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

Subject: Elevator control system communication failure in 30-story building
Body: Your building management platform has lost communication with our elevator control systems in a 30-story residential tower. Currently 4 of 6 elevators are stuck between floors with residents inside. Fire department has been called but we need your systems restored to safely move the elevators. Please forward this immediately to your building automation emergency response team. We need remote diagnostic access restored and manual override capability re-enabled through your platform. People are trapped and becoming distressed. Omar Hassan Facilities Director Skyline Residential Tower Emergency line: (312) 555-0911

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.92,"summary":"Facilities director reports 4 elevators stuck with residents trapped in a 30-story building due to platform communication failure.","reason":"Life-safety emergency requiring immediate routing to building automation emergency response team."}


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

Subject: Hey, are you coming to Jake's birthday next Saturday?
Body: Hi! Just checking in because Jake's birthday is next Saturday at 7pm at that new Italian place downtown. We need to give them a headcount by Wednesday. Let me know if you and Sarah can make it! It would be great to catch up.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"Friend asking for RSVP to Jake's birthday dinner next Saturday, headcount needed by Wednesday.","reason":"Direct question requiring a yes/no response with a Wednesday deadline."}


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

Subject: flat screens
Body: hello , we are still in need of flat screens . we need two for trisha tlapek and two for michael sergeev . their locations are eb 3132 b and eb 3131 b . we have been waiting for these screens for some time now . will you please provide me with the e . t . a . thanks kevin moore - - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 01 / 05 / 2000 01 : 08 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - kevin g moore 12 / 15 / 99 10 : 38 am to : lyn malina / hou / ect @ ect cc : subject : flat screens e . t . a . thanks kevin moore

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Kevin Moore requests an ETA on four flat screens for two employees at specified office locations.","reason":"Direct question to mailbox owner requesting an ETA update on a pending order."}


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

Subject: trading track offers
Body: all , the below is the confirmed list of those who will be extended offers to join the ena trading track . thanks for your particpation in this recruiting event . rgds , karen . external : ( 4 ) fred baloutch jeffrey zaun eric moncada gabriel weinart internal : ( 14 ) brent dornier carrie larkworthy gary linhart geroge huan giron gustavo jason huang * jason jennaro jozef lieskovsky leonidas saavas * mason hamlin peter bennett rahul seksaria scott freeman * steve pan * additional offers

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Karen confirms a list of candidates receiving offers for the Enron trading track program.","reason":"This is an FYI announcement requiring no 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: Contract negotiation stalled - need leadership alignment call
Body: Hi team, The Walmart contract negotiation has hit an impasse on the exclusivity clause. Their legal team has given us until Wednesday to come back with a counter-proposal or they'll move to their backup vendor. I need to get Sales, Legal, and Finance on a call tomorrow to agree on our position. Please reply with your availability between 9am-12pm tomorrow. This deal represents $18M ARR - we need all hands on deck. Best, Caroline Reed VP Sales, Enterprise

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"VP Sales requests urgent alignment call tomorrow for stalled $18M Walmart contract with Wednesday deadline.","reason":"High-value deal requiring Sales, Legal, and Finance coordination warrants 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: expand your penis 20 % larger in weeks
Body: penis enhancement patch , doctor approved and recommended . http : / / www . siratu . com / ss / but i m not so think as you drunk i am . the humble suffer when the mighty disagree . he that plants trees loves others beside himself . nothing emboldens sin so much as mercy . books may well be the only true magic .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting a dubious penis enlargement product with incoherent filler text.","reason":"Obvious spam with no legitimate content 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: because she wanted it agave city
Body: change what time varou luck is the residue of design . - branch rickey - former owner of the brooklyn dodger baseball team but the gift is nothing without work . - emile zola ( 1840 - 1902 ) distrust any enterprise that requires new clothes . - henry david thoreau ( 1817 - 1862 )

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Incoherent message with random quotes and no actionable content or clear sender intent.","reason":"Nonsensical spam with no actionable request or legitimate purpose."}


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

Subject: Urgent: Board Strategy Session - Need Your Confirmation by EOD
Body: Hi Michael, The board has called an emergency strategy session for this Thursday at 2:00 PM EST to discuss the acquisition proposal from Vertex Corp. Your presence is absolutely critical as the lead on due diligence. Please confirm your availability immediately. If you have conflicts, we need to know now so we can reschedule around key stakeholders. Regards, Susan Chen Chief Strategy Officer

