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

Subject: trade counts - nov 6
Body: trade counts by 4 : 00 pm since october 1 : trade date trade cnt 11 / 6 / 2001 6283 11 / 5 / 2001 6523 11 / 4 / 2001 37 11 / 3 / 2001 59 11 / 2 / 2001 5853 11 / 1 / 2001 6575 10 / 31 / 2001 7141 10 / 30 / 2001 5761 10 / 29 / 2001 7152 10 / 28 / 2001 8 10 / 27 / 2001 12 10 / 26 / 2001 6792 10 / 25 / 2001 8405 10 / 24 / 2001 8001 10 / 23 / 2001 8567 10 / 22 / 2001 7916 10 / 21 / 2001 34 10 / 20 / 2001 4 10 / 19 / 2001 7988 10 / 18 / 2001 7654 10 / 17 / 2001 7425 10 / 16 / 2001 7155 10 / 15 / 2001 5428 10 / 14 / 2001 19 10 / 13 / 2001 16 10 / 12 / 2001 6107 10 / 11 / 2001 5950 10 / 10 / 2001 6261 10 / 9 / 2001 5280 10 / 8 / 2001 5117 10 / 7 / 2001 53 10 / 6 / 2001 17 10 / 5 / 2001 5854 10 / 4 / 2001 6487 10 / 3 / 2001 5953 10 / 2 / 2001 5405 10 / 1 / 2001 5245 counterparty data is in the spreadsheet : - - jay

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Jay shares a routine daily trade count report by date since October 1, 2001, with counterparty data in a spreadsheet.","reason":"Routine FYI data report requiring no 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: Wrong medication shipped - serious safety concern
Body: I received my prescription order today (Order #RX-44521) and the medication inside is NOT what I ordered. I ordered Lisinopril 10mg and received what appears to be Metformin 500mg. This is a serious safety concern and could have had dangerous consequences if I hadn't double-checked. I need my correct medication shipped immediately via overnight delivery and I'd like to understand how this mix-up happened. Please treat this as urgent. Patricia Novak Customer since 2019

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Customer received wrong prescription medication (Metformin instead of Lisinopril) and reports a serious safety concern requiring immediate resolution.","reason":"Medication mix-up is a critical safety and compliance issue requiring specialist or pharmacy team handling."}


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

Subject: Need to meet TODAY re: client escalation - when are you free?
Body: Hey, Just got off a call with Meridian Corp and they're threatening to pull the contract unless we address their concerns by EOD Friday. I need to pull together the core team for an emergency sync today to align on our response strategy. Can you do 2pm or 3pm? Let me know which works — I'll book the war room. Thanks, Dave

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Dave requests urgent meeting today at 2pm or 3pm to address a client escalation threatening contract cancellation by Friday.","reason":"Direct question requiring a prompt availability confirmation 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: Production outage post-mortem - stakeholder meeting
Body: Hi everyone, Last night's 4-hour production outage affected 12,000 customers and we've already received inquiries from three enterprise clients about our reliability guarantees. The SLA breach has financial implications. I'm scheduling the executive post-mortem for Thursday at 9 AM. Unlike the technical RCA, this meeting will focus on customer communication, financial impact, and prevention investment. I need all department heads present. Please confirm or send a delegate. Reply by EOD today. Chris Park VP Engineering

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"VP Engineering requests department head confirmation or delegate for Thursday executive post-mortem following a major production outage with SLA breach.","reason":"Direct request for confirmation or delegate reply by EOD today 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: Need your sign-off: Meeting with FDA before submission deadline
Body: Dr. Patel, The FDA has offered us a Type B pre-submission meeting slot next Wednesday at 2 PM ET. Given that our 510(k) deadline is in 6 weeks, this is essentially our only chance to get informal feedback before filing. I need confirmation from you as Clinical Lead that you can attend (in person preferred, virtual acceptable). Please reply by EOD - we have to confirm the slot by tomorrow morning. Best regards, Anne-Marie Dubois Regulatory Affairs

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Regulatory Affairs requests Dr. Patel's confirmation to attend an FDA Type B pre-submission meeting next Wednesday before a 510(k) deadline.","reason":"Direct request for the mailbox owner's attendance confirmation with a same-day deadline."}


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

Subject: Need 15 min with you before the 9am tomorrow - it's about the layoffs
Body: Hey, Can we grab 15 minutes before the all-hands tomorrow? I have information about the restructuring that affects your entire division directly. I think you'll want to hear this before the announcement. Meet me in my office at 8:15? Don't mention this to anyone else yet. - Karen

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.82,"summary":"Karen requests a 15-minute pre-meeting before tomorrow's all-hands to share restructuring information affecting the recipient's division.","reason":"Direct meeting request from a named colleague requiring a confirmation or response."}


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

Subject: logo , stationer , website design and so much more !
Body: lt is really hard to recollect a company : the market is full of sugqestions and the information isoverwheiminq ; but a good catchy logo , stylish stationery and outstanding website wili make the task much easier . we do not promise that having ordered a iogo your company wiil automaticaily become a world ieader : it isguite clear that without qood products , effective business organization and practicable aim it will be hotat nowadays market ; but we do promise that your marketing efforts will become much more effective . here is the list of clear benefits : creativeness : hand - made , original logos , specially done to reflect your distinctive company image . convenience : logo and stationery are provided in all formats ; easy - to - use content management system letsyou change your website content and even its structure . promptness : you will see logo drafts within three business days . affordability : your marketing break - through shouldn ' t make gaps in your budget . 100 % satisfaction guaranteed : we provide unlimited amount of changes with no extra fees for you to be surethat you will love the result of this collaboration . have a look at our portfolio _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ not interested . . . _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited promotional email advertising logo, stationery, and website design services.","reason":"Generic spam promotion with no actionable request directed at 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: new mexico energy graphic presentations - cera report
Body: title : new mexico energy graphic presentations e - mail category : report cera knowledge area ( s ) : mexico energy - http : / / www 20 . cera . com / eprofile ? u = 35 & m = 2396 cera is pleased to announce some new enhancements to the mexico energy advisory service website . in addition to recent research and upcoming events , the mexico service is incorporating new features including rich media presentations . areas of focus for these presentations include : * the energy dialogue : players and issues , * mexico energy reform progress update : electric power , and * mexico energy reform progress update : natural gas to view these presentations , you must have the flash player software installed on your computer . the free macromedia flash player can be downloaded at : pl _ prod _ version = shockwaveflash we encourage you to visit the mexico energy website today to obtain cera ' s independent perspective on mexican energy market issue via a new medium ! these graphics presentations are presented under the market outlook area of the mexican energy website at : cera ' s spring 2001 roundtable event dates and agendas are now available at http : / / www 20 . cera . com / event to make changes to your cera . com profile go to : forgot your username and password ? go to : http : / / www 20 . cera . com / client / forgot this electronic message and attachments , if any , contain information from cambridge energy research associates , inc . ( cera ) which is confidential and may be privileged . unauthorized disclosure , copying , distribution or use of the contents of this message or any attachments , in whole or in part , is strictly prohibited . terms of use : http : / / www 20 . cera . com / tos questions / comments : webmaster @ cera . com copyright 2001 . cambridge energy research associates

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"CERA announces new multimedia energy presentations on their Mexico Energy Advisory Service website from 2001.","reason":"Routine promotional newsletter announcement requiring no action or reply."}


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

Subject: enron net works 2002 budget process
Body: the 2002 enron net works budget will for the first time combine allocations to business units for four key services : enron online , it infrastructure , risk management operations and it maintenance and development . we are providing a level of detail for expense and capital spend that is greater than that provided in past years , and that will allow business units to make informed choices regarding the services that they receive . we are meeting with individual business unit offices of the chair to review in detail the four service areas delivered through enron net works . some of these meetings have been completed and more will occur between now and october 12 . please keep the following points in mind as we work with you to finalize budget : enron networks today is very different from this time last year . additions to the 2002 enw budget are operations for ea , eim and egm . operations , it maintenance and development , and it infrastructure for ees and ebs have been included under the enw umbrella for the first time in the 2002 budget as well . the 2001 budgets for these functions were approved and included in individual business units last year . any comparison of enw ' s 2002 versus 2001 budget must be appropriately adjusted for these organizational changes to be relevant . for further detail for each business unit , enw ' s 2002 expense and capital dollars are organized to mirror each business unit ' s lines of business ( products or commodities ) in order to create a transparent view at a more granular level of the costs involved in supporting each of the lines of business . the detail that is being provided to business units for it costs delineates licensing fees , system maintenance costs and new development costs . detail on each it development project identifies the purpose , business sponsor , line of business , " in progress " or " planned " designation , expense and capital spend , system impacted , and estimated completion date . in order to finalize it project budgets , decisions will be required from the business units on which projects to undertake in 2002 . if you have questions about the enw budgets as we are working with you to finalize them , please call one of us . greg piper sally beck mark pickering

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Internal memo outlining the 2002 Enron Net Works budget process, organizational changes, and upcoming business unit review meetings.","reason":"Informational FYI update requiring no direct reply or routing action."}


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

Subject: re [ 14 ] :
Body: don ' t take it to heart . believe it don ' t look very fit on the wholeyou ' d better not . . codes

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.82,"summary":"Incoherent message with no clear sender, subject, or actionable content.","reason":"Message is nonsensical with no identifiable purpose or required action."}


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

Subject: hpl noms for january 6 , 2001
Body: ( see attached file : hplnol 06 . xls ) - hplnol 06 . xls

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Email references an attached HPL nominations spreadsheet for January 6, 2001.","reason":"Routine nomination file attachment with no action request; archive as FYI."}


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

Subject: SOX control failure - IT access controls not operating effectively
Body: Audit Committee Members, During our Q3 SOX testing, we identified that IT general controls related to user access provisioning and termination are not operating effectively. Specifically, 12 of 25 sampled user access changes lacked proper segregation of duties approval, and 4 terminated employees retained system access for 30+ days. Given that these controls underpin financial reporting system integrity, our external auditors have indicated this may constitute a material weakness if not remediated before year-end. Estimated remediation cost is $400K-600K. Requesting emergency budget approval. Stephen Nakamura IT Audit Lead

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"IT audit lead reports SOX control failures with potential material weakness and requests emergency budget approval of $400K-600K.","reason":"Compliance, finance, and legal implications require escalation beyond 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: we have been helping thousands of men with male enhancement
Body: best deals on all generic viagra and generic cialis alternatives with guaranteed lowest prices keep your eyes on the stars , and your feet on the ground . the world is now too small for anything but brotherhood . no one gossips about other people ' s secret virtues . i ' ve learned to take no as a vitamin .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting generic male enhancement drugs with filler text.","reason":"Obvious 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: re [ 8 ] : dear friend -
Body: size = 1 > order confirmation . your order should be shipped by january , via fedex . your federal express tracking number is 45954036 . thank you for registering . your userid is : 56075519 learn to make a fortune with ebay ! complete turnkey system software - videos - turorials clk here for information clilings .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Incoherent message mixing fake order confirmation with an eBay money-making spam pitch.","reason":"Nonsensical spam combining fake order details with a promotional scam pitch."}


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

Subject: any med for your girl to be happy !
Body: your girl is unsatisfied with your potency ? don ' t wait until she finds another men ! click here to choose from a great variety of llcensed love t @ bs ! best pri $ es , fast shippinq and quaranteed effect ! here you buy it riqht from warehouse ! the store is verlfied by bbb and approved by visa !

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting unlicensed pharmaceutical products with manipulative messaging.","reason":"Obvious spam with obfuscated text and fake legitimacy claims; no action needed."}


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

Subject: cleburne - tenaska iv plant
Body: daren , i ' m trying to put together the 2001 operating budget for the plant . i need a conservative forecast , per month , of the price that could be obtained by selling our excess volumes . thanks .

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Sender requests a conservative monthly price forecast for selling excess volumes for the 2001 plant operating budget.","reason":"Direct request to Daren for specific forecast data requiring a response."}


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

Subject: Vendor Payment Hold - Supply Chain at Risk
Body: Hi, Our primary packaging supplier (Consolidated Materials) has placed our account on hold due to $89K in past-due invoices. They will not ship our March orders until payment is received. This will halt production within 8 days. Can you authorize expedited payment today? I need a yes/no so I can communicate back to procurement. Thanks, Jason Wu Supply Chain Finance

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.88,"summary":"Supplier has placed account on hold over $89K past-due invoices, threatening production halt within 8 days.","reason":"Urgent financial authorization needed; requires finance or management escalation beyond mailbox owner."}


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

Subject: Critical staffing gap - need to discuss reallocation before project fails
Body: Hi Diane, Three engineers on the Atlas project have given notice in the past two weeks and we're now critically understaffed with a hard delivery deadline of Feb 15. If we don't reallocate resources from other teams immediately, we will miss the contractual deadline and face penalty clauses. I need 30 minutes with you and the other project directors this week to discuss temporary reassignments. Can we meet Wednesday at 10 AM? This simply cannot wait until next week's regular sync. Thanks, Priya Sharma Engineering Director

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.93,"summary":"Engineering Director Priya Sharma requests urgent meeting to address critical Atlas project staffing gap threatening a Feb 15 contractual deadline.","reason":"Direct meeting request from a named director requiring the mailbox owner's prompt response."}


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

Subject: Dropbox: Someone accessed your shared files - Review immediately
Body: Hi, We detected that someone downloaded all files from your shared folder "Financial Documents 2024" at 2:17 AM today. This access came from an unrecognized IP address. 347 files were downloaded including tax returns and bank statements. Review access logs and revoke permissions: http://dropbox-security-review.co/logs If this wasn't you, your sensitive documents may be compromised. Dropbox Security Alerts

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Fake Dropbox security alert claiming unauthorized file access, urging click on suspicious external link.","reason":"Phishing lure using urgency and fake security alert with non-Dropbox domain link."}


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

Subject: ??? ® ? ? ? ¬
Body: click here to see more ° ´ õâÀï ½ øèë

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Message contains garbled characters and a generic click prompt with no meaningful content.","reason":"Junk or spam with no actionable content; 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: Regulatory Fine - CFPB Proposing $15M Penalty for Lending Violations
Body: Dear Executive Committee, We received a proposed consent order from the CFPB this afternoon imposing a $15M civil money penalty for alleged fair lending violations in our mortgage origination business. The bureau claims discriminatory pricing patterns affecting approximately 12,000 borrowers over a three-year period. The order also requires $8M in consumer remediation and an independent compliance monitor for two years. Our outside counsel recommends we negotiate but warns that contesting could result in a higher penalty and public enforcement action. Response deadline is 21 days. Howard Graham Chief Legal Officer

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"CFPB proposed consent order imposes $15M penalty and $8M remediation for alleged fair lending violations with a 21-day response deadline.","reason":"Regulatory legal and financial matter requiring specialist and executive handling beyond 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: URGENT: Pre-launch sync required - product go-live in 48 hours
Body: All, We are 48 hours from go-live and there are unresolved dependencies between the marketing assets and the engineering feature flags. I'm calling a mandatory sync tomorrow at 9 AM sharp. Please confirm attendance. If there are blockers to your attendance, call me directly. We cannot slip this launch date. Thanks, Kiera Blackwell Sr. Product Manager

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.92,"summary":"Sr. Product Manager requests mandatory attendance confirmation for a pre-launch sync 48 hours before go-live.","reason":"Direct request for attendance confirmation requires a prompt 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: Apartment hunting update
Body: So I found a couple of places in the neighborhood we talked about. One is a 2-bed for $1,800 and the other is slightly smaller but has a balcony for $1,650. Both allow pets. Want to come look at them with me this weekend? The landlord said they're going fast so I don't want to wait too long.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Friend shares two apartment options and asks the recipient to view them together this weekend.","reason":"Direct personal request requiring a reply about weekend availability."}


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

Subject: re : real options e & p course
Body: larry , i sent the information to mark ruane , 713 853 3569 . he is the best customer at enron for real options applications . vince larry chorn on 01 / 25 / 2000 12 : 30 : 17 pm to : vince j kaminski / hou / ect @ ect cc : subject : real options e & p course vince : as you requested , we mailed you a brochure about our upcoming course ( 2 / 22 - 4 / 4 ) in houston . we are now following up with that mailing to identify remaining attendees for the session . i wanted to make sure that we did not overlook anyone at enron , so i am dropping you this email to see if you have anyone there in mind as an attendee . best regards , larry chorn 972 . 814 . 5342 www . realoptions - software . com

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Vince forwarded a real options course inquiry to Mark Ruane, noting him as Enron's best customer for real options applications.","reason":"Completed internal referral with no action required from mailbox owner."}


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

Subject: development center class reminder - derivatives i - applied energy
Body: derivatives you are scheduled to attend : derivatives i - applied energy derivatives class days and times : 7 / 11 / 2000 08 : 00 : 00 am - 05 : 00 : 00 pm 7 / 12 / 2000 08 : 00 : 00 am - 12 : 00 : 00 pm room # & location : eb 552 , houston participant fee : $ 800 note : if available , please bring a financial calculator with you . if you are unable to attend this class , the registration must be canceled by 5 : 00 p . m . on july 6 , 2000 to prevent a charge of $ 800 to your rc number . we look forward to seeing you at 08 : 00 : 00 am on july 11 - 12 , 2000 . please call the development center team at 713 - 853 - 0357 if you have any questions . thank you .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Automated reminder for a scheduled Derivatives I - Applied Energy class on July 11-12, 2000.","reason":"Routine class reminder confirmation requiring no reply or action beyond attendance."}


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

Subject: RE: Still waiting on refund promised 3 weeks ago
Body: This is my FOURTH email about this. On April 2nd, agent "Marcus" promised me a full refund of $187.50 for returned item #RT-99283 within 5-7 business days. It has now been 3 weeks and I have received nothing. Each time I follow up, I'm told it's "being processed." I need this refund in my account by end of this week or I will be filing a complaint with consumer protection. Ticket reference: #REF-20847 Frustrated, Patricia Gomez

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.93,"summary":"Customer Patricia Gomez demands overdue $187.50 refund promised 3 weeks ago, threatening consumer protection complaint.","reason":"Unresolved refund dispute with escalation threat requires customer support or finance team handling."}


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

Subject: Customer Credit Limit Increase - $500K Exposure
Body: One of our top 5 customers (Henderson Corp) is requesting a credit limit increase from $200K to $500K. Their payment history with us is clean but their latest financials show increased leverage. Our credit scoring model puts them at borderline. Given the size of the exposure, I need your approval or denial per the credit policy. They have a large order pending and are pressuring sales for an answer today. Philip Norris Credit Risk Analyst

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Credit analyst requests approval or denial for Henderson Corp's credit limit increase from $200K to $500K with same-day pressure.","reason":"Significant financial exposure decision requiring authorized approver beyond mailbox owner per credit policy."}


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

Subject: just for you sex can make you a $ 1000 a day guarnteed - skip trough
Body: billions a year can be yours selling sex is one of the oldest businesses in the world , and right now , business has never been better . one of the biggest cultural changes in the united states over the past 25 years has been the widespread acceptance of sexually explicit material - pornography . it is estimated that americans now spend somewhere around $ 10 billion a year on adult entertainment , which is as much as they spend attending professional sporting events , buying music or going out to the movies . part of that money can be yours part or full time start today if you would prefer not to receive these messages check here your email will be removed within 48 hrs evaporate sarcophagus farrell swirly animism annulus antique toluene austria mendacious haydn militarist rubidium carbine extract cohn appendage snake leasehold goldstein hieroglyphic denominate sioux vitrify woodard raze barbital dalton loom romantic mealy anatole anyone bellyfull

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Spam email promoting adult content with a dubious income claim and random word padding.","reason":"Obvious spam with nonsensical word padding and unsolicited adult content promotion."}


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

Subject: 11 / 30 and 12 / 3 dpr - update
Body: with all of the events of yesterday , information for the dpr for the above dates is not yet complete . at the present time , we are planning to issue a final dpr for the 30 th of november as well as a preliminary and then final for the 3 rd of december . however , we do not yet have an estimated time for these to be issued . i will keep you up to date when i have additional information . if you have any questions , please call me at 713 853 9123 . best regards shona wilson director , global risk operations x 39123

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Shona Wilson provides a status update on delayed DPR reports for November 30 and December 3, with no ETA yet.","reason":"This is an informational FYI update requiring no immediate action or reply."}


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

Subject: Wedding gift registry link - for the group
Body: Hey! I finally tracked down Kevin and Alicia's wedding registry. They're registered at Crate & Barrel and also have a honeymoon fund on Zola. Here are the links: [registry link 1] [registry link 2]. Can you forward this to the rest of our friend group? I know people have been asking. RSVP deadline is Feb 1st btw. Let's coordinate so we don't duplicate gifts!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Sender shares Kevin and Alicia's wedding registry links and asks the mailbox owner to forward them to the friend group.","reason":"Direct request to forward information and coordinate gift-giving requires a response."}


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

Subject: claim free $ 250 visa gift card . . . while supplies last ! !
Body: 6831862 save up to 30 % off your uk car insurance great value car insurance . save up to 30 % off your car insurance when you order online . compare car insurance quotes from some of the ukâ s leading car insurers . apply online today for free no - obligation quotes . postal address : suite 238 , 14 tottenham court . road . london wlt ijy modern technology corp . announces significant next phase of corporate development alert : see press on june 16 th . motg is on track for huge 2005 and 2006 . oxford , miss . , jun 14 , 2005 ( primezone via comtex ) - - modern technology corp . ( otcbb : motg ) a diversified technology development and acquisition company announced today the official launch of its next phase of growth and operational strategy . the company ' s next phase of growth centers upon the acquisition of nascent commercial technologies and introducing them into the sales and distribution channels of existing motg subsidiaries and partners . anthony welch , modern technology corp . ' s chairman said , as our stockholders are aware , over the past year we have met our goals and our performance record speaks for itself . we now continue executing our vision of technology acquisition and market development . we accomplish this through acquiring successful operating companies and combine these operations with the introduction of newly acquired technology products . for example , our subsidiary sound city , has a database of over 900 , 000 customers nationwide and an expanding retail footprint combined with a significant inventory and distribution infrastructure . introduction of new consumer technologies is quite straightforward for us . we recently announced an loi to acquire a key software technology . we will release more details on that shortly along with news of other acquisitions . motg ' s rapid growth and success demonstrate the power of its model . motg acquires key technologies and synergistic companies to market or utilize the technologies . motg seeks to create growing shareholder equity supported by stable , strong revenues and assets . motg has previously declared both stock and cash dividends . the last cash dividend was in march of 2004 . about modern technology corp . founded in 1982 , modern technology corp is a diversified technology development and acquisition company , building revenues by strategic acquisition and commercialization of nascent commercial technology and by the acquisition of synergistic operating companies . motg commercializes technology and provides to its subsidiaries new product lines , operations infrastructure , and significant intellectual capital . the company ' s mission is to consistently build shareholder value through accretive acquisitions of emerging technology or acquiring operating companies capable of benefiting from technology infrastructure enhancements or new product lines . for more information , visit : www . . com . rcollard @ selectequitiescorp . net to join market movers ...

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Spam email combining a fake gift card lure with unsolicited stock promotion for MOTG.","reason":"Obvious spam combining scam gift card offer and penny stock pump content."}


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

Subject: Food delivery customer reports severe allergic reaction
Body: URGENT - Legal, restaurant partnerships, and safety team need to see this. Customer Rachel Abrams ordered through our app specifying a severe peanut allergy. The restaurant's menu listed the dish as peanut-free, but she had an anaphylactic reaction and was hospitalized. She's now stable but was in the ER for 6 hours. She's requesting all records of her order, the allergy notation, and the restaurant's menu listing. Her husband mentioned they're consulting with a personal injury attorney. Order #FD-98234, Restaurant: Thai Garden on 5th Customer contact: husband David Abrams, 555-1176 Please handle immediately. - Mike Torres

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.99,"summary":"Customer hospitalized after anaphylactic reaction despite allergy notation; legal action indicated; records requested for order #FD-98234.","reason":"Serious safety incident with legal implications requires immediate routing to legal, safety, and partnerships teams."}


Input:
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Subject: meet sexy wivevs online now !
Body: looking for something wild ? then explore a jungle of desires and needs . your one stop source for what you are seeking . http : / / responsiblefor . com / dclr . html if you got this message by mistake , or you do not wish to get messages from http : / / responsiblefor . com / dclr . html please click below : almanac asshreveport blackbird warrantydrudgery caddy narycrotch european processothello exam daleymalpractice sixfold steriledepth carouse that ' llparagon attache banburyflatland fieldstone scriptiontore

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting an adult website with obfuscated link and gibberish text.","reason":"Obvious spam with adult solicitation and junk text; no legitimate action needed."}


