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

Subject: Embezzlement Suspicion - Controller at Subsidiary Office
Body: CONFIDENTIAL Dear Mr. Henderson, During a routine reconciliation, I discovered irregularities in the Dallas subsidiary's bank accounts. There appear to be 23 wire transfers over 8 months totaling $312,000 to an entity that doesn't match any approved vendor in our system. The transfers were all below the $15,000 single-approval threshold. Preliminary research shows the receiving entity may be linked to our subsidiary controller. I have not confronted the individual and am maintaining normal operations to avoid alerting them. Please advise on next steps - should I contact legal or HR first? Confidentially, Amanda Price Senior Staff Accountant

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Senior accountant reports suspected embezzlement via 23 unauthorized wire transfers totaling $312,000 possibly linked to a subsidiary controller.","reason":"Suspected financial fraud requires immediate escalation to legal, finance, or senior management."}


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

Subject: friday brown bag lunch on option pricing
Body: zimin , i have talked to alex about it . i don ' t think that the additional seminars will crowd out the brown bag lunches . the seminars are really targeted to people who recently joined the group and have very limited , or zero , exposure to energy markets . for most members of the group it should be the piece of cake . brown bag lunches are not that time intensive , except for the speaker . plus , we ran out of days available for lunch meetings . vince - - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 01 / 03 / 2001 08 : 27 am - - - - - - - - - - - - - - - - - - - - - - - - - - - alex huang @ enron 01 / 02 / 2001 12 : 15 pm to : vince j kaminski / hou / ect @ ect cc : stinson gibner / hou / ect @ ect subject : friday brown bag lunch on option pricing vince , this is a brief summary of last year ' s friday brown bag lunch option pricing series . we had about 15 lectures , given by the following people : grant , stinston , vasant , krishna , zimin , maureen , clayton , paulo , chonawee , myself , and some outside speakers . we were able to attract some outside audience as well . overall the response is quite encouraging and we have planned to continue it . in light of the presently scheduled seminars on " energy derivatives " , it seems our friday schedule will be too crowded if we have seminars on " energy derivatives " on two fridays and fbblop on other fridays . what ' s your suggestion ? should we discontinue the fbblop ? we also have scheduled january 19 for tom halliburton ' s visitor leon lasdon from ut austin to talk on non - linear programming . should we cancel it ? best , zimin & alex

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Alex and Zimin ask Vince whether to continue Friday brown bag lunches on option pricing given new energy derivatives seminars crowding the schedule.","reason":"Vince has already drafted a response and the thread requires his decision or reply."}


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

Subject: largest collection of porn mo \ / ies ever - x 22
Body: we have the hottest pornostars pics and videos inside . thousands of new photo and clips , including pornostars movies . see hot pornostars videos now ! click here for http : / / dais . biz . lediesnight . biz   cool photos and video clips and dvd movies - - - - - - - - - - - - - - accretion cart calico berg coriolanus assimilate dogmatic africa chatty ashmolean arcade cookbook

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email advertising adult content websites with random filler text.","reason":"Obvious spam with adult content promotion; 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: re : tw unsubscribed capacity
Body: i migrated the new web pages to www . hottap . enron . com and have tested them , everything looks okay . please let me know if you have any questions . thanks jeff - - - - - original message - - - - - from : huo , jeff sent : fri 2 / 8 / 2002 1 : 57 pm to : lokay , michelle ; frazier , perry cc : hermanek , patty ; kuehl , toby ