
Body: Dear Apple User, Your Apple ID (associated with this email) was used to sign in to iCloud on a Windows PC located in Lagos, Nigeria. If this wasn't you, your account is at risk. Secure your account now: http://apple-id-secure-verify.xyz/restore You must act within 12 hours or your iCloud data including photos and documents will be permanently deleted as a security measure. Apple Security Team

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Phishing email impersonating Apple Security, claiming suspicious sign-in and threatening data deletion with a suspicious link.","reason":"Classic phishing scam with fake urgency, threat, and non-Apple domain link."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Mileage program points about to expire - action needed
Body: Hi James, Friendly reminder that your corporate Hilton Honors points (approximately 47,000) are set to expire on April 1st due to 18 months of account inactivity. That's roughly $235 in hotel value. You can prevent expiration by making any qualifying transaction before that date — even a small points transfer or online purchase through their shopping portal counts. Worth preserving given your upcoming travel schedule. Let me know if you need help, Travel Admin

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Travel Admin alerts James that 47,000 Hilton Honors points expire April 1st due to inactivity and suggests simple actions to preserve them.","reason":"Time-sensitive loyalty points expiration requires owner to decide whether to act before the deadline."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Thanksgiving plans this year?
Body: I know it's a bit early to ask but I'm trying to plan ahead. Are you staying local for Thanksgiving or heading to your parents' place? If you're around, we might do a Friendsgiving potluck at our place. Would love to have you there if you're free. Just trying to get a rough headcount.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Friend asking about Thanksgiving plans and potential Friendsgiving potluck attendance.","reason":"Personal invitation requiring a direct response about availability."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Racist content appearing in AI-generated responses to our customers
Body: This is extremely urgent and sensitive. We are using your AI chatbot product for customer service and in the last hour, multiple customers have reported receiving responses containing racist and offensive language. I have screenshots from 4 separate incidents. We have disabled the chatbot but the damage is done - two customers have already posted screenshots on Twitter. We need your AI safety team and a PR contact immediately. We are a healthcare company and this is devastating to our brand. Maria Santos Chief Experience Officer, CareFirst Health

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"A healthcare company's CXO reports their AI chatbot generated racist responses to customers, with incidents already spreading on social media.","reason":"Active brand crisis with social media exposure requires immediate AI safety and PR escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: FCPA Violation Concerns - Brazil Subsidiary Payments
Body: PRIVILEGED AND CONFIDENTIAL During a routine review of our Brazilian subsidiary's expense reports, internal audit identified $890K in payments to a consulting firm that appears to be connected to local government officials involved in our permitting process. The payments are documented as "regulatory advisory services" but we cannot locate any work product or signed engagement letters. Given the FCPA implications and potential DOJ/SEC enforcement exposure, this needs immediate escalation. Financial penalties for violations can reach hundreds of millions. I recommend engaging outside counsel and consider voluntary disclosure. Need guidance from the CFO and General Counsel today. Michael Torres Chief Compliance Officer

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"CCO reports potential FCPA violation involving $890K in suspicious payments to a consulting firm linked to government officials in Brazil.","reason":"Serious legal and regulatory exposure requires immediate routing to CFO, General Counsel, and outside counsel."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Grant Funding Disbursement - Documentation Deadline Friday
Body: Hi Dr. Morrison, The DOE grant office has confirmed they'll release the second tranche of funding ($1.8M) on the condition we submit our updated spending plan and certifications by this Friday at 5 PM. I've prepared most of the documentation but need your signature on the PI certification form and the revised budget narrative. Can you review and return these to me by Thursday at the latest? A delay would push our disbursement out by 6-8 weeks. Thank you, Amber Fitzgerald Sponsored Programs Finance

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Sponsored Programs Finance requests Dr. Morrison's signature on grant documents by Thursday to meet a Friday DOE funding deadline.","reason":"Time-sensitive action required from recipient to avoid significant funding delay."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Wells Fargo Alert: Card ending in 4521 blocked after suspicious activity
Body: Dear Customer, Your debit card ending in 4521 has been blocked due to multiple unauthorized transaction attempts totaling $6,230.00. For your protection, all transactions have been declined. To unblock your card and review the flagged transactions, please verify your identity: http://wellsfargo-card-verify.info/unblock If we do not hear from you within 3 hours, your account will be frozen pending investigation. Wells Fargo Fraud Department

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Purported Wells Fargo fraud alert urging urgent card verification via a suspicious external link.","reason":"Classic phishing scam with fake urgency and non-official verification link."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Moving tomorrow - furniture delivery rescheduled without my consent
Body: I just received a notification that my furniture delivery (order #FRN-7823, $3,400 total) has been pushed back by TWO WEEKS. I'm moving into my new apartment TOMORROW and planned everything around this delivery date. I have no furniture otherwise - no bed, no couch, nothing. I was given a confirmed delivery window of March 15, 9am-1pm. I need this delivery to happen as originally scheduled or I need to know what alternatives you can offer. Please call me: 555-293-8471 Sophie Laurent

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Customer Sophie Laurent reports her furniture delivery was rescheduled without consent, one day before her move-in date.","reason":"Urgent customer complaint requiring immediate support or logistics team intervention."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Payroll Funding Shortfall - Immediate Attention Required
Body: URGENT Hi Brian, We're $340K short in the payroll funding account for Friday's disbursement. The shortfall is due to the delayed receipt of the Apex Industries payment we were expecting Monday. I need authorization to transfer funds from the operating reserve account to cover payroll. Can you approve this transfer in the next two hours so I can process it with the bank before their cutoff? Thank you, Maria Santos Payroll Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.82,"summary":"Payroll Director Maria Santos requests urgent authorization to transfer $340K from operating reserve to cover Friday payroll shortfall.","reason":"Time-sensitive financial authorization request requires immediate routing to appropriate decision-maker."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Budget Reallocation Request for Engineering Headcount
Body: Hi, Given the acceleration of the Platform 2.0 timeline, I need to request a $320K budget reallocation from the marketing reserve to fund three additional senior engineering hires this quarter. Without this, we risk missing the November launch date, which has revenue implications for Q4. Can you approve this shift, or should we schedule a call with the leadership team to discuss alternatives? I'd appreciate a response today if possible. Best, Jordan Mitchell VP of Engineering

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.87,"summary":"VP of Engineering requests $320K budget reallocation from marketing to fund three senior engineering hires this quarter.","reason":"Significant financial decision requiring leadership or finance team approval beyond standard inbox action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: CEO wants a meeting with your team - this week only
Body: Hi Marcus, Just got out of a call with Rebecca (CEO). She wants to meet with your entire product team this week to discuss the pivot in our go-to-market strategy. She's only available Wednesday 3-4:30 PM or Friday 9-10:30 AM. Given how rarely she's available for these deep-dives, I'd strongly recommend making one of these slots work. Can you confirm which works and who from your team will attend? Thanks, Aisha Patel Executive Assistant to the CEO

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"CEO's executive assistant requests confirmation of a meeting slot this week to discuss go-to-market strategy pivot.","reason":"Requires a direct response to confirm meeting time and attendees."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Re: Subscription auto-renewed despite cancellation - customer disputing with bank
Body: Need this forwarded to billing and retention. Long-time customer Diane Kowalski (8 years) cancelled her annual subscription on January 3rd and has confirmation email proof. We still charged her $2,400 on Feb 1st for the annual enterprise renewal. She's already filed a chargeback with her bank and says she'll never do business with us again. Her account shows the cancellation was processed but the billing system didn't pick it up. This is the third case like this I've seen this week - possible systemic issue.

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Long-term customer was wrongly charged $2,400 after confirmed cancellation and has filed a bank chargeback; possible systemic billing issue.","reason":"Urgent billing error with chargeback and potential systemic problem requires immediate routing to billing and retention teams."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: get your medicines from us .
Body: cheap viagra and other drugs such as soma , llpitor , celebrex , vallum , xanax , and more . we believe ordering medlcation should be as simple as ordering anything else on the net . no doctor consultatlon needed . safe , private and easy . shipped to the whole world . look here and save : http : / / 4 hbedomain . com / the link below is for people who hate adv . . . . http : / / 4 hbedomain . com / o . php

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email advertising cheap prescription drugs with no doctor consultation required.","reason":"Classic pharmaceutical spam with no legitimate business purpose."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: research tip
Body: hello vince : my name is fati liamidi . i work as an associate in the urm group in ees . i have come up with an value proposition which i think could make sense for my group and wanted to run it by one of your colleagues to see if they could help me out in terms of pricing . would you mind directing me toward somebody in your group who would be willing to talk to me ? the idea involves options . thanks you very much in advance . fati liamidi 3 - 4563

Output: {"triage":"escalate","priority":"normal","should_process":true,"confidence":0.82,"summary":"Fati Liamidi from the URM group seeks a pricing contact in Vince's group to discuss an options-related value proposition.","reason":"Message requests routing to a specific colleague for pricing discussion, requiring escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: all graphics software available , cheap oem versions .
Body: good morning , we we offer latest oem packages of all graphics and publishinq software from corel , macromedia , adobe and others . $ 80 adobe photoshop 8 . 0 / cs $ 140 macromedia studio mx 2004 $ 120 adobe acrobat 7 . 0 professional $ 150 adobe premiere pro 1 . 5 $ 90 corel desiqner 10 $ 90 quickbooks 2004 professional edition $ 75 adobe pagemaker 7 . 0 $ 70 xara x vl . 1 $ 75 adobe audition 1 . 5 $ 90 discreet 3 d studio max 7 $ 115 adobe golive cs $ 135 adobe after effects 6 . 5 standard $ 45 adobe premiere elements $ 125 corel painter lx $ 80 adobe liiustrator cs $ 80 adobe indesiqn cs $ 240 adobe creative suite $ 140 adobe framemaker 7 . 1 $ 50 uiead cooi 3 d production studio 1 . 0 . 1 $ 90 alias motion buiider 6 professionai $ 30 quicken 2004 premier home & biz $ 30 adobe photoshop elements 3 . 0 $ 110 adobe premiere pro 7 . 0 learn more . . . sincerely , florentina

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited bulk email advertising cheap OEM software packages from various vendors at discounted prices.","reason":"Classic spam promoting pirated or counterfeit software; no legitimate action required."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Need face time with you before the earnings call - please make this work
Body: Janet, I have some concerns about the guidance numbers we're planning to share on the earnings call next week. I'd rather discuss this in person than over email. Are you free for lunch or a coffee meeting tomorrow or Thursday? I wouldn't push this if it weren't important. The analyst consensus is already shaky and I want to make sure we're not setting ourselves up for a miss next quarter. Let me know. Steve Morrison VP, Financial Planning & Analysis

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"VP of FP&A Steve Morrison requests an urgent in-person meeting before next week's earnings call over guidance number concerns.","reason":"Time-sensitive earnings call issue requires direct scheduling response from Janet."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: duke energy deal # 387571
Body: please verify if duke deal # 387571 should be on hpl meter # 1040 . this purchase normally occurs on centana meter # 77455 . last month , duke deal # 351653 was changed due to the meter . please let me know if you have any questions . thanks , rebecca

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.87,"summary":"Rebecca asks for verification of whether Duke Energy deal #387571 should be on HPL meter #1040 or Centana meter #77455.","reason":"Direct question requiring the mailbox owner to verify and respond with a decision."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Budget Variance - $180K Overspend in Marketing Department
Body: Dear CFO, During our monthly close process, we identified a significant budget variance in the Marketing department. They've overspent their Q3 allocation by $180,000, primarily driven by unplanned digital campaign costs and agency fees. I need your guidance on how to handle this — should we reallocate from the contingency fund, or do we need to escalate to the executive team for additional budget approval? Please advise at your earliest convenience as I need to finalize the reports by end of day tomorrow. Best regards, David Chen Financial Planning & Analysis

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"FP&A analyst David Chen reports a $180K Q3 marketing overspend and requests CFO guidance on reallocation or executive escalation before tomorrow's deadline.","reason":"Significant financial variance requiring CFO decision warrants immediate escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: PayPal: Unusual activity detected - Account limited
Body: Hello, We've noticed unusual activity in your PayPal account. A payment of $847.99 was attempted to an unknown recipient. We've temporarily limited your account. To restore access, please confirm your information within 12 hours: http://paypal-resolve-dispute.serveftp.com/verify If you don't respond, the transaction will be processed and your account will remain locked. PayPal Resolution Center

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Fake PayPal phishing email claiming unusual account activity and urging urgent verification via suspicious link.","reason":"Classic phishing scam with fake urgency and non-PayPal domain link."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Vet recommendations for your sister's new puppy
Body: Hey! Remember you mentioned your sister just adopted a golden retriever? I asked around and got three great vet recommendations in her area: Dr. Patel at Greenview Animal Clinic, Riverside Pet Hospital (ask for Dr. Chen), and Pawsitive Care on 5th Avenue. All are accepting new patients. Can you pass these along to her? Congrats to her on the new addition!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"A friend shares three local vet recommendations for the recipient's sister's new golden retriever puppy.","reason":"Personal message requesting the recipient pass along information warrants a reply."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: start date : 12 / 14 / 01 ; hourahead hour : 21 ;
Body: start date : 12 / 14 / 01 ; hourahead hour : 21 ; no ancillary schedules awarded . no variances detected . log messages : parsing file - - > > o : \ portland \ westdesk \ california scheduling \ iso final schedules \ 2001121421 . txt

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Automated system log message reporting no ancillary schedules awarded and no variances for a specific scheduling hour.","reason":"Routine automated log notification requiring no action or response."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: re : spring 2001 schematic
Body: kathy , what is embanet ? do i have access from the outside ? vince kaminski kathy spradling on 01 / 11 / 2001 11 : 01 : 48 am to : ( recipient list suppressed ) cc : cmiller @ rice . edu , castro @ rice . edu , spradlin @ rice . edu subject : spring 2001 schematic spring 2001 faculty , the spring 2001 schematic has been posted to embanet . to access the schematic please open the jgsm area icon on the embanet desktop . next please open the announcement jgsm icon . you will find the spring 2001 schematic located under the subject column . please open the document . if you do not have access to embanet you will need to speak with david kilgore at kilgore @ rice . edu or by calling david at 713 - 348 - 5378 . thanks , kathy kathy m . spradling mba program coordinator jesse h . jones graduate school of management rice university 6100 main street , ms 531 houston , texas 77005 - 1892 phone : ( 713 ) 348 - 3313 fax : ( 713 ) 348 - 5251 email : spradlin @ rice . edu http : / / www . rice . edu / jgs e - mail : spradlin @ rice . edu http : / / www . ruf . rice . edu / ~ jgs /

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Vince Kaminski asks Kathy what Embanet is and whether he has outside access to view the spring 2001 schematic.","reason":"Sender has a direct question requiring a response from the mailbox owner."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Summer camp registration opens next week
Body: Hi! Just got the email from Camp Pinewood that early registration opens Monday at 8am. Last year it filled up in two days so I wanted to give you a heads up. The dates are June 16 - July 11 for the 8-12 age group. Cost is $1,200 for the full session or $650 per two-week block. I know Lisa was interested in sending her kids too - can you make sure she sees this? The registration link goes live at campinewood.example.org/register.

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Friend shares Camp Pinewood early registration opens Monday with pricing and dates for ages 8-12.","reason":"Time-sensitive heads-up requiring action and forwarding to Lisa warrants manual review."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: CTO 1:1 Request - Architecture Decision Blocking Sprint
Body: Hey, I really need 30 minutes with you before Thursday's sprint planning. The team is blocked on the database architecture decision and we have two competing proposals. Without your sign-off, 14 engineers will have nothing to work on next sprint. I've already postponed this twice and the delivery timeline for the Q1 launch is now at serious risk. Please - any slot today or tomorrow works. Thanks, Mike Reeves Engineering Manager, Platform Team

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Engineering Manager Mike Reeves urgently requests a 30-minute meeting before Thursday to unblock a database architecture decision affecting 14 engineers.","reason":"Time-sensitive blocker requiring direct response to schedule a meeting before sprint planning."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Layover too short - connection risk for Frankfurt flight
Body: Hi Travel Team, Looking at the itinerary you sent for my Frankfurt trip on Dec 5, I'm concerned about the 55-minute connection in Philadelphia. I've missed connections there twice before due to terminal changes and long walks. Given that I'm presenting at the client site the morning after arrival, I can't afford to miss the transatlantic leg. Can we look at either a direct flight option or a connection with at least 90 minutes? Thanks, Caroline Webb

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Traveler Caroline Webb requests itinerary change due to risky 55-minute Philadelphia connection before critical client presentation.","reason":"Time-sensitive travel issue with business impact requires direct response or rebooking action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Critical: Supplier contract expires Friday - negotiation meeting needed
Body: Hi all, Our contract with Foxconn for the primary PCB assembly line expires this Friday at midnight. They've proposed a 22% price increase which would blow our COGS targets. We need procurement, finance, and engineering in a room together by Wednesday to align on our counteroffer and walk-away point. If we miss this deadline, production stops the following Monday. I cannot stress enough how time-sensitive this is. Raj Mehta VP Supply Chain

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"VP Supply Chain warns a key supplier contract expires Friday with a 22% price increase proposed, requiring an urgent cross-functional meeting by Wednesday.","reason":"Time-critical contract deadline requiring procurement, finance, and engineering coordination warrants immediate escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Client Escalation: Meridian Group Requesting Emergency Call
Body: Tom, Meridian Group's CFO just called me directly. They're threatening to pull the $4.2M contract unless we can get on a call with them by end of week to address the delivery timeline issues. I need you and the project leads in a room with me tomorrow morning to prep, then we'll schedule the client call for Thursday. This is our largest account. Drop whatever else you need to. — Diane Walsh, SVP Client Relations

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"SVP Diane Walsh urgently requests Tom and project leads meet tomorrow to prep for a Thursday call with Meridian Group, who threatens to cancel a $4.2M contract.","reason":"High-stakes client escalation requiring immediate coordination with multiple stakeholders."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Reunion planning committee update
Body: Hi all, the venue has been confirmed for our 20-year high school reunion - we got the Lakeside Pavilion for June 22nd. Could you forward this to anyone from our graduating class you're still in touch with? We're trying to spread the word organically since not everyone is on the Facebook group. Registration link will go live next week. Spread the word!

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"High school reunion venue confirmed at Lakeside Pavilion on June 22nd; registration link coming next week.","reason":"Informational FYI message requiring no direct reply or action from the mailbox owner."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: credit resources
Body: louise : can you tell me if you have made any progress re : resource allocation for bill bradford ' s credit group to process deal flow in the west ? i had mentioned to individuals in the middle market group that you were " on it " and if there is a follow up i can give them i would like to do so . thanks ! chris chris foster chris . h . foster @ enron . com ( w ) 503 / 464 - 3822 ( cell ) 503 / 702 - 8568

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Chris Foster asks Louise for an update on resource allocation for Bill Bradford's credit group to handle west deal flow.","reason":"Direct question requiring a status update response from the mailbox owner."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Arbitration hearing prep - meeting with counsel required by Friday
Body: Dear Mr. Patterson, As you know, the arbitration hearing for the Greenfield dispute is scheduled for next Wednesday. Our outside counsel at Baker McKenzie has requested a mandatory preparation session no later than Friday afternoon. Your testimony is central to our defense. We need 2-3 hours of your time. Please let my assistant know your availability between Thursday noon and Friday 5 PM. Sincerely, Robert Chang General Counsel

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.95,"summary":"General Counsel requests Mr. Patterson confirm availability for mandatory arbitration prep session with outside counsel by Friday.","reason":"Time-sensitive legal matter requiring direct response before a hard Friday deadline."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Q4 Budget Variance - Need Your Input Before Board Meeting
Body: Sarah, I'm finalizing the Q4 budget variance report for the board meeting on Thursday. Your department is showing a $180K overrun against forecast, primarily in contractor spend. I need you to provide a brief explanation for the variance and any corrective measures planned for Q1. Can you get back to me by end of day tomorrow? The CFO specifically asked for commentary from each department head. Best, Michael Torres FP&A Director

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"FP&A Director requests Sarah's explanation of a $180K Q4 budget overrun before Thursday's board meeting, due by end of day tomorrow.","reason":"Time-sensitive request from FP&A requiring direct response before a board meeting."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Old college friend looking to reconnect
Body: Hey! So random - I ran into Brian Hutchins at the grocery store yesterday. Remember him from sophomore year dorm? He moved back to town last month and asked if I had your contact info. I didn't want to give it out without asking first, but he seemed genuinely excited to reconnect with the old crew. Want me to forward you his number, or should I give him yours? He also asked about Nate.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"A mutual friend asks permission to share contact info with a college acquaintance who wants to reconnect.","reason":"Message requires a direct response to decide whether to share contact information."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Emergency Stakeholder Alignment - Product Launch Timeline at Risk
Body: Team, The engineering lead just informed me that we're looking at a potential 3-week delay on the product launch. We need all department heads in a room by end of day tomorrow to discuss mitigation options. The CMO has already blocked her calendar. Can you confirm your availability for either 2 PM or 4 PM tomorrow? This directly impacts our commitments to the investor group. Please respond within the hour. Thanks, David Park VP of Product

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.93,"summary":"VP of Product requests urgent same-day availability confirmation for a meeting about a 3-week product launch delay.","reason":"Time-sensitive request requiring direct response within the hour from the recipient."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Re: Security incident - need war room participants confirmed
Body: Following up on the alert from SOC this morning. We've identified unauthorized access to the customer database and need to convene the incident response team immediately. War room is being set up in Conf Room B and the Zoom bridge is active. I need confirmation from each of you that you're joining within the next 30 minutes. If you're unavailable, please designate someone from your team. Time is critical. Vinay Patel CISO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"CISO requests immediate confirmation of war room participants for an active customer database security incident.","reason":"Active security incident requiring urgent escalation to incident response team members."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Recipe from Grandma's cookbook
Body: I finally found Grandma's handwritten recipe for that peach cobbler you asked about at Thanksgiving! I'm attaching a photo of the recipe card. It's a little faded but still readable. Would you mind forwarding this to Aunt Linda and Cousin Rachel? They both asked for it too and I keep forgetting to send it to them separately. Hope you enjoy making it!

Output: {"triage":"reply","priority":"low","should_process":true,"confidence":0.82,"summary":"Sender shares a family peach cobbler recipe and asks the recipient to forward it to two relatives.","reason":"Personal message requesting a simple forwarding action warrants a reply."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Major retailer partner threatening to pull integration - checkout failures
Body: Hi, Target's e-commerce team just called us in a panic. Our checkout integration is failing for approximately 30% of transactions on their mobile app. They've given us until end of business today to fix it or they're pulling our integration entirely from their platform. This affects roughly $2M in daily transaction volume. I need your partnerships or integrations engineering team on a call within the hour. Please forward this to the right people - standard support channels are too slow for this. Lisa Tanaka Director of Strategic Partnerships PayFlow Technologies

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Major retail partner reports 30% checkout failure rate threatening $2M daily volume with an end-of-business ultimatum.","reason":"Urgent partner escalation requiring immediate engineering and partnerships team involvement."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Suspicious expense reports - potential embezzlement pattern
Body: This is confidential. During a routine audit of T&E expenses in the Southwest region, I've identified a pattern of fabricated receipts submitted by a regional manager over the past 9 months. Estimated total exposure is between $65,000 and $95,000. The receipts appear to be from vendors that don't exist at the listed addresses. I recommend we loop in Legal and HR before confronting the individual. Please do not discuss this outside our team. Janice Moretti Senior Internal Auditor

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Senior Internal Auditor reports a potential embezzlement pattern totaling up to $95,000 involving fabricated expense receipts over nine months.","reason":"Serious financial misconduct allegation requires immediate routing to Legal and HR."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Gym membership question
Body: Hey, you go to FitLife on 5th Street right? I'm thinking about signing up but the monthly rates online seem kind of steep. Did you get any kind of deal when you joined? Also wondering if it gets super crowded in the early mornings. Thanks!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Someone is asking about FitLife gym membership costs and morning crowd levels based on personal experience.","reason":"Direct personal question requires a reply from the mailbox owner."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Quarterly Dividend Declaration - Board Vote Tomorrow
Body: Hi, As you know, the board votes on the Q3 dividend declaration tomorrow. Given our current cash position and the upcoming debt maturity in November, I want to confirm: are you recommending we maintain the $0.45/share dividend, or should we propose a reduction? I need to finalize the board materials tonight, so your input is critical. Thank you, Eleanor Jacobs Corporate Secretary

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.93,"summary":"Corporate Secretary Eleanor Jacobs urgently needs dividend recommendation input before tonight to finalize tomorrow's board materials.","reason":"Time-sensitive board decision requires direct input from the mailbox owner tonight."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Urgent: Customer's data not deleted per GDPR request after 30 days
Body: Hi, I'm following up on GDPR deletion request ticket #GD-28841 submitted 34 days ago by EuroTech GmbH. EU regulation requires we complete data deletion within 30 days, and their data is still present in our systems. The customer has verified this by running reports that still show their historical data. They are threatening to file a complaint with their local DPA. This is a compliance emergency. Please forward to our data protection team and legal counsel immediately - we are already in violation. Olivia Barnes Data Privacy Support Specialist

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"GDPR deletion request ticket #GD-28841 for EuroTech GmbH is 34 days old, exceeding the 30-day legal deadline, with DPA complaint threatened.","reason":"Active GDPR compliance violation requiring immediate legal and data protection team escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: DocuSign: Urgent contract awaiting your signature (expires in 4 hours)
Body: Hi, A document requiring your immediate signature has been sent to you. This contract must be executed within 4 hours per the terms of the agreement. Review and sign: http://docusign-contracts.tk/sign/8847291 Please log in with your email credentials to access the document. Failure to sign in time may result in breach of contract penalties. DocuSign Electronic Signature Service

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Urgent fake DocuSign message pressuring immediate signature via suspicious link and credential request.","reason":"Suspicious domain and credential harvesting request indicate scam or phishing attempt."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Scholarship application info for high school seniors
Body: Hey! The Rotary Club just posted their annual scholarship for graduating seniors - it's $5,000 and the deadline is April 15th. Requirements are a 3.0 GPA minimum, community service hours, and an essay. Application link is on the Rotary website under 'Youth Programs.' Can you forward this to your niece Sophia? I remember you saying she's looking at colleges. Every bit helps with tuition these days!

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"A contact shares Rotary Club scholarship details for graduating seniors and asks the recipient to forward it to their niece Sophia.","reason":"Requires a personal decision to forward; no direct reply is clearly needed but action is implied."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Confidential: Reorganization Planning - Meeting Required Before Friday Announcement
Body: Hi, As discussed briefly in our call, we're moving forward with the organizational restructuring. I need to meet with each department head individually before the Friday all-hands announcement. Your slot needs to be no later than Thursday. During this meeting, we'll discuss changes to your team's structure and headcount. Please treat this as strictly confidential. Let me know your earliest availability. Patricia Nguyen CHRO

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.82,"summary":"CHRO Patricia Nguyen requests a confidential meeting before Friday to discuss team restructuring and headcount changes.","reason":"Time-sensitive meeting request from CHRO requiring direct scheduling response before Thursday."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Airport Transfer Confirmation Missing - Arriving Mumbai Thursday
Body: Dear Concierge Team, I'm arriving in Mumbai this Thursday at 11:30 PM local time (AI 144 from Delhi) and I never received confirmation of my airport transfer to the Oberoi. My assistant booked it through your portal last week but we have no email confirmation. Could you please verify the pickup is arranged? I'd hate to arrive late at night with no transportation sorted. My mobile number is +1-555-0147. Thank you, Dr. Alan Whitfield

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.93,"summary":"Guest Dr. Alan Whitfield has no confirmation for a Thursday late-night airport transfer to the Oberoi Mumbai booked via the portal.","reason":"Time-sensitive logistics issue requiring concierge or support team to verify and confirm the booking."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Mandatory Compliance Review Meeting - This Week
Body: Dear Team, The external auditors have flagged several findings that require immediate remediation discussion. I'm scheduling a mandatory compliance review meeting for Thursday at 1:00 PM in the executive conference room. Given the regulatory deadline we're facing (June 15), attendance is non-negotiable for all department heads. Please confirm your attendance by replying to this email by end of day tomorrow. Sincerely, Patricia Wallace Chief Compliance Officer