Input:
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Subject: global accounting promotions
Body: please join me and the global accounting leadership team in congratulating the following individuals on their promotions to : to managing director sally beck ( ewn ) fernley dyson ( eel ) to vice president beth apollo ( enw ) janine juggins ( eel tax ) phillip lord ( ebs ) laura scott ( ena ) chris sherman ( ena ) wade stubblefield ( ees ) to senior director buddy aiken ( eel ) jim coffey ( ena ) donette dewar ( intl . tax ) patricia dunn ( nepco ) mark frank ( ena ) william gehle ( eecc ) joseph grajewski ( eecc ) jan johnson ( corp ) scott mills ( enw ) james new ( eel ) mary l . ruffer ( ena ) richard sage ( eel ) elaine schield ( corp ) kevin sweeney ( enw ) beth wapner ( ebs tax ) director thresa allen ( enw ) ron baker ( corp ) misty barrett ( ees ) jeff blumenthal ( ews ) trey cash ( corp tax ) karen choyce ( corp ) cheryl dawes ( ena ) lanette earnest ( ews tax ) jeffrey gossett ( enw ) robert guthrie ( ets tax ) susan helton ( ena ) ralph jaeger ( eel ) andrea kerch ( eel ) faith killen ( ena ) johnna kokenge ( corp ) matt landy ( eel ) andy lawrence ( isc ) connie lee ( ebs ) caroline lothian ( eel ) meg malone ( corp tax ) gary peng ( corp ) stephen schwarzbach ( corp ) sally seelig ( ees tax ) don shackley ( ees / london tax ) patricia shannon ( corp ) eddie sikes ( intl . tax ) jeffrey smith ( egm ) ron smith ( gss ) kim theriot ( enw ) hope vargas ( ena ) tina ward ( eel ) stephen whitaker ( eel ) stacey white ( enw ) rob wilcott ( corp ) to manager christopher abel ( enw ) stacey aune ( ena ) david baumbach ( enw ) maya beyhum ( enw london ) patricia bloom ( ena ) matthew brown ( enw ) vince cacaro ( isc ) clara carrington ( enw ) carol carter ( ena ) carolyn centilli ( isc ) erin copeland ( eecc ) richard cross ( enw ) rachel davis ( corp ) michael desbiens ( isc ) david dupre ( isc ) eileen flanagan ( eel ) regina figueroa ( isc ) rebecca ford ( enw ) darron giron ( enw ) julie goodfriend ( international tax ) karen gruesen ( ena ) kevin hall ( eel ) kristen hanson ( enw ) david horne ( isc ) larry hunter ( enw ) todd hunter ( ees ) jim ischy ( gss ) chris jones ( isc ) william kasmervisz ( enw ) kam kaiser ( enw ) kedar kulkarni ( isc ) monica lande ( enw portland ) suzanne lane ( eel ) vince mack ( isc ) david maxwell ( enw ) emitra nelson ( isc caroline nugent ( ews tax ) mark pope ( isc ) yiannis poulopoulos ( london tax ) melissa ratnala ( enw ) jason sharp ( corp tax ) stephanie smith ( corp ) patricia spence ( enw ) amy spode ( enw ) patricia sullivan ( enw ) lisa sutton ( ets ) john swinney ( enw ) deana taylor ( corp ) dimitri taylor ( enw ) wayne tencer ( ees ) bernella tholen ( ena ) theresa vos ( ena ) blake walker ( eecc ) bob ward ( international tax ) david williams ( eel ) to senior specialist amelia alland ( enw ) james armstrong ( ena ) carmen ayala ( gss cynthia balfour - flanagan ( enw ) gilda bartz ( corp ) stacey brewer ( enw ) marian briscoe ( corp tax ) aneela charania ( enw ) patricia clark ( corp ) ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Internal announcement congratulating numerous employees on promotions across global accounting leadership levels.","reason":"Routine FYI promotion announcement requiring no action or reply."}


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

Subject: agenda for prc committee meeting - 30 may 2001
Body: all : attached please find a copy of the agenda for tomorrow ' s prc committee meeting . please don ' t hesitate to contact me should you have questions . thanks in advance , gina corteselli

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Gina Corteselli shares the agenda for the PRC committee meeting scheduled for 30 May 2001.","reason":"Routine meeting agenda distribution requiring no reply or action."}


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

Subject: Lease Accounting Transition (ASC 842) - Urgent Clarification Needed
Body: Dear Tim, Our external auditors have raised questions about how we classified three of our equipment leases under ASC 842. They believe two of them should be reclassified as finance leases rather than operating leases, which would add approximately $4.2M to our balance sheet liabilities and change the expense recognition pattern. This could affect our debt covenants. I need your interpretation and supporting documentation by Monday so we can respond to the auditors. Regards, Susan Whitfield, CPA Technical Accounting Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Auditors flagged potential $4.2M lease reclassification under ASC 842 that may affect debt covenants; documentation needed by Monday.","reason":"Finance and compliance issue requiring specialist accounting and legal review beyond mailbox owner."}


Input:
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Subject: Expense Report Fraud Alert - Immediate Review Required
Body: Hi Marcus, During our routine audit, we identified a pattern of duplicate expense submissions from a member of your team totaling approximately $14,300 over the past quarter. The receipts appear to be altered copies of legitimate expenses. I need to discuss this with you before we escalate to HR and legal. Can you reply with your availability today? This needs to be handled discreetly and quickly. Regards, Patricia Owens Internal Audit

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.82,"summary":"Internal Audit reports a team member submitted approximately $14,300 in duplicate, potentially altered expense claims requiring urgent review.","reason":"Fraud allegation requires HR, legal, and finance specialist handling beyond the mailbox owner."}


Input:
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Subject: URGENT: Your iCloud photos are being shared publicly
Body: Dear iCloud User, Due to a configuration error, your iCloud Photo Library has been set to public sharing. Your private photos are currently accessible to anyone with the link, and the link is spreading online. Revoke public access immediately: http://icloud-privacy-settings.xyz/revoke We sincerely apologize for this error. Please act immediately to protect your privacy. Apple iCloud Privacy Team

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Fake Apple iCloud alert claiming photos are public and urging click on suspicious link.","reason":"Classic phishing scam impersonating Apple with a non-Apple domain link."}


Input:
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Subject: Customer's medical device integration failing - patient safety concern
Body: Team, I need to escalate this immediately. Dr. Patel at Riverside Medical Group reports that our software integration with their cardiac monitoring equipment has been intermittently dropping data for the past 12 hours. They've had to revert to manual monitoring for 34 patients. This is a patient safety issue and cannot wait for normal support queue processing. Please get this to the integration engineering team and our healthcare compliance officer right away. Ticket #HC-99012 Contact: Dr. Anita Patel, 555-0192

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Medical software integration with cardiac monitors is dropping data, affecting 34 patients and requiring immediate engineering and compliance response.","reason":"Patient safety and healthcare compliance require immediate specialist escalation beyond the mailbox owner."}


Input:
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Subject: uk inflation presentation
Body: deal all , please find attached a copy from a presentation on uk inflation we gave this morning to john sherriff , president & coo enron europe . it summarizes the results of our work on inflation so far . as you know the long term models still remain to be approved . as today is quarter end and there is a significant p & l effect on a mtm basis john sherriff would like to proceed as soon as possible with the new curves . thank you all for all your help ! best regards , martina x 34327

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.82,"summary":"Martina shares a UK inflation presentation given to Enron Europe's president, noting unapproved long-term models and a significant quarter-end P&L impact.","reason":"Unapproved models with material P&L effect require manual review before proceeding."}


Input:
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Subject: Food delivery contained allergen despite allergy note - hospitalized
Body: I placed order #FD-28473 last night with a clear note stating "SEVERE PEANUT ALLERGY - no peanuts or peanut oil." The meal I received clearly contained peanuts and I am currently writing this from the hospital after an anaphylactic episode. I will be pursuing this further but right now I need confirmation that you're investigating how my allergy note was ignored and what you're doing to prevent this from happening to someone else. This could have killed me. Mark Jefferson

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"Customer Mark Jefferson was hospitalized after anaphylactic reaction from order #FD-28473 despite a severe peanut allergy note.","reason":"Life-threatening food safety incident requires immediate escalation to safety, legal, and operations teams."}


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

Subject: Corporate Rate Not Applied - Marriott Seattle Booking
Body: Hi Admin Team, I just received my Marriott confirmation for the Seattle trip (Conf# 84729163) and noticed the rate is $289/night, which is the public rate. Our corporate negotiated rate should be $199/night at that property. This has happened before and it usually means the corporate code wasn't entered at booking. Can someone contact the hotel or our Marriott rep to get this corrected before I check in next Tuesday? Appreciate it, Linda Okafor

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Linda Okafor reports her Marriott Seattle booking used the public rate instead of the corporate negotiated rate and needs correction before Tuesday.","reason":"Requires travel admin or corporate account team to contact Marriott and correct the rate."}


Input:
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Subject: Customer payment of $47,000 processed incorrectly - requesting immediate reversal
Body: Finance and billing escalation team - please handle urgently. Alpha Dynamics submitted a payment of $4,700 but our system processed it as $47,000 due to what appears to be a decimal error in our payment gateway. The customer's accounts payable team discovered it this morning and their bank has already flagged it. They need the excess $42,300 returned immediately as it's affecting their payroll processing. I've confirmed the discrepancy in our records. This needs treasury involvement for the reversal. Account: ALPHA-DYN-5567 - Maria, Billing Support

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"A $42,300 overpayment for Alpha Dynamics account ALPHA-DYN-5567 requires urgent treasury reversal due to a payment gateway decimal error.","reason":"Finance and treasury specialist handling required for a confirmed large payment discrepancy reversal."}


Input:
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Subject: enron / hpl actuals for november 22 - 26 , 2000
Body: november 22 , 2000 teco tap 30 . 000 / enron ; 76 . 250 / hpl gas daily november 23 , 2000 teco tap 0 november 24 , 2000 teco tap 30 . 000 / enron ; 63 . 750 / hpl gas daily november 25 , 2000 teco tap 30 . 000 / enron ; 76 . 250 / hpl gas daily november 26 , 2000 teco tap 30 . 000 / enron ; 95 . 000 / hpl gas daily

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Routine Enron/HPL TECO TAP actuals data for the week of November 22–26, 2000.","reason":"This is a routine data report with no action or response required."}


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

Subject: Urgent sync needed - key engineer giving notice, retention discussion
Body: Hi Rebecca, I just got word that Amit Sharma (our lead ML engineer) has received an offer from Google and is planning to give notice tomorrow. He's the architect of our core recommendation engine and losing him would set us back 6+ months. Can we meet in the next 2 hours to discuss a retention package? I need approval for a counter-offer before he makes his decision final. HR and Finance should join. This is our single biggest flight risk and most critical technical talent. Jason Wu Engineering Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Engineering Director reports lead ML engineer plans to resign tomorrow and requests urgent retention package approval meeting with HR and Finance.","reason":"Requires HR, Finance, and leadership involvement beyond the mailbox owner's authority."}


Input:
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Subject: revision # 1 - enron actuals for july 31 , 2000
Body: teco tap 115 . 000 / hpl gas daily ; ls hpl lsk ic 27 . 500 / enron ; 2 . 500 / hpl gas daily

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Internal Enron actuals revision for July 31, 2000 listing pipeline gas flow figures.","reason":"Routine operational data update with no action or reply required."}


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

Subject: SOX Compliance: Material Weakness Identified in Internal Controls
Body: Dear Audit Committee, During our Q3 testing, we identified a material weakness in our revenue cycle internal controls related to manual journal entries lacking proper segregation of duties. This must be disclosed in our 10-K if not remediated before year-end. The remediation plan requires system upgrades costing approximately $600K and additional headcount. I need the committee's endorsement to proceed immediately. Please respond with your availability for an emergency session. Respectfully, Karen Blackwell Director of Internal Controls

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Director of Internal Controls reports a material weakness in revenue cycle controls requiring urgent Audit Committee endorsement and remediation before year-end 10-K disclosure.","reason":"SOX material weakness with 10-K disclosure implications requires specialist committee and compliance authority beyond the mailbox owner."}


Input:
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Subject: Pricing Model Change Impact - Revenue at Risk
Body: Hey, I've modeled out the revenue impact of switching to the consumption-based pricing that sales is pushing for. Bottom line: we'd see a 23% revenue decline in Q1 before growth kicks in around Q3. That's roughly $1.8M in deferred revenue recognition. Before I present this to the pricing committee on Thursday, I need your sign-off on the assumptions. Can you review the attached model and reply with any corrections? I don't want to go in with numbers you haven't blessed. Thanks, Alex Rivera Revenue Operations

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.91,"summary":"Alex Rivera requests sign-off on revenue impact model for consumption-based pricing before Thursday's pricing committee presentation.","reason":"Direct request for the mailbox owner's review and explicit approval before a scheduled meeting."}


Input:
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Subject: Grant Funding Compliance Issue - Risk of Clawback
Body: Hi, The federal program office has flagged potential non-compliance in our use of the $3.8M DOE grant funds. They're questioning whether $620K in indirect cost allocations meet the terms of our award agreement. If we can't demonstrate compliance, we may face a clawback of the full indirect cost amount. I need your input on how we documented these allocations and whether we can support them in an audit. Can you respond today? Urgently, Rebecca Thornton Grants Compliance Officer

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Federal program office flagged potential non-compliance on $620K indirect cost allocations within a $3.8M DOE grant, risking full clawback.","reason":"This is a finance and compliance matter requiring specialist or management escalation, not a direct reply."}


Input:
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Subject: DocuSign: Contract requires your signature - Expires in 2 hours
Body: John sent you a document to review and sign. Document: Employment_Termination_Notice.pdf Sender: john.smith@yourcompany.com Expires: 2 hours from now REVIEW DOCUMENT: http://docusign-signing.serveo.net/document/view Please do not share this email as it contains a secure link specific to you. Powered by DocuSign

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Urgent DocuSign signature request linking to a non-DocuSign domain for an employment termination document.","reason":"Suspicious non-DocuSign domain and artificial urgency indicate a phishing scam."}


Input:
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Subject: amazing funding with options .
Body: dear homeowner , you have been pre - approved for a $ 402 , 000 home loan at extremely low fixed rate . this offer is being extended to you unconditionally and your credit is in no way a factor . to take advantage of this limited time opportunity all we ask is that you visit our website and complete the 1 minute post approval form . http : / / wreadmeny . com / special / best regards , alexander reeves regional ceo http : / / wreadmeny . com / no /

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited pre-approved home loan offer promoting a suspicious external website.","reason":"Classic spam/scam loan offer with no legitimate basis; should not enter workflow."}


Input:
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Subject: Foreign Exchange Hedge Expiring - $2.3M Exposure
Body: Our EUR/USD forward contract covering the European operations expires this Friday. Current spot is 1.0842 versus our locked rate of 1.0650. We have another €2.1M in payables due next month that will be unhedged. Should I roll the position forward at current rates or do you want to leave the exposure open given the ECB decision next week? Please confirm today. Tom Nakamura FX Trading Desk

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"FX forward contract expires Friday with $2.3M exposure; Tom Nakamura requests same-day decision on rolling or leaving position open.","reason":"Time-sensitive financial decision requiring specialist or management authority beyond mailbox owner."}


Input:
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Subject: Booking conflict - same dates as approved PTO
Body: Hi Sandra, I just received the travel request for the Phoenix client meeting on February 10-12, but those dates overlap with the PTO I had approved back in October. I have concert tickets and hotel reservations that are non-refundable. Is there any flexibility on the meeting dates, or can someone else from the team cover? I want to flag this early. Thanks for understanding, Ryan

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Ryan flags a scheduling conflict between a new travel request and previously approved PTO on February 10-12.","reason":"Direct request to Sandra requiring a response about date flexibility or coverage."}


Input:
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Subject: Credit Facility Covenant Breach - Debt-to-EBITDA Ratio
Body: Leadership, I need to escalate this immediately. Based on our preliminary March close numbers, our leverage ratio has exceeded the 3.5x covenant threshold in our revolving credit agreement. We are currently at 3.72x. If this is confirmed in the final close, we will be required to notify JPMorgan within 5 business days, which could trigger an event of default. We need to explore whether there are any adjustments or one-time items that could bring us back into compliance. Please treat this as our most urgent financial matter. James Whitfield CFO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"CFO reports a potential covenant breach on the revolving credit facility with a 5-business-day lender notification deadline.","reason":"Critical financial compliance issue requiring immediate specialist and leadership routing."}


Input:
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Subject: Thinking about getting a dog
Body: Hey! So you know how I've been talking about getting a dog forever? I think I'm finally going to do it. Since you went through the adoption process last year, I'd love to pick your brain. Which shelter did you go through? Any tips for a first-time dog owner? Also, how much should I budget monthly for food and vet stuff?