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.87,"summary":"CSO Susan Chen requests urgent confirmation of Michael's attendance at a Thursday board strategy session on a Vertex Corp acquisition.","reason":"Direct request for availability confirmation requiring 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: Angry customer copied CEO on complaint - needs executive response
Body: Heads up - a long-time customer (Patricia Hernandez, 12-year relationship) just sent a detailed complaint email and CC'd our CEO, CFO, and three board members she apparently found on LinkedIn. She's upset about a pricing change that increased her bill by 340% with only 2 weeks notice. She runs a popular industry blog and has 85K followers. She's threatening a public post about "predatory pricing practices." I need this forwarded to executive communications and the pricing strategy team for an immediate response plan.

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Long-term customer copied executives on a complaint about a 340% price increase and is threatening a public post.","reason":"Requires executive communications and pricing strategy teams due to reputational and executive visibility risk."}


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

Subject: Insurance Claim Denied - $5M Property Damage from Warehouse Fire
Body: Executive Team, I regret to inform you that Hartford has formally denied our $5M property damage claim from the January warehouse fire. Their stated reason is that our fire suppression system maintenance records show a lapsed inspection, which they claim violates policy condition 7.3. Our broker is pushing back, but we may need to engage litigation counsel. This will create a significant unplanned charge if we cannot reverse the denial. Requesting guidance on next steps. Best regards, Linda Morrison Risk Management Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Hartford denied a $5M property damage insurance claim citing a lapsed fire suppression inspection, potentially requiring litigation counsel.","reason":"Major financial and legal matter requiring executive and legal team involvement 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: Audit Committee Findings - Immediate Response Required
Body: Dear Angela, Ernst & Young has identified two material findings during our interim audit that require management responses within 5 business days: 1. Revenue recognition timing on the Sinclair contract ($3.8M recognized in Q2 that may belong in Q3) 2. Insufficient documentation for the $1.1M accrual reversal in May I need to coordinate a response with you and the revenue accounting team. Are you available for a call tomorrow morning? This cannot wait until next week's regular meeting. Regards, Peter Hoffmann Internal Audit Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Internal Audit Director flags two material audit findings requiring management response within 5 business days on revenue recognition and accrual documentation.","reason":"Material audit findings with tight deadline require finance and accounting specialist coordination 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: Corporate Rate Agreement Expiring - Marriott Properties
Body: Hi all, Just a heads up that our negotiated corporate rate with Marriott expires on December 31st. The renewal terms they've proposed include a 12% increase across all properties, which is above our budget threshold. I've scheduled a call with their account manager for next Tuesday but wanted to make sure leadership is aware before we negotiate. The rate covers approximately 340 room nights per year across the organization. Please share any feedback before the call. Mark Davidson Procurement

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.87,"summary":"Corporate Marriott rate agreement expires December 31st; proposed 12% increase exceeds budget threshold, negotiation call scheduled for Tuesday.","reason":"Procurement issue with budget impact requires leadership or finance team input before negotiation."}


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

Subject: re : please get me updated contract sheet
Body: please see attached . password is the same . call w / any questions . - - - - - original message - - - - - from : kitchen , louise sent : tuesday , september 18 , 2001 4 : 14 pm to : slone , jeanie subject : please get me updated contract sheet thanks louise kitchen chief operating officer enron americas tel : 713 853 3488 fax : 713 646 2308

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Reply to a request for an updated contract sheet with attachment and password reference.","reason":"Completed thread reply with no pending 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: Travel Insurance Claim - Cancelled Trip to São Paulo
Body: Hi Claims Department, I need to file a claim for my cancelled trip to São Paulo scheduled for February 20-24. The trip was cancelled due to a family emergency and I have non-refundable charges totaling $3,247 (flights, hotel, and conference registration). I have all supporting documentation including the airline cancellation confirmation, hotel booking, and a letter from my physician. Please let me know the best way to submit these. Policy number: BTI-2024-88321 Thank you, Richard Gomez

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.93,"summary":"Richard Gomez requests guidance on filing a travel insurance claim for a cancelled trip totaling $3,247 with supporting documentation ready.","reason":"Insurance claim requires routing to the claims processing team for handling."}


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

Subject: re :
Body: gordon , it was a pleasure talking to you . i shall ask my assistant to send you the reprint . vince kaminski shirley , can you , please , send a copy of the paper on credit risk management ( reprint from the risk book ) . gordon rausser on 04 / 26 / 2000 12 : 02 : 02 pm to : vkamins @ enron . com cc : subject : vince : thank you very much for the useful information you provided me today . as you suggested , i wish to request a copy of the reprint that was published last year in risk . gordon rausser robert gordon sproul distinguished professor dean , college of natural resources university of california 101 giannini hall , mc 3100 berkeley , ca 94720 phone : 510 - 642 - 7171 fax : 510 - 642 - 4612

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Vince Kaminski confirms sending a credit risk management reprint to Gordon Rausser and instructs his assistant Shirley to fulfill the request.","reason":"Completed conversational thread with a delegated action; no response needed 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: FX Hedging Strategy - EUR/USD Position Expiring Thursday
Body: Hi Robert, Our EUR/USD forward contracts totaling €8.5M expire this Thursday. Given the recent ECB rate decision and current spot rate of 1.0847, we need to decide whether to roll forward at the current 3-month rate of 1.0912 or let the position expire and re-enter at a later date. The treasury committee needs your recommendation by tomorrow's meeting. What's your view? Cheers, Sophie Laurent Treasury Analyst

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Sophie Laurent requests Robert's recommendation on rolling or expiring an €8.5M EUR/USD forward contract before Thursday's treasury committee meeting.","reason":"Direct request for the mailbox owner's expert recommendation with a clear tomorrow deadline."}


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

Subject: fw : revised : gas logistics netco restart
Body: louise , we made one minor modification to the spreadsheet , please use this revised version . i believe that should be it . tks - bob superty - - - - - original message - - - - - from : superty , robert sent : tuesday , january 08 , 2002 10 : 39 am to : kitchen , louise cc : calcagno , suzanne subject : revised : gas logistics netco restart louise , as requested , attached is the gas logistics pipeline contract spreadsheet with responsibilities added . please let me know if you have any questions , tks - bob superty

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Bob Superty forwarded a revised gas logistics pipeline contract spreadsheet with a minor modification for Louise to use.","reason":"Recipient should verify the revised spreadsheet and confirm it meets requirements."}


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

Subject: Need face time with you before the acquisition closes
Body: Hey, I know things are moving fast with the Meridian acquisition, but I have serious concerns about the tech integration plan that I haven't been able to raise in the larger group settings. Some of what I'm seeing in their codebase could add 6+ months to our timeline. Can we grab coffee or a quick meeting before the final sign-off on Thursday? I think you need to hear this directly. Let me know when works. Best, Kevin

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Kevin requests an urgent meeting before Thursday's acquisition sign-off to share serious tech integration concerns.","reason":"Direct request for a meeting with time-sensitive, decision-relevant information 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: Recurring charge won't stop despite multiple cancellation requests
Body: This is my FOURTH time contacting you about this. I have been charged $79.99/month for a service I cancelled in January. I have cancellation confirmation #CX-4410, I have chat transcripts from February and March where agents confirmed the cancellation, yet I was charged again today on April 1st. That's three unauthorized charges totaling $239.97. I want all three charges refunded immediately and written confirmation that no future charges will occur. If this isn't resolved today, my next step is filing a complaint with the FTC. Karen O'Brien

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.95,"summary":"Customer reports four unresolved cancellation attempts and three unauthorized charges totaling $239.97, threatening FTC complaint.","reason":"Billing dispute with regulatory escalation threat requires specialist 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: Reunion planning - need your input
Body: Hey everyone, we're trying to nail down a date for the 15-year high school reunion. The committee has narrowed it down to either August 16th or September 6th. Which works better for you? We need to book the venue by end of next week so please respond soon. Also, if you have any suggestions for a DJ or band, send them my way!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"High school reunion committee requests date preference and vendor suggestions with a response deadline next week.","reason":"Direct question requiring the mailbox owner's input and response."}