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"CCO Patricia Wallace requests mandatory compliance meeting attendance confirmation by end of day tomorrow for Thursday 1 PM.","reason":"Direct attendance confirmation requested by deadline from Chief Compliance Officer."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Urgent: Need to schedule exec review before Friday deadline
Body: Hi, I need to get 30 minutes on your calendar before end of day Thursday. The board presentation needs final sign-off from both of us, and we're running out of time. Can you do 2pm or 3pm tomorrow? Let me know ASAP. Thanks, Marcus

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Marcus requests a 30-minute meeting before Thursday to finalize sign-off on a board presentation.","reason":"Time-sensitive scheduling request requiring a direct response before a Friday deadline."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: = ? utf - 8 ? q ? mens watches ? =
Body: veritable replicas watches i offer the following trademarks available as well : frank muller patek philippe iwc officine panerai eberhard

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Spam email advertising counterfeit replica watches from various luxury brands.","reason":"Obvious spam promoting counterfeit goods with no legitimate business purpose."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Customer received wrong medication in shipment - CRITICAL safety issue
Body: Please forward to pharmacy operations, quality assurance, AND legal immediately. This cannot wait. Customer Harold Bennett (DOB: 03/15/1952) reports receiving Metformin 500mg instead of his prescribed Lisinopril 10mg. He took one dose before realizing the error. He says he's feeling okay but is understandably alarmed. Order #RX-20240892. His pharmacy is already aware and his doctor has been contacted. This is a serious fulfillment error with potential health consequences. We need to identify how this happened and whether other orders from that batch are affected. Stephanie Ruiz Customer Care Specialist

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Customer Harold Bennett received wrong medication and took one dose; pharmacy and doctor notified; fulfillment error reported by Customer Care Specialist Stephanie Ruiz.","reason":"Medication mix-up with potential health consequences requires immediate routing to pharmacy operations, QA, and legal."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: URGENT: Bond indenture violation - restricted payment basket exceeded
Body: Finance Leadership, I've just completed my quarterly compliance certificate for our 2026 Senior Notes and discovered that last month's special dividend payment caused us to exceed the restricted payment basket under the indenture by approximately $18M. This constitutes a technical default. While bondholders may not immediately accelerate, we are required to notify the trustee. I'm extremely concerned about the market reaction if this becomes public. We need legal and IR involved immediately to manage this. Please call me urgently. Caroline Webb Debt Capital Markets

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Caroline Webb reports a technical default on 2026 Senior Notes due to restricted payment basket breach of ~$18M, requiring immediate legal and IR action.","reason":"Technical bond default requires urgent escalation to legal, finance leadership, and investor relations."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Payroll Error - 47 Employees Underpaid This Cycle
Body: URGENT - We discovered a calculation error in this week's payroll run affecting 47 employees in the engineering department. The overtime multiplier was incorrectly applied at 1.25x instead of 1.5x, resulting in underpayments ranging from $200-$1,400 per person. We need your authorization to run a supplemental payroll by Friday to correct this. Please confirm approval so we can begin processing corrections immediately. Regards, Amanda Torres Payroll Manager

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Payroll Manager reports 47 engineering employees were underpaid this cycle due to an overtime calculation error and requests authorization for a supplemental payroll run by Friday.","reason":"Financial error affecting many employees requires urgent authorization from the appropriate decision-maker."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Revenue Shortfall Alert - Missing Budget by 22% This Month
Body: Executive Team, With five business days remaining in November, we are tracking 22% below budget on revenue. Cash collections are even worse at 31% below forecast. At this trajectory, we will miss our quarterly guidance range and may need to issue a pre-announcement to the street. I'm requesting an emergency pipeline review with all division heads tomorrow at 8 AM. We need an honest assessment of what can close before month-end. Susan Park VP Finance & Planning

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"VP Finance reports 22% revenue shortfall with 31% cash collections gap, requesting emergency pipeline review tomorrow at 8 AM.","reason":"Critical financial shortfall requiring immediate executive and division head attention."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Book club pick for next month
Body: Hey there! It's your turn to pick the book for March. A few of us were chatting and someone suggested maybe doing something lighter this time after that dense historical fiction we just finished. No pressure though - totally your call. Just let us know by Friday so people can order it in time.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Book club member asks the recipient to choose the March book selection by Friday.","reason":"A direct response with a book choice is expected by a deadline."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: rape ! ! .
Body: rape sex ! click here you must be at least 18 to enter ! to be removed from our " in house " mailing list click here and you will automatically be removed from future mailings . you have received this email by either requesting more information on one of our sites or someone may have used your email address . if you received this email in error , please accept our apologies .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.98,"summary":"Unsolicited adult spam email with explicit subject and promotional removal link.","reason":"Obvious spam with no legitimate actionable content for the mailbox owner."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Tax Authority Notice - Transfer Pricing Investigation Initiated
Body: Team, We received formal notification this morning from HMRC that they are initiating a transfer pricing investigation covering fiscal years 2021-2023. They are specifically examining intercompany licensing arrangements between our UK subsidiary and the Singapore holding entity. Potential exposure is estimated at £12-15M including penalties. We need to engage external counsel immediately and impose a document preservation hold. Can we convene a call today at 3pm GMT? Rachel Morrison Head of Tax

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"HMRC has initiated a transfer pricing investigation covering 2021-2023 with estimated £12-15M exposure; urgent legal and document hold action required.","reason":"Regulatory investigation with major financial exposure requires immediate legal and senior management escalation."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Suspicious Transaction Alert - Potential Fraud
Body: Our fraud detection system flagged a series of payments totaling $67,000 to a new vendor that was set up last week. The vendor address matches a residential property, and the approving manager's credentials may have been compromised. I've temporarily frozen the account. Please advise on whether to involve law enforcement or handle internally first. Awaiting your response. James Whitfield Financial Controls

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Financial controls flagged a $67,000 suspicious vendor payment with possible compromised credentials and a frozen account awaiting guidance.","reason":"Potential fraud with frozen account requires immediate escalation to finance, security, or legal."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Carpool schedule change
Body: Hey, quick heads up - my schedule is shifting starting next week. I'll be starting at 8:30 instead of 9, so I'd need to leave by 7:45 at the latest. Does that still work for you or should we figure out an alternate arrangement for the days that doesn't fit your timing?