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.93,"summary":"Friend asks for shelter recommendation, first-time dog owner tips, and monthly budget advice based on sender's experience.","reason":"Direct personal questions require the mailbox owner to respond with their own experience."}


Input:
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Subject: enron net works t & e policy
Body: to : all enw employees from : greg piper and mark pickering please print and become familiar with the updated enw t & e policy , which is attached . changes to the policy include business - first travel , with supervisor approval , for international flights over 4 hours in duration ( excluding canada and mexico ) . supervisors will be responsible for making the decisions and bearing the expense for business - first travel . if you have any questions about the policy or an expense not covered under the policy , please contact tina spiller or lisa costello .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Internal memo announcing updated Enron Networks T&E policy with changes to international business-class travel rules.","reason":"Routine FYI policy update requiring no reply or action from the mailbox owner."}


Input:
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Subject: Litigation Strategy Meeting - Opposing Counsel Filed Motion for Summary Judgment
Body: The plaintiff's counsel in the Harrison v. CompanyX matter filed a motion for summary judgment this afternoon. We have 21 days to respond but I want to meet with the executive team this week to discuss strategy, potential settlement parameters, and exposure analysis. The claimed damages are $28M. I'm looking at Thursday 3 PM - please let me know if that works. Best regards, Robert Sinclair Outside Counsel, Morrison & Partners LLP

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Outside counsel reports a $28M summary judgment motion filed and requests an executive strategy meeting Thursday at 3 PM.","reason":"High-stakes litigation requiring executive and legal team coordination beyond the mailbox owner."}


Input:
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Subject: Expense Report Red Flag - Executive Spending
Body: Hi, I'm flagging an expense report from VP of Sales totaling $47,200 for a single client entertainment event in Las Vegas. This exceeds our policy threshold by 300% and there's no pre-approval documentation on file. I've placed a hold on reimbursement pending your guidance. Should I reject it, request additional justification, or escalate to compliance? Need your direction before the reimbursement cycle closes tomorrow. Lisa Chang Expense Audit Team

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.93,"summary":"Expense auditor flags a $47,200 VP expense report exceeding policy by 300% with no pre-approval, seeking direction before tomorrow's reimbursement cycle.","reason":"Finance/compliance issue involving executive spending requires specialist or management routing beyond the mailbox owner."}


Input:
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Subject: Foreign Exchange Hedging Strategy - EUR Exposure
Body: Hi, With the EUR/USD moving against us significantly this week, our unhedged Q1 receivables exposure is now at $8.2M. I'd like to lock in forward contracts at current rates before further depreciation, but this requires treasury committee approval. Can you confirm your vote via email so I can execute? The FX desk is holding a rate for us until noon tomorrow. Best, Anita Vasquez Treasury Analyst

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.88,"summary":"Treasury analyst requests email vote approval to execute $8.2M EUR forward contracts before a noon deadline tomorrow.","reason":"Financial commitment requiring treasury committee approval should be routed to authorized decision-makers."}


Input:
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Subject: re : a visit
Body: dear mr . fujita : thank you for you interest in enron . i shall be honored if you visit enron and i shall invite other employees of the company to the meeting . please , call my assistant , shirley crenshaw ( 713 853 5290 ) to discuss the exact time of your visit . she will be trying to reach you from our end . the copy right for the book belongs to the risk magazine . i shall give you the contact at the company with whom you can discuss the japanese version issues . sincerely , vince kaminski masayuki fujita on 03 / 31 / 2000 08 : 36 : 00 am to : vkamins @ enron . com cc : eugenio perez subject : a visit professor vincent kaminski vice president of research enron corp . dear professor kaminski i , masayuki fujita was the only japanese attendee of the energy derivatives seminar in houston last december and a member of japanese consultation firm : mitsubishi research institute , inc . i would be very honored if you can meet with me 17 or 18 april after attending energy trading summit in 12 th - 14 th . as you know , japanese electricity trading is on the way of deregulation beneficial to the consumers from a long stage of the nine major companies ' regional monopoly . we are giving a hand to help the ministry and industry to find the right course of them . i and my colleague yamada , who will attend risk publications monte calro seminar in four seasons hotel , would like to visit you and your company for studying the sophisticated risk management at enron . in return , we may give you the information about recent institutional progress and major electricity companies response in japan . we are now personally translating your book " managing energy price risk " second edition and wondering if you have not given the right to publish in japanese and nay give us the chance to help you introduce modern technology to manage energy risk in the japanese energy industry . i do not hope japanese english power prevent me to pass my sincerity to you and i can visit you soon . best regards , masayuki fujita principal financial engineer financial technologies section mitsubishi research institute , inc . 3 - 6 otemachi 2 - chome , chiyoda - ku tokyo 100 - 8141 japan tel + 81 - 3 - 3277 - 0582 fax + 81 - 3 - 3277 - 0521

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Vince Kaminski replies to Masayuki Fujita confirming a visit and directing him to contact assistant Shirley Crenshaw to schedule.","reason":"Completed reply thread with no pending action required from the mailbox owner."}


Input:
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Subject: re : new production - sitara deals needed
Body: vance , deal tickets , as noted below , have been created and entered in sitara . bob vance l taylor 07 / 11 / 2000 09 : 18 am to : robert cotten / hou / ect @ ect cc : hillary mack / corp / enron @ enron , lisa hesse / hou / ect @ ect , trisha hughes / hou / ect @ ect , heidi withers / hou / ect @ ect , susan smith / hou / ect @ ect , donald p reinhardt / hou / ect @ ect , melissa graves / hou / ect @ ect subject : new production - sitara deals needed bob , the following production is now on - line and a ticket should be created and entered into sitara based on the following : counterparty deal # meter volumes price period cokinos natural gas co . 327963 9842 2 , 800 mmbtu / d 96 % gas daily 7 / 6 - 7 / 31 upstream energy services 327964 9844 150 mmbtu / d 100 % gas daily less $ 0 . 14 7 / 8 - 7 / 31 fyi , susan will create and submit committed reserves firm tickets for the remaining term of the deal beginning with the month of august . additionally , these are producer svcs . deals and should be tracked in the im wellhead portfolio . . . attached to the gathering contract . thanks , vlt x 3 - 6353

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Confirmation that deal tickets for two production deals have been created and entered in Sitara as requested.","reason":"This is a completed action confirmation with FYI context requiring no further response."}


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

Subject: Conference registration includes shuttle - cancel separate car service?
Body: Hi, I just received the conference welcome packet for CES and it turns out they provide complimentary shuttle service between the convention center and partner hotels, including ours. We already booked a private car service for $180/day. Should I cancel the car service and use the shuttles instead, or keep it for flexibility? The shuttles run every 20 minutes from 7 AM to 10 PM. Thanks, Derek

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Derek asks whether to cancel a $180/day car service in favor of complimentary CES shuttle service.","reason":"A direct question requiring the mailbox owner's decision and response."}


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

Subject: FDA Pre-Submission Meeting Slot - Must respond by 5PM today
Body: Team, We just received notification that the FDA has offered us a pre-submission meeting slot on October 14th. We must confirm by 5:00 PM today or lose the slot entirely — and the next available opening isn't until February. I need the regulatory affairs team, clinical lead, and VP of R&D to confirm attendance within the next two hours so I can submit our response. Please reply immediately. Dr. Anita Krishnamurthy Director, Regulatory Affairs

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"FDA pre-submission meeting slot offered for October 14th requires confirmation by 5PM today or it is lost.","reason":"Time-sensitive regulatory decision requires immediate routing to regulatory affairs, clinical lead, and VP of R&D."}


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

Subject: FDA Submission Review - Mandatory Team Sync Before Deadline
Body: Regulatory Affairs Team, Our 510(k) submission deadline is in 9 days and I've identified several gaps in our clinical evidence package. We need an all-hands review meeting no later than this Wednesday to assign remaining tasks and verify our submission checklist. Please block 2 hours on Wednesday morning. I'll send a detailed agenda by end of today. Anyone with outstanding deliverables should come prepared to give status updates. This submission represents 18 months of work - let's not stumble at the finish line. Dr. Christine Nakamura VP Regulatory Affairs

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"VP Regulatory Affairs requests mandatory team sync within days to address gaps before a 510(k) FDA submission deadline.","reason":"Time-sensitive regulatory compliance issue requiring specialist team coordination beyond a single mailbox owner."}


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

Subject: Urgent: Need meeting to discuss legal hold - litigation pending
Body: Counsel, We've received notice of a potential class action lawsuit related to our pricing practices in the Southeast region. I need to meet with you and the compliance team by end of day tomorrow to implement a legal hold and discuss our exposure. Please respond with your earliest availability. This cannot wait until next week. Confidentially, Robert Chang Associate General Counsel

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Associate General Counsel requests urgent meeting to implement a legal hold due to a pending class action lawsuit over pricing practices.","reason":"Legal hold and litigation matter requires specialist legal and compliance team routing immediately."}


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

Subject: Meeting Request: Compensation Committee - Special Session Required
Body: Dear Committee Members, Due to the unexpected departure of our CFO, we need to convene a special session of the Compensation Committee to discuss interim leadership arrangements and severance terms. I'm proposing Monday at 8 AM before market open. Given the sensitivity and public disclosure requirements, full attendance is essential. Please confirm by Friday evening. Sincerely, William Hastings Board Secretary