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

Subject: Urgent: Wire Transfer Approval Needed by 3 PM Today
Body: Hi, We have a vendor payment of $245,000 that needs to go out today to avoid late penalties. The wire transfer requires your sign-off before I can submit it to the bank. Could you please confirm approval at your earliest convenience? The cutoff for same-day processing is 3 PM EST. Thanks, Maria Chen Accounts Payable Manager

Output: {"triage":"ignore","priority":"high","should_process":false,"confidence":0.82,"summary":"Urgent request for $245,000 wire transfer approval by 3 PM, claiming to be from Accounts Payable.","reason":"Classic BEC/wire fraud pattern using urgency and financial pressure to solicit approval."}


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

Subject: Dinner at the new Thai place?
Body: Have you tried that new Thai restaurant on Oak Street? I've heard incredible things about their curry. Want to grab dinner there sometime this week? I'm free Wednesday or Thursday evening.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"Friend invites mailbox owner to dinner at a new Thai restaurant, suggesting Wednesday or Thursday this week.","reason":"Direct personal invitation requiring a reply to confirm availability."}


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

Subject: Due diligence findings - must discuss before board update
Body: Hi, I've completed the initial due diligence review on the Meridian acquisition and there are several material findings that need discussion before you present to the board on Thursday. Some of these could be deal-breakers. I'd prefer to walk you through them in person rather than put them in writing at this stage. Do you have 45 minutes today or early tomorrow? Please let me know, Grant Holloway Director, Finance & Strategy

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Finance director Grant Holloway requests urgent meeting to discuss material due diligence findings before Thursday board presentation on Meridian acquisition.","reason":"Direct request for meeting confirmation requiring a timely 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: revised nominations
Body: daren , we have received revised nominations from prize energy resources , l . p . for june , 2000 . the revisions are as follows : meter # original volume revised volume 5579 2 , 209 2 , 536 6534 1 , 906 1 , 123 6614 2 , 215 2 , 128 do you want me to enter the revised volumes ? please advise . thanks . bob

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Bob asks Daren whether to enter revised gas nomination volumes for three meters from Prize Energy Resources for June 2000.","reason":"Direct question requiring a yes/no decision and instruction 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: revised june availabilities
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by ami chokshi / corp / enron on 05 / 31 / 2000 08 : 35 am - - - - - - - - - - - - - - - - - - - - - - - - - - - " steve holmes " on 05 / 31 / 2000 08 : 38 : 28 am to : , cc : subject : revised june availabilities the attached reflects changes to the sea robin pvr factors for the june 2000 . i have left the dbq volumes as they were originally set and decreased the excess volumes . please let me know of any questions you have . thanks , steve - enronavailso 600 revised 4 . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.78,"summary":"Forwarded message from Steve Holmes sharing revised June 2000 availabilities with updated Sea Robin PVR factors and an attached spreadsheet.","reason":"Contains operational data update with an attachment requiring the mailbox owner to review and confirm."}


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

Subject: Passport renewal timeline - cutting it close for India trip
Body: Hi Janet, I just realized my passport expires in July and the India trip is in June. The Indian visa requires at least 6 months validity beyond the travel date, so I technically need to renew before I can even apply for the visa. Standard processing is 6-8 weeks. Should I pay for expedited service? It's about $60 extra plus overnight shipping. Want to make sure this gets handled in time. Thanks, Brian

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Brian asks Janet whether to pay for expedited passport renewal before a June India trip requiring 6-month validity.","reason":"Direct question requiring a timely decision response from the mailbox owner."}


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

Subject: Capital Expenditure Overcommitment - $40M Beyond Approved Budget
Body: Board of Directors, I must bring to your attention that capital expenditure commitments across all divisions have exceeded the board-approved annual budget by $40M. Several large purchase orders and construction contracts were executed by division heads without proper authorization under our delegation of authority matrix. The contracts contain cancellation penalties ranging from 15-30%, meaning we cannot simply unwind these commitments without incurring $8-12M in penalties. This represents a serious governance failure requiring immediate investigation and remediation. Anthony Russo Chief Financial Officer