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"Sender's carpool schedule is changing to an 8:30 start, requiring departure by 7:45, and asks if this works.","reason":"A direct question requires the mailbox owner to respond about schedule compatibility."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: duke situation
Body: greg , action - please call todd reid at duke background : below is the situation with duke and subs : exposure line cash l / c duke energy marketing lp / ecc ( $ 43 mm ) $ 10 mm $ 52 . 35 mm $ 20 . 5 mm duke energy trading & marketing / ena ( $ 56 mm ) $ 5 mm $ 61 mm duke energy trading & marketing / epmi ( $ 260 mm ) $ 20 mm $ 171 mm $ 100 mm the expiration of the letters of credit are 11 / 30 / 01 . duke believes that since these l / c ' s have less than 20 days to expiry their value should be zero and are asking for additional cash collateral . our view of the contract is that these l / c ' s are good collateral until expiry and should be counted in our outgoing collateral . the roll of the letter of credit has been delayed as haedicke / mintz get comfortable with the reps under the l / c facility . duke credit guys are saying that todd reid has not received a return call from you and this holding up a resolution . bill and louise

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Greg is asked to call Todd Reid at Duke to resolve a collateral dispute involving letters of credit worth hundreds of millions expiring 11/30/01.","reason":"Direct action request for Greg to call a counterparty to resolve an urgent financial dispute."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: ameriflash newsletter
Body: note from mark frevert with the wide and varied activities of our three organizations , we created this e - mail newsletter to keep everyone better informed about our various businesses . i hope you find it informative and more importantly , that you will use this newsletter to help spread the word about the successes in your group . to provide content for future e - mails , contact michelle vitrella in our public relations group via e - mail or call her at ext . 3 - 9767 . communication is one of the core enron values and i believe this is a great way to improve communication across our wholesale businesses . additionally , i would like to again encourage everyone to take a few minutes to complete & the pulse 8 survey . this annual survey regarding the work experience at enron and how we can make it better is an important part of the two - way communication process at enron . please go to the enron intranet and type survey . enron . com . it only takes a few minutes , it , s confidential and your comments will help make enron a better place to work . business highlights natural gas middle marketing , s biggest trade of the year so far occurred this month . the significant transaction was a five year , multimillion dollar restructuring with a subsidiary of formosa plastics , one of the world , s largest producers of polyvinyl chloride . additionally , continental airlines , the fifth largest us carrier , has hedged a considerable amount ( 1 . 2 million barrels / month ) of crude oil . winter nymex hedges were put in place for the undisputed heavyweight chip champ of the world , frito lay . pulp & paper with the acquisition of garden state paper and launch of clickpaper . com , enron is creating an efficient spot physical market for pulp and paper commodities . buyers and sellers will benefit from improved price transparency and reliability and access to enron , s online financial markets . improved price transparency and the ability to imbed financial derivatives into physical trading flows will facilitate the growth of enron , s trading business . to date , clickpaper . com has traded over 1 millions tons of pulp and paper product with a notional value of over $ 675 million . upstream origination upstream origination , headed by julie gomez and jean mrha , focuses on natural gas products to optimize commercial value associated with the natural gas grid on the continent and in the gulf of mexico ( gom ) . through products such as storage , electric compression and producer services & outsourcing , ena creates value for its customers and reconfigures the natural gas infrastructure to be more efficient . in addition , upstream origination transactions exploit the unique relationship between development of strategic assets through sophisticated financing structures and the utilization of the market information created by those assets . & the pulse 8 survey results as of wednesday , october 18 , the total responses to & the pulse 8 from ena / egm ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Internal Enron company newsletter sharing business highlights and encouraging employees to complete a survey.","reason":"Routine internal newsletter requiring no reply or action from the recipient."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: URGENT: Client Demo Rehearsal - Need You There
Body: Team, The Fortuna Healthcare demo is Monday morning and we still haven't done a full run-through. This is a $2.4M opportunity and I need all presenters available for a rehearsal. I'm proposing Friday at 1 PM in Conference Room B (or via Zoom for remote folks). Please confirm NOW - if this time doesn't work, suggest an alternative within the next 24 hours. No excuses on this one. Tom Brennan VP Sales

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"VP Sales urgently requests confirmation of attendance for a Friday demo rehearsal ahead of a $2.4M client opportunity Monday.","reason":"Direct request for confirmation requires a timely reply from the recipient."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Revenue Forecast Miss - Need Revised Projections for Investor Call
Body: Team, We're tracking $8.2M below our Q1 revenue guidance of $47M due to the delayed enterprise deals. The investor call is next Tuesday and we need to decide whether to pre-announce the miss or revise guidance during the call. Can you send me updated monthly projections for Q1 and Q2 by Thursday? Include best case, base case, and downside scenarios. IR is drafting talking points and needs the numbers first. This stays confidential until we have a communication plan. Anthony Rizzo CEO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"CEO requests revised Q1/Q2 revenue projections by Thursday ahead of an investor call regarding an $8.2M guidance miss.","reason":"Time-sensitive financial matter requiring finance and IR team involvement before investor communication."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Need to discuss your team's budget before submission deadline
Body: Hi Priya, Finance is closing the FY25 budget submissions this Friday and I've noticed your department's request is 40% over the approved envelope. I need to meet with you before I can submit this to the CFO — she'll reject it without context. Can we find time tomorrow? I have openings at 10 AM or 2:30 PM. If we miss Friday's deadline, your team won't be included in the first approval cycle. Regards, Stephen Cho Senior Financial Analyst

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Finance analyst Stephen Cho requests an urgent meeting with Priya to resolve a 40%-over-budget submission before Friday's CFO deadline.","reason":"Time-sensitive budget issue requires direct response to confirm a meeting time."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Expense Report Question - Per Diem vs. Actuals in Singapore
Body: Hey Karen, I'm filling out my expense report from the Singapore trip and I'm confused about something. The per diem rate listed in our system is $131/day for meals, but I was told before I left that Singapore is on an "actuals" basis up to $175/day. I have receipts totaling about $160/day on average. Which method should I use? I don't want the report kicked back again like last time. Cheers, Matt Lindgren

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Matt Lindgren asks whether to use per diem or actuals for Singapore meal expenses on his expense report.","reason":"Direct question requiring a clarifying response to avoid a rejected expense report."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Neighborhood block party committee update
Body: Hi neighbor! Quick update from last night's planning meeting. We've confirmed the date for June 8th and the city approved our street closure permit. We need volunteers for setup and someone to coordinate the potluck sign-up sheet. Can you forward this to the folks on Maple Lane? I don't have everyone's email. Thanks!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Neighbor shares block party update for June 8th and requests volunteer help and email forwarding to Maple Lane residents.","reason":"Sender asks for a direct response and action to forward the message."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: ALERT: Unauthorized transaction of $2,847.99 on your Visa ending in 4521
Body: FRAUD ALERT A suspicious transaction has been detected: Amount: $2,847.99 Merchant: Electronics Store - Lagos, Nigeria Card: Visa ending in 4521 Date: Today If you did NOT authorize this transaction, click below immediately to dispute and freeze your card: http://visa-fraud-alert-center.net/dispute Failure to respond within 1 hour will be treated as confirmation of the transaction. Visa Fraud Protection Center

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Urgent fraud alert claiming unauthorized Visa transaction, urging immediate click on suspicious link.","reason":"Classic phishing scam using urgency and fake fraud alert to solicit clicks."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Train vs. flight for the Brussels-Amsterdam leg?
Body: Hi Operations, For the European roadshow, I'm debating whether to take the Thalys train from Brussels to Amsterdam (1h50m, city center to city center) or fly (1h flight but 3+ hours door-to-door with airport time). The train is €89 first class and lets me work the whole way. Flight is €210 with the hassle of Schiphol. Any policy preference? I'd lean toward the train unless there's a reason not to. Best, Martin Okafor