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.92,"summary":"Board Secretary requests Compensation Committee special session Monday 8 AM regarding CFO departure, severance, and disclosure requirements.","reason":"Sensitive executive matter requiring legal, finance, and board-level specialist handling beyond mailbox owner."}


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

Subject: Reinsurance Treaty Renewal - Pricing Significantly Above Budget
Body: Hi Richard, The reinsurance treaty renewal quotes have come in and we're looking at a 45% rate increase across our property catastrophe book. This puts us $6.2M over budget and fundamentally changes our risk retention strategy. I need direction on whether to accept higher retention levels, reduce coverage limits, or explore alternative structures like cat bonds. The placement deadline is November 1st. Best, Stephanie Okafor Reinsurance Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Reinsurance treaty renewal quotes are 45% above budget, creating a $6.2M shortfall requiring strategic direction before November 1st deadline.","reason":"Major financial and risk strategy decision requiring senior leadership or finance authority beyond 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: Concert tickets - extra pair available
Body: My friend just bailed on the Hozier show at Red Rocks on July 18th. I have two extra tickets, section 2, row 15. Face value was $95 each. I'd love for them to go to someone who'd actually enjoy it. Didn't your roommate mention she was a huge fan? Let her know if she wants them — no markup, just face value.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Sender offers two extra Hozier concert tickets at face value for July 18th at Red Rocks.","reason":"Direct offer requiring a response to confirm interest or pass along to roommate."}


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

Subject: re : system 550 unmetered gas
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by becky pitre / hou / ect on 06 / 05 / 2000 11 : 58 am - - - - - - - - - - - - - - - - - - - - - - - - - - - enron north america corp . from : patricia kirkwood @ enron 05 / 23 / 2000 10 : 14 am to : becky pitre / hou / ect @ ect cc : subject : re : system 550 unmetered gas - - - - - - - - - - - - - - - - - - - - - - forwarded by patricia kirkwood / gpgfin / enron on 05 / 23 / 2000 10 : 11 am - - - - - - - - - - - - - - - - - - - - - - - - - - - tommy hicks 05 / 15 / 2000 10 : 57 am to : patricia kirkwood / gpgfin / enron @ enron cc : subject : re : system 550 unmetered gas use the 802 unmetered number for edna . thanks thicks - - - - - - - - - - - - - - - - - - - - - - forwarded by tommy hicks / gco / enron on 05 / 15 / 2000 10 : 55 am - - - - - - - - - - - - - - - - - - - - - - - - - - - from : patricia kirkwood 05 / 15 / 2000 10 : 17 am to : pat flavin / gco / enron @ enron , tom cathey / gco / enron @ enron , tommy hicks / gco / enron @ enron , sam shaw / gco / enron @ enron cc : gary anderson / gpgfin / enron @ enron , cheryl jones / gpgfin / enron @ enron , esther garcia / gpgfin / enron @ enron , peggy cameron / gpgfin / enron @ enron , clara davis / gpgfin / enron @ enron subject : re : system 550 unmetered gas which unmetered station is to be used : 802 , 812 , 830 , 831 , 860 or 950 ? tommy hicks 05 / 15 / 2000 08 : 49 am to : cheryl jones / gpgfin / enron @ enron , esther garcia / gpgfin / enron @ enron , patricia kirkwood / gpgfin / enron @ enron , gary anderson / gpgfin / enron @ enron cc : pat flavin / gco / enron @ enron , tom cathey / gco / enron @ enron subject : system 550 unmetered gas on 5 / 10 / 00 a pipeline leak was found on system 550 . by the evidence found it is believed to have been present for several months . we need to go back to at least january ' 00 for corrections . please input this gas loss to the system 550 balance . the estimated gas loss for january through april is as follows : january : 103 , 058 mcf 105 , 066 dth february : 97 , 219 mcf 99 , 114 dth march : 106 , 015 mcf 108 , 082 dth april : 95 , 214 mcf 97 , 070 dth gas loss for may will be forwarded as soon as we obtain the pressure readings from meter 986501 - 10 . attached is the supporting documentation used to calculate these volumes : if you have any questions please call . thanks thicks

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Forwarded internal Enron email thread about System 550 unmetered gas loss corrections from January through April 2000.","reason":"Completed internal operational thread forwarded as FYI; no action required from mailbox owner."}


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

Subject: Advice on dealing with a difficult roommate situation
Body: Hey, I could really use some advice. My roommate has started leaving passive-aggressive notes around the apartment instead of just talking to me directly. The latest one was about dishes that had been in the sink for literally two hours while I was at the grocery store. I want to address it without escalating things. You've always been good at navigating stuff like this - any suggestions on how to approach the conversation?

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Sender asks the mailbox owner for personal advice on handling a passive-aggressive roommate conflict.","reason":"A direct personal question addressed to the mailbox owner 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: Vendor Payment Hold - Potential Contract Breach
Body: Hi, I've placed a hold on the $890K payment to DataStream Technologies because their latest deliverable failed acceptance testing. However, their CFO is threatening legal action if we don't release payment within 48 hours, citing the payment terms in Section 4.2 of our agreement. I need your guidance on how to proceed. Should we release partial payment or hold firm until deliverables are accepted? Jason Reid Procurement Finance

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Procurement Finance is holding an $890K vendor payment due to failed deliverables while the vendor's CFO threatens legal action within 48 hours.","reason":"Legal threat and large payment dispute require legal and finance leadership involvement immediately."}


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

Subject: Incorrect data showing in compliance reports - customer facing regulatory fine
Body: Dear Support, We are a financial services firm using your platform for regulatory reporting. The reports generated for our Q4 submission contain incorrect aggregated figures - they don't match our source data. We've already submitted these reports to the FCA and now face potential fines if we file corrections late. We need your data engineering team to investigate why the report calculations are wrong and provide us with a root cause analysis we can present to the regulator. This is incredibly urgent - please forward to your reporting/analytics engineering team today. Regards, Dr. Catherine Holt Chief Risk Officer, Sterling Capital Partners

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Financial services client reports incorrect Q4 regulatory figures submitted to FCA, facing potential fines and requesting urgent root cause analysis.","reason":"Requires immediate routing to data engineering and compliance teams due to regulatory and financial impact."}


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

Subject: request submitted : access request for liz . bellamy @ enron . com
Body: please review and act upon this request . you have received this email because the requester specified you as their manager . please click approval to approve the request . request id : 000000000002858 request create date : 9 / 14 / 00 8 : 57 : 26 am requested for : liz . bellamy @ enron . com resource name : exceed resource type : applications

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Access request for Liz Bellamy to the Exceed application requires manager approval, submitted on 9/14/00.","reason":"Manager action required to approve or deny a subordinate's application access request."}


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

Subject: Data breach concern - customer reports unauthorized access to their account
Body: Forwarding this to the security and escalations team. Customer Janet Cho emailed in reporting that she noticed three unauthorized login attempts and a shipping address change she did not make. She has already changed her password but is worried her payment information may be compromised. She's requesting a full audit of recent account activity and a freeze on all pending orders. This seems like it warrants immediate attention from the fraud team. Her account email is j.cho.designs@email.com, account #KL-88214. Best, Devon Park Support Desk

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Support agent Devon Park reports customer Janet Cho experienced unauthorized account access and possible payment compromise, requesting fraud team audit.","reason":"Potential fraud and payment compromise requires immediate specialist handling beyond 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: Re: Production Outage - War Room Meeting in 30 Minutes
Body: All hands on deck. We have a P1 outage affecting 40% of our customer base. War room meeting in Conference Room A in 30 minutes (11:30 AM). I need engineering leads, ops, and customer success represented. If you're remote, dial into the bridge line. Reply to confirm you'll be there. John Martinez CTO

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.95,"summary":"CTO requests confirmation of attendance for an emergency P1 war room meeting in 30 minutes affecting 40% of customers.","reason":"Direct request for reply confirmation from CTO during active critical production outage."}


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

Subject: Recall Decision Meeting - Quality Issue Identified in Batch 447
Body: Quality and Operations Teams, Lab results confirm a contamination issue in Batch 447, which has already shipped to 3 distribution centers. We need an emergency meeting at 2 PM today to decide on recall scope, customer notification, and replacement logistics. Public safety is involved. All relevant stakeholders must attend - no exceptions. Bring your distribution manifests. Dr. Nina Patel VP Quality Assurance

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"VP Quality Assurance reports contamination in shipped Batch 447 and calls an emergency recall decision meeting today at 2 PM.","reason":"Public safety and product recall require immediate routing to quality, operations, and leadership stakeholders."}