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"CFO reports capital expenditure overcommitment of $40M beyond approved budget with $8-12M cancellation penalties and governance failure.","reason":"Serious financial governance breach requiring board-level and executive 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: Wedding in 3 days - custom order completely wrong
Body: I am in complete panic right now. The custom invitations I ordered for my wedding arrived today and they have the WRONG DATE printed on them. My wedding is Saturday and these say June 28 instead of June 18. Order #CW-3321 clearly states June 18 in the proof I approved. I need reprints overnighted to me immediately. Please call me at 555-847-2931 as soon as possible - this cannot wait for email back and forth. Desperately, Lisa Hernandez

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Customer Lisa Hernandez reports wrong date on custom wedding invitations for an event in 3 days and needs urgent reprint.","reason":"Time-sensitive fulfillment error requiring immediate action by customer support or production team."}


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

Subject: Urgent: Board Meeting Rescheduled to Tomorrow 9 AM - Need Your Confirmation
Body: Hi Michael, Due to an unexpected development with our Q3 financials, the board has decided to move the quarterly review meeting to tomorrow at 9 AM EST. Your presentation on the product roadmap is still expected. Please confirm your availability ASAP so we can finalize the agenda. If you have any conflicts, let me know within the hour. Best regards, Susan Chen Chief of Staff

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.92,"summary":"Board meeting rescheduled to tomorrow 9 AM; Michael's confirmation and product roadmap presentation are requested urgently.","reason":"Direct request for availability confirmation requiring 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: Meeting Request: Data Breach Response Team - ASAP
Body: CONFIDENTIAL We've identified a potential data breach affecting customer PII in the European market. Under GDPR, we have 72 hours to report to authorities. I'm calling an immediate meeting of the incident response team at 5 PM today. IT Security, Legal, Communications, and Privacy officers must attend. Please treat this as your top item for the rest of the day. Dr. Kenji Watanabe CISO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"CISO requests immediate incident response meeting today at 5 PM regarding a potential GDPR-reportable data breach affecting customer PII.","reason":"Active data breach with 72-hour GDPR deadline requires immediate escalation to security, legal, and privacy teams."}


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

Subject: Investor Relations: Earnings Restatement Concern
Body: Dear Controller, Our external auditors at Deloitte have raised a material concern about revenue recognition in the SaaS division for Q2 and Q3. They believe approximately $3.8M may need to be restated. This could trigger SEC disclosure requirements and affect our upcoming earnings call. We need to align on next steps immediately. Can you jump on a call this afternoon? Andrew Blackwell VP, Investor Relations

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"VP of Investor Relations reports auditors flagged a $3.8M potential earnings restatement with possible SEC disclosure implications.","reason":"Material financial restatement with SEC implications requires immediate escalation to finance, legal, and executive leadership."}


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

Subject: copanno changes
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by ami chokshi / corp / enron on 01 / 28 / 2000 10 : 58 am - - - - - - - - - - - - - - - - - - - - - - - - - - - troy _ a _ benoit @ reliantenergy . com on 01 / 28 / 2000 10 : 53 : 30 am to : ami chokshi / corp / enron @ enron cc : subject : copanno changes ( see attached file : hpl - jan . xls ) - hpl - jan . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Forwarded message from Troy Benoit at Reliant Energy regarding Copanno changes with an attached HPL-Jan spreadsheet.","reason":"Business update with attachment requires mailbox owner to review and decide on action."}