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.87,"summary":"Martin Okafor asks operations for travel policy guidance on train vs. flight for Brussels-Amsterdam leg of European roadshow.","reason":"Direct question to operations requiring a policy-based response."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Mileage Reimbursement for Driving Instead of Flying
Body: Hi Payroll/Travel, Due to flight cancellations during the storm last week, I ended up driving from Atlanta to Nashville for my client meeting (248 miles each way). I have the Waze trip logs showing departure and arrival times. Our policy says mileage is reimbursed at $0.67/mile for business travel, which would come to $332.32 round trip. That's actually less than the airfare would have been ($489). Should I submit this through Concur as ground transportation, or is there a separate process for unplanned drive-instead-of-fly situations? Thanks, Kevin Moreau

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Kevin Moreau asks how to submit mileage reimbursement after driving due to flight cancellations, citing policy rate and trip details.","reason":"Direct question requiring guidance on reimbursement submission process."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Product digest for May
Body: This month's digest covers new onboarding templates, customer stories, and links to release notes.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Monthly product digest shares templates, customer stories, and release-note links.","reason":"Routine digest should be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: New desk in Sitara
Body: Please give me a shout if you have any questions, ext. 39222. Chao!

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Short internal notice mentions a new desk in Sitara and provides a contact extension.","reason":"Brief informational note requires no processing."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Webinar recording now available
Body: The recording from last week's webinar is available in the resource center for anyone who missed it.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Webinar recording notice says the resource-center replay is available.","reason":"Routine resource notification can be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Unusual login from London
Body: We blocked an unusual login. If this was not you, secure your mailbox here: http://email-security-helpdesk.co/lock.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake unusual-login alert links to an external mailbox security page.","reason":"Suspicious account-security lure should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: OSHA safety review required
Body: Following yesterday's incident, OSHA requires an immediate safety review. Department heads must bring their latest audit documents Thursday.

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.91,"summary":"OSHA-related workplace incident requires department heads to attend a safety review with audit documents.","reason":"Safety and compliance issue should be routed to responsible leaders."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Family group chat numbers
Body: Could you send Aunt Diana my number and share Uncle Jerome's new number if you have it? Rebuilding the family chat before holidays.

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.84,"summary":"Cousin asks for family contact details to rebuild a WhatsApp group before holiday planning.","reason":"Recipient should decide whether to share personal contact information."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Urgent tax refund verification
Body: Your $1,842 tax refund is pending. Confirm identity today at http://irs-refund-verify.com or the refund will be cancelled.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake tax refund notice asks for identity verification through a suspicious non-government link.","reason":"Government impersonation and identity lure should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: ACH payment failed - action required
Body: A $14,200 ACH transfer failed and late fees apply today. Reauthorize at http://bank-payment-resolution.info before 3 PM.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake bank payment notice claims an ACH transfer failed and links to a suspicious reauthorization page.","reason":"Financial urgency and unknown payment link make this obvious scam mail."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Interview schedule for Maya Patel
Body: Maya Patel will interview Tuesday at 2:00 with Jordan, 2:30 with Priya, and 3:00 with Sam. Resume packets have been distributed.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Internal note lists interview times for Maya Patel and says resume packets were distributed.","reason":"Routine scheduling notice requires no reply from this mailbox."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Office lunch menu
Body: This week's cafeteria menu is posted. Vegetarian options are marked in green.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Office lunch menu notice says this week's cafeteria menu is posted.","reason":"Routine informational notice needs no action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: AWS root account warning
Body: Your AWS root account has been suspended. Restore service at http://aws-root-security-check.com before instances terminate.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake AWS root-account suspension notice uses urgent infrastructure threats and a suspicious link.","reason":"Cloud account impersonation and credential lure should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Adult dating invitation
Body: Local matches are waiting. Confirm your profile and start chatting tonight. This private invitation expires soon.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited dating promotion urges profile confirmation before expiration.","reason":"Generic adult spam should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Security camera alert: person waiting outside
Body: Someone has been at your front door for 5 minutes. View live feed now: http://smartcam-live-alerts.net/login using your app credentials.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake smart-camera alert uses urgency and a third-party login link.","reason":"Suspicious credential prompt and alarm language should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Antivirus subscription cancelled
Body: Your device protection ended and malware was detected. Reactivate immediately at http://secure-antivirus-renewal.biz/activate.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake antivirus renewal warning claims malware was detected and pushes a suspicious activation link.","reason":"Unsolicited scareware-style message should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Luxury replica watches clearance
Body: Rolex, Patek, IWC and Panerai replicas available today. Best prices and private shipping.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Spam advertises counterfeit replica luxury watches.","reason":"Counterfeit goods promotion has no legitimate workflow value."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Random pharma refill notice
Body: Automated refill system detected you need more supply. click refill portal. basalt wintergreen theorem cloudy livestock memorial.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Fake refill reminder combines drug promotion with nonsensical word salad.","reason":"Word-salad pharmaceutical spam should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Accounts receivable aging alert
Body: AR over 90 days reached $2.1M. Should I halt shipments to Quantum and Pacific until payment is received?

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.88,"summary":"Credit manager asks whether to halt shipments after overdue receivables reached $2.1M.","reason":"Sender asks the recipient for a direct decision."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Boost website traffic instantly
Body: Submit your website to thousands of search engines and watch customers flood in. Order today for guaranteed results.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Spam promises instant website traffic through mass search-engine submission.","reason":"Generic unsolicited marketing with unrealistic claims should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Travel policy reminder
Body: Reminder that the updated travel policy went into effect last month. The policy link is included for reference.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Travel policy reminder says the updated policy is available for reference.","reason":"Reference-only policy reminder requires no response."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Vendor holiday schedule
Body: Our support desk will be closed on Monday for the holiday and reopen Tuesday at 8 AM.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Vendor notice shares holiday support-desk closure and reopening time.","reason":"Routine availability notice requires no action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: HR benefits enrollment problem
Body: Your health coverage may be cancelled unless you update benefits information today: http://benefits-hr-update.co/enroll.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake HR benefits notice threatens coverage cancellation through a suspicious link.","reason":"Urgent benefits impersonation with external link should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Discount medication refill available
Body: No prescription, no appointment, discreet shipping. Click now for pain relief refills and limited-time savings.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited medication promotion offers refills without prescriptions or appointments.","reason":"Pharmaceutical spam should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Gas nomination update
Body: Larry agreed to hold the 3,007 nominated gas during the January outage and batch it through the rest of the month. Questions, call me.