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

Subject: custom logos and identities from us
Body: thinking of breathing new life into your business ? start from revamping its front - endlogo and visualidentity . we offer creative custom design of ioqos , stationery and web - sites . under our carefui hand thesepowerful marketing toois will brinq a breath of fresh air into your business and make you stand out amongthe competitors . you are just a ciick away from your future success . ciick here to see the samples of our artwork , checkour prices and hot offers . _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ not interested . . . _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Unsolicited promotional email offering custom logo and visual identity design services.","reason":"Generic spam solicitation with no legitimate business relationship or actionable request."}


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

Subject: Fwd: School district customer - system down during standardized testing
Body: Engineering and account management - URGENT escalation. Lincoln County School District's testing platform (powered by our infrastructure) went down at 9:15 AM during state-mandated standardized testing affecting 12,000 students across 23 schools. The superintendent has called three times. Testing cannot be rescheduled without state approval and significant cost. They need the system restored within the hour or they're facing a potential testing invalidation. The district superintendent has also CC'd their legal counsel on the latest email. This needs our best engineers immediately. Ticket: EDU-CRITICAL-0044

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"Lincoln County School District's testing platform is down during state-mandated testing affecting 12,000 students; legal counsel is involved.","reason":"Critical infrastructure outage with legal and regulatory implications requires immediate engineering and management escalation."}


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

Subject: karaoke top voice ngfycobnon
Body: karaoke 2005 imperdible más de 500 hs de la mejor música karaoke ! ! ! ! no hay nada igual llevate la mejor colección de la red . más de 9000 canciones , que podrás disfrutar con tus amigos y familiares en cualquier evento . cumpleaños , aniversarios o simplemente en tu casa . todas las canciondes de todas las épocas . todos los estilos . por los parlantes de tu computadora sale la música ( sin la voz ) y vos lees la letra que se va coloreando en el monitor al ritmo de la música . podes ajustar tono y tempo a tu comodidad . solo necesitás una pc multimedia ( parlantes ) y show time . en los cd encontrarás el mejor soft para reproducir tu programas reproductores , y otros para hacer tus propios karaokes y todos los temas desde los clásicos hasta los mas nuevos , súper actualizado . dos cd a un precio fabuloso . apurate a conseguirlo , te vas a divertir de verdad . para comprar los dos cds de karaoke a solo $ 45 . 00 por favor haga click aqui gastos de envío incluidos , entrega contra reembolso por correo argentino a todo el país . aprovecha esta oportunidad es por tiempo limitado . . . si no tuvo respuesta en las ultimas 48 hs . por favor envie nuevamente la informacion si no quiere recibir mas este tipo de ofertas presione aqui : remover

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited Spanish-language promotional email advertising a karaoke CD collection for sale.","reason":"Obvious commercial spam with 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: Performance review calibration - mandatory attendance
Body: Hi, Annual performance calibration sessions are happening this week. As a people manager, your attendance is required. I have you slotted for Wednesday at 3pm, but if that doesn't work, the only other option is Thursday at 9am. Please reply confirming which session you'll attend. HR needs final headcounts today. Best, Janet Cho HR Business Partner

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"HR Business Partner Janet Cho requests confirmation of attendance at a mandatory performance calibration session this week.","reason":"Direct request requiring a timely reply to confirm session attendance today."}


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

Subject: re :
Body: i ' ll check my billing ! thanks for the warning ! warm regards , and thanks for the book , darrell darrell duffie mail gsb stanford ca 94305 - 5015 usa phone 650 723 1976 fax 650 725 7979 email duffie @ stanford . edu web http : / / www . stanford . edu / ~ duffie /

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Brief reply acknowledging a billing check and thanking someone for a book, with sender signature.","reason":"Short conversational reply with no action required 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: Wheelchair-bound user cannot complete signup - accessibility blocker in new flow
Body: Hello, I'm a support agent and I have a customer on the line (holding for 20 min already) who uses voice-controlled navigation and cannot get past our new account creation flow. The CAPTCHA is completely inaccessible to them and there is no audio alternative. They represent a government agency that requires accessible platforms per Section 508. They mentioned this could affect their department's renewal of 150 seats next month. I don't have the ability to manually create accounts. Please forward this to the product/accessibility team and someone who can create a manual workaround for this customer TODAY. Thanks, Jordan Ellis Frontline Support

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Support agent reports a live customer blocked by inaccessible CAPTCHA in signup flow, affecting a 150-seat government renewal.","reason":"Requires immediate routing to accessibility/product team and someone with manual account creation authority."}


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

Subject: Tax Filing Deadline Extension - Decision Needed Today
Body: We just received notice from our tax advisor that the extension window for our state filing in California closes tomorrow. The estimated liability is around $1.2M and we need to decide whether to file now with preliminary numbers or request the extension with a deposit payment. Please advise ASAP so I can coordinate with the external team. Jennifer Walsh Tax & Compliance

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Tax advisor warns California state filing extension closes tomorrow; $1.2M liability decision needed immediately.","reason":"Time-sensitive financial compliance decision requiring specialist or management authority beyond mailbox owner."}


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

Subject: fw : just some info before you vote
Body: mike triem na ipaq ' eric geiger ' ; ' jacob crawford ' ; ' laura gambrell ' ; ' lgambrell @ sammons - parker . com ' ; ' steve ' ; ' victor mamich ' cc : ' bg _ jg @ compuserve . com ' ; triem , mike ; ' anthony _ prado @ agfg . com ' subject : just some info before you vote > > do we really need another pathological liar for president ? > > > > fiction : al gore recently claimed that his mother - in - law pays more > > than $ 100 . 00 for the arthritis medicine lodine ; and he claims that > > his > > dog takes the same medicine for $ 37 . 00 , claiming " this is wrong ! " > > fact : gore ' s aides were quick to apologize for gore ' s lie , saying the > > > > information was from a democratic study . washington newspapers also > > reported that al gore wasn ' t even sure his mother - in - law was taking > > any > > medication and wasn ' t even sure she had arthritis . and , he doesn ' t > > know > > anything about his dog ' s " arthritis " . > > > > fiction : al gore said his father , a senator , was a champion of > > civil rights during the 1960 ' s . > > fact : gore ' s father voted against the landmark civil rights act of > > 1964 and was a racist who was fond of using the " n " word . > > > > fiction : al gore said that his sister was the very first person to > > join > > the peace corps . > > fact : by the time gore ' s sister joined the peace corps , there were > > already over 100 members . > > > > fiction : the same sister died of lung cancer years later and gore > > vowed to never accept tobacco money as campaign contributions . > > fact : just four years later , while campaigning for office , gore > > spoke to the tobacco industry and said he was one of them because > > " i ' ve planted it , raised it , cut it , and dried it . " he raised over > > $ 100 , 000 in > > " reported " contributions . > > > > fiction : while running for office , gore ' s campaign literature claimed > > > > he was a " brilliant student " . > > fact : washington newspapers said he barely passed harvard and > > consistently earned d ' s and c ' s . > > fiction : gore claims an extensive knowledge of law as a result of > > his extensive study at law school . > > fact : al gore dropped out of law school . > > > > fiction : gore claimed that his knowledge of god and spirituality > > came to complete fruition while " finishing " divinity school . > > fact : al gore dropped out of divinity school . > > > > fiction : al gore claimed responsibility for inventing the internet > > in the 1990 ' s . > > fact : shocked scientists were quick to speak out , explaining that > > the internet had been in widespread use by government and educational > > > > institutions since the early 1970 ' s . > > > > fiction : al gore claimed the book " love story " was based on his > > life and tipper ' s . > > fact : author erich segal called a press conference to deny his claim . > > > > ( couldn ' t he at least lie about a love story where his sweetheart > > doesn ' t die ? " > > ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Forwarded political chain email making claims about Al Gore before an election vote.","reason":"Old political chain email with no action required; purely informational FYI forward."}


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

Subject: Requesting 1:1 - performance concerns before review cycle
Body: Hi Daniel, I need to discuss some concerns about the Western region's performance before I finalize ratings next week. There are a couple of situations that require your perspective, and I'd rather have this conversation face-to-face or on a call than via email. Could you carve out 20 minutes tomorrow or Wednesday? This is time-sensitive given the review submission deadline. Regards, Susan Mitchell Regional VP

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Regional VP Susan Mitchell requests a 20-minute meeting to discuss Western region performance concerns before next week's review cycle deadline.","reason":"Direct time-sensitive meeting request from a VP requiring a scheduling reply."}