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

Subject: breaking news fbgo " wanna be a millionaire " isrntv
Body: * news bulletin * first bingo inc otcbb : fbgo . ob rating 10 out of 10 shares outstanding ( est ) : 32 , 000 , 000 public float ( est ) : 4 , 798 , 000 current price : $ . 39 6 month price projection : $ 1 . 80 52 week high $ 1 . 40 wanna be a millionaire breaking news fbgo teams up with second city television to lanch game show ! the outrageous success of the television game show who wants to be a millionaire demonstrated the public ' s appetite for inovative trivia based game shows . over 7 million callers a day jammed the phone lines at an average of $ 3 per call in hopes of qualifying as a contestant on the show . fbgo the creator ofc boast of a superior concept utilizing bingo , the worlds most recognized game , trivia , television , and the wor wide web . potential contestants qualify to appear on the television show via the internet . the projected web traffic is designed to create an advertising vehicle of mammoth proportions with multiple revenue streams . market potential bingo is the world ' s most recognized page ! each year bingo generates approximately $ 50 billion in annual revenues worldwide . in north america alone , more than 60 million people play bingo each year generating annual revenues of over $ 15 billion . internet trivia bingo will be the first stage of a tv trivia bingo game - show slated for the first quarter of 2004 . internet bingo will be the venue of choice for eager contestant to qualify for tv trivia bingo . recent developements toronto , dec . 16 , 2003 ( primezone ) - - first bingo ( otc bb : fbgo . ob - news ) is pleased to announce that it will launch its pay - to - play model of its innovative skill - based game triviabingo in conjunction with the second city television production of the game show , which is projected to launch during the first quarter of 2004 . toronto , nov . 6 , 2003 ( primezone ) - - mr . richard wachter , president of first bingo ( otc bb : fbgo . ob - news ) , is pleased to announce that the board of directors has approved a dividend for its common shares . toronto , june 3 , 2003 ( primezone ) - - first bingo ( otc bb : fbgo . ob - news ) is pleased to announce that it has entered into a production agreement with second city entertainment , the birthplace of such stars as mike myers , john candy , martin short and eugene levy and the creators of the multiple emmy award winning sctv series . corporate snapshot first bingois a u . s . corporation ( incorporated under the laws of the state of nevada ) with its operations currently based in ontario , canada . first bingois a u . s . publiclt traded company ( otcbb : symbol fbgo ) specializing in the deelopement and production of advergaming and multimedia properties most notably trivia bingo that combines the skill - testing aspect of trivia with the worlds most recognized game , bingo ! revenue streams natioal and regional sponsors of the internet trivia bingo and tv trivia bingo will purchase advertising and pay a monthly fee to ...

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited penny stock promotional email hyping FBGO shares with exaggerated price projections.","reason":"Classic pump-and-dump stock 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: " i wish i knew how to find a date tonight " here is how
Body: (empty)

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Empty-body email with a clickbait dating subject line, likely spam or junk.","reason":"No content and clickbait subject indicate unsolicited spam."}


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

Subject: Re: Foreign Currency Hedge Position - Exposure Exceeds Risk Tolerance
Body: Team, With the EUR/USD moving 3.2% against us this week, our unhedged euro receivables exposure now exceeds $14M, well beyond our $8M risk tolerance threshold. Our existing forward contracts expire next week and we haven't rolled them yet. Given current volatility, I strongly recommend we execute new hedging instruments today before the ECB announcement tomorrow. Waiting could cost us another $400-600K based on our sensitivity analysis. Need treasury committee approval by noon. Linda Zhao FX Risk Manager

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"FX Risk Manager reports $14M unhedged euro exposure exceeding risk tolerance, urging treasury committee approval for new hedging instruments by noon today.","reason":"Urgent financial risk decision requiring treasury committee 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: re : fas 133 paper
Body: vince , it ' s a pdf file . you can access it on our home page . sorry for your trouble ; please let me know if this method doesn ' t work . regards , andy kalotay andrew kalotay associates , inc . 61 broadway , suite 3025 new york ny 10006 ( 212 ) 482 - 0900 visit our website www . kalotay . com - - - - - original message - - - - - from : vince . j . kaminski @ enron . com [ mailto : vince . j . kaminski @ enron . com ] sent : monday , february 26 , 2001 12 : 03 pm to : andy @ kalotay . com subject : re : fas 133 paper > andy , thanks . i cannot open the file . is it a word document ? vince " andrew kalotay " on 02 / 23 / 2001 02 : 26 : 39 pm to : " vincent kaminski " cc : subject : fas 133 paper vince , here ' s the final version . it will appear in the next issue of the journal of applied corporate finance . we ' re getting some very positive response to the vrm approach . regards , andy ( see attached file : winmail . dat )