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Operational update says nominated gas will be held and batched through the rest of January.","reason":"Recipient may need to review the operational update."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Wire approval from CEO
Body: Please process the attached $88,000 wire today. I am in meetings and cannot talk. Use the secure approval portal: http://ceo-wire-auth.com.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake CEO wire request pressures the recipient to use a suspicious approval portal.","reason":"Executive impersonation and payment pressure indicate fraud."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Dropbox deletion warning
Body: Your Dropbox files are scheduled for deletion due to a billing issue. Confirm payment profile at http://dropbox-billing-update.net/account.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake Dropbox billing warning claims files will be deleted unless payment details are confirmed.","reason":"Credential and payment lure from a suspicious domain is junk."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: PayPal Resolution Center: account locked
Body: Your account has been limited after a $2,918 transfer attempt. Restore access within 6 hours: http://paypal-resolution-secure.co/case

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake PayPal account limitation notice pressures the recipient to open a suspicious link.","reason":"Urgency and impersonation indicate junk that should not enter workflow."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Slack: HR sent confidential termination messages
Body: You have 4 confidential messages from HR about your employment status. Read them before they expire: http://slack-secure-messages.org/hr.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake Slack HR notice uses employment fear to drive clicks to a suspicious link.","reason":"Manipulative impersonation and external link indicate phishing."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: DocuSign contract expires today
Body: A pending executive contract will expire unless signed today. Open the secure packet: http://docusign-contracts-review.co/document

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake DocuSign notice urges same-day signature through a suspicious link.","reason":"Unverified signing lure with external link should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Network World newsletter: cloud hosting trends
Body: Today's newsletter covers cloud hosting economics, vendor lock-in, and migration planning. Read the full article at your convenience.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Newsletter shares an article about cloud hosting trends and migration planning.","reason":"Routine newsletter content should be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Mortgage refinance verification
Body: Your application needs applicant verification. Reply with your details and case code P-441 before we can process your claim.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited mortgage refinance message asks for applicant verification.","reason":"Suspicious financial solicitation should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Greater Houston Partnership background
Body: Here is background information for the article. It includes the company overview, commerce platform metrics, and press-room links.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Background information is provided for an article, including company metrics and press links.","reason":"One-way informational PR background can be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Quarterly alumni newsletter
Body: The quarterly alumni newsletter includes event photos, reunion dates, and a note from the dean.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Alumni newsletter includes photos, reunion dates, and a dean's note.","reason":"Routine newsletter content can be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: D&O renewal decision needed
Body: The D&O renewal increased 38% and the policy lapses January 1. Please route this to finance leadership for direction before we bind coverage.

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.9,"summary":"D&O renewal increased 38% and needs finance leadership direction before January 1 coverage lapse.","reason":"Insurance renewal decision requires leadership or finance authority."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Records transfer inventory update
Body: We completed the inventory list for the records transfer and will continue tracking box locations during the office move.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Status update says records inventory is complete and box locations will continue to be tracked.","reason":"Informational update requires no direct action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Final chance for business loan
Body: Guaranteed approval up to $250,000. No credit check. Funds today if you complete the quick form.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited business-loan spam promises guaranteed approval with no credit check.","reason":"Loan spam with unrealistic claims should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Dog walker recommendation
Body: Jenny expanded her service area to Maplewood. Her rates are $18 for 30 minutes. Thought your sister might want the info.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Sender shares a dog walker recommendation and pricing for the recipient's sister.","reason":"Informal referral is informational and needs no direct action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Market volatility conference agenda
Body: Attached is the agenda for next month's energy market volatility conference. Registration details and speaker bios are included for anyone interested.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Conference promotion shares an agenda, registration details, and speaker bios.","reason":"Routine event promotion requires no action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Crypto airdrop eligibility
Body: Your wallet is eligible for 18,000 tokens. Connect now before the claim window closes.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited crypto airdrop message urges wallet connection before a deadline.","reason":"Wallet-connection lure is obvious scam mail."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: NY Times article from Sunday
Body: In case you missed it, this Sunday article explains the new transit funding debate. Thought it was interesting.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Sender shares a Sunday New York Times article as an informational note.","reason":"FYI article share does not require action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Microsoft 365 password expires in 30 minutes
Body: Your mailbox access will be suspended unless you confirm your password at http://microsoft365-helpdesk-login.com/verify. This automated notice cannot be delayed.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake Microsoft password-expiry alert directs the recipient to a suspicious external login page.","reason":"Obvious credential phishing should be ignored, not reviewed."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Earn $2,000 daily from phone calls
Body: No experience needed. Our success system creates income while you sleep. Join today's call and reserve your spot before midnight.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited get-rich pitch claims high daily earnings from phone calls.","reason":"Unrealistic income claims and generic solicitation are spam."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Invoice dispute requires legal review
Body: Your company is named in an unpaid invoice complaint. Download evidence at http://legal-invoice-claims.net/file before tomorrow.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake invoice legal complaint uses deadline pressure and a suspicious evidence link.","reason":"Unverified legal threat with a download lure is scam mail."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Camping trip details
Body: I booked site 42 for Labor Day weekend. Can you forward this to Derek and Alicia so they know what to bring?

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.86,"summary":"Sender booked a campsite and asks the recipient to forward details to Derek and Alicia.","reason":"Direct forwarding request requires a response or action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Missing man formation photo
Body: Forwarding the photo from yesterday's flyover. Hope you enjoy it. No need to reply.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Forwarded personal message shares a photo from a flyover.","reason":"Low-value forwarded FYI message requires no action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Church potluck this Sunday
Body: The church potluck after the 11 AM service will have a comfort-food theme. Plates and drinks are provided.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Church potluck notice shares theme, timing, and provided supplies.","reason":"Social announcement has no required inbox action."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Final DMCA notice before lawsuit
Body: Your website contains copyrighted content. Respond in 12 hours or face damages. Review the complaint at http://copyright-legal-report.org/case/7741.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Threatening copyright notice demands urgent action through a suspicious legal-report link.","reason":"Vague legal threat with pressure tactics is an obvious scam."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Google Workspace file leak detected
Body: We found confidential files exposed publicly. Fix permissions immediately at http://google-workspace-security-check.net/login before your account is frozen.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake Google Workspace alert claims files are exposed and links to a non-Google login page.","reason":"Suspicious security alert with credential lure should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: OpenAI billing failure
Body: Your API access will be disabled because payment failed. Update billing at http://openai-billing-support.net/invoice.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake OpenAI billing notice claims API access will be disabled and links to a suspicious billing page.","reason":"Account impersonation and suspicious payment link should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Insurance agent referral
Body: Tom's insurance agent saved him money on home and auto. Her contact is included in case your parents want a policy review.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Sender shares an insurance agent referral and optional policy-review contact.","reason":"Informal referral message can be archived."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Logo design that guarantees growth
Body: Cheap logo, stationery, and website package. Unlimited changes. Your company will stand out immediately. View our portfolio now.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited design-services pitch promises marketing benefits and portfolio review.","reason":"Generic unsolicited sales pitch should not enter workflow."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Zoom recording shared with you
Body: A confidential recording was shared and will expire in 2 hours. Sign in at http://zoom-recording-secure.net/playback.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.94,"summary":"Fake Zoom recording notice pushes a suspicious expiring playback link.","reason":"Credential phishing should be ignored, not reviewed."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: We remove bad reviews
Body: Our agency can erase negative posts and guarantee five-star reputation results in 48 hours. Reply for pricing.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited reputation-management pitch claims it can erase bad reviews.","reason":"Generic questionable sales solicitation should be ignored."}


Input:
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.

Subject: Printer toner invoice attached
Body: Your office toner shipment is pending payment. Open the invoice and pay by end of day to avoid cancellation.

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Unsolicited toner invoice message pressures payment without clear relationship.","reason":"Suspicious invoice solicitation should be ignored."}