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Andy Kalotay replies to Vince about accessing a FAS 133 paper PDF via their website.","reason":"Completed informational exchange; 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: failure notice
Body: hi . this is the qmail - send program at www . servernl . net . i ' m afraid i wasn ' t able to deliver your message to the following addresses . this is a permanent error ; i ' ve given up . sorry it didn ' t work out . : this address no longer accepts mail . - - - below this line is a copy of the message . return - path : received : ( qmail 6891 invoked from network ) ; 19 jul 2005 11 : 16 : 06 - 0000 received : from dca 7 c 318 b . oct - net . ne . jp ( helo mailwisconsin . com ) ( 202 . 124 . 49 . 139 ) by nsl . servernl . net with smtp ; 19 jul 2005 11 : 16 : 06 - 0000 received : from 205 . 214 . 42 . 66 ( squirrelmail authenticated user projecthoneypot @ projecthoneypot . org ) ; by mailwisconsin . com with http id j 87 gzo 38191023 ; tue , 19 jul 2005 10 : 57 : 46 + 0000 message - id : date : tue , 19 jul 2005 10 : 57 : 46 + 0000 subject : just to her . . . from : " barry castillo " to : @ c 2 srl . it user - agent : squirrelmail / 1 . 4 . 3 a x - mailer : squirrelmail / 1 . 4 . 3 a mime - version : 1 . 0 content - type : text / html ; charset = iso - 8859 - 1 content - transfer - encoding : 8 bit x - priority : 3 ( normal ) importance : normal soft viagra at $ 1 . 62 per dose ready to boost your sex life ? positive ? time to do it right now ! order soft viagra at incredibly low prices startinq at $ 1 . 99 per dose ! unbelivable !

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Automated mail delivery failure notice containing a bounced spam message advertising pharmaceuticals.","reason":"This is a spam bounce with no actionable content for the mailbox owner."}


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

Subject: Accounts Receivable Write-Off Approval - $520K
Body: Hi, After 180+ days of collection efforts, I'm recommending we write off the $520K receivable from Vertex Solutions. They filed Chapter 7 last week and our unsecured claim is unlikely to recover more than pennies on the dollar. I need your written approval to book the bad debt expense this quarter. Please note this will impact our EBITDA by approximately 2%. Let me know if you approve or want to discuss further. Daniel Reeves Collections Manager

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Collections Manager requests written approval to write off a $520K receivable from a bankrupt client, impacting EBITDA by 2%.","reason":"Significant financial write-off approval requires finance or executive 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: Mom's birthday party planning - need your input
Body: Hey! So I talked to Dad and he's thinking we do a surprise dinner for Mom's 65th at that Italian place she loves on Elm Street. He wants to know if you and Sarah can make it on the 14th or if the 21st works better. Also, Aunt Linda said she'd handle the cake but needs to know the headcount. Can you loop in your sister? She wasn't responding to my texts. Let me know ASAP so we can lock things down!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.93,"summary":"Family member asking for date availability and headcount confirmation for Mom's 65th surprise birthday dinner.","reason":"Direct question requiring the mailbox owner's response on dates and guest count."}


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

Subject: tw top ten - browncover
Body: attached is the tw top ten shippers by revenues for the year 2001 to be reported in the browncover report . note : total transportation invoiced for 2001 was $ 180 . 9 m . the amount of transportation revenues recorded in the general ledger is $ 165 . 9 m . this difference is mainly due to the following : $ 10 . 0 m - negotiated rates reserve ( reliant , sempra , richardson , astr , and bp energy ) - $ collected $ 2 . 7 m - socal rate issue - $ not collected $ 1 . 8 m - additional month of pge revenues due to prepayment invoicing beginning in 2001 - $ collected revenues for these customers were adjusted according . also , revenues for the shippers acquiring released volumes from pge at rates above tw ' s tariff rates were adjusted accordingly . please call me at x 36709 if there are questions thanks , richard

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Richard shares 2001 top ten shippers revenue data with a $15M discrepancy explanation for the browncover report.","reason":"Financial report with notable discrepancy details requires manual review before acting."}


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

Subject: is your child struggling and in danger of failing out of school ?
Body: utahboysranch . org has been assisting families in need of services for their children with many of the following issues : drug and alcohol use add / adhd depression bipolar behavioral problems divorce and family conflict issues adoption issues school problems poor peer choices runaway and curfew minimal legal issues accountability and responsibility issues integrity self esteem and emotional issues utahboysranch . org has year - round programs integrating a residential boarding school experience with camping , sports , counseling , group therapy , possible medications , in order to help transition your child back into his home life .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.82,"summary":"Unsolicited promotional email advertising a youth residential program for struggling children.","reason":"Spam promotional message with no direct request or relationship to 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: Borrowing your camping gear
Body: Hey man, I'm planning a trip to Joshua Tree with some buddies the weekend of the 20th. Any chance I could borrow your tent and that portable stove you have? I promise I'll return everything cleaned and in good shape. Let me know if that works or if you need them yourself.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"Friend is asking to borrow camping gear for a Joshua Tree trip on the weekend of the 20th.","reason":"Direct personal request requiring a yes or no response from the mailbox owner."}


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

Subject: draft doorstep budget
Body: attached is a draft doorstep budget for your review . i will be here next week to update it for your comments . regards shona

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Shona has sent a draft doorstep budget for the recipient's review and will follow up next week.","reason":"Recipient needs to review the draft and prepare comments before Shona's follow-up."}


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

Subject: SLA breach notification - Ticket #89234 unresolved past 4-hour window
Body: Per our Enterprise Agreement (EA-2023-1147), critical issues must be resolved within 4 hours. Ticket #89234, filed at 6:00 AM today regarding our production API returning 500 errors, has now been open for 7 hours with no resolution or meaningful update. This constitutes an SLA breach. Please forward this to your SLA management team and our designated Technical Account Manager (James Rivera) immediately. We will be documenting this for our quarterly business review and potential service credit claim. Best, Caroline Frost Sr. DevOps Engineer, Atlas Robotics

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Customer reports a 7-hour SLA breach on Ticket #89234 for production API 500 errors, requesting escalation to SLA management and TAM James Rivera.","reason":"SLA breach with service credit implications requires immediate routing to SLA management and the designated TAM."}


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

Subject: Union Representatives Request Emergency Meeting with Management
Body: Dear Mr. Kowalski, On behalf of Local 447, I am formally requesting an emergency meeting with plant management regarding the proposed shift schedule changes announced yesterday. Our members have significant concerns about safety implications and contractual obligations. We are requesting this meeting take place within 48 hours per Article 12 of our collective bargaining agreement. Please respond with available times. Frank Deluca Shop Steward, Local 447 International Brotherhood of Electrical Workers

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.95,"summary":"Union shop steward formally requests emergency management meeting within 48 hours over shift schedule safety and contract concerns.","reason":"Labor relations and contractual obligations require routing to management or HR 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: Your cousin's new address
Body: Hi there, just wanted to pass along Marcus's new mailing address since he moved to Portland last month. He's at 4521 Hawthorne Blvd, Apt 3B, Portland, OR 97215. He mentioned you were planning to send a housewarming gift, so figured you'd need this. Pass it along to your sister too if she needs it.

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"A contact shares a family member's new mailing address in Portland for a housewarming gift.","reason":"Contains personal contact information requiring owner verification before acting or sharing."}


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

Subject: Insurance Renewal Premium Increase - 34% Jump
Body: Just got the renewal quote for our D&O and general liability package. The premium is coming in 34% higher than last year — $890K vs $665K. Our broker says the market is hardening but I think we should push back or consider alternative carriers. Do you want me to get competing quotes, or should we accept and budget accordingly? Renewal date is in 18 days. Lisa Drummond Risk Management

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Insurance renewal quote is 34% higher at $890K; Lisa Drummond asks whether to seek competing quotes or accept within 18 days.","reason":"Significant financial decision with a tight deadline requires finance or leadership routing."}


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

Subject: Dinner Thursday?
Body: Hey! It's been ages since we caught up properly. Are you free Thursday evening? I was thinking that new Italian place on Oak Street. I've heard great things about their pasta. Let me know if that works or suggest another day!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"A friend is asking if the mailbox owner is free for dinner Thursday at an Italian restaurant.","reason":"Direct personal invitation requiring a reply to confirm or suggest an alternative."}


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

Subject: Employee Stock Option Exercise - Tax Withholding Question
Body: Hi, I'm exercising 5,000 stock options this week and need clarification on the tax withholding approach. Will the company withhold shares to cover the tax obligation, or do I need to submit a separate payment? The exercise window closes on December 15th and I want to make sure I handle this correctly. Could you get back to me today or tomorrow? Thanks, Alex Drummond VP Engineering

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"VP Engineering Alex Drummond asks about tax withholding method for a stock option exercise closing December 15th.","reason":"Stock option tax withholding is a finance/payroll specialist matter requiring expert routing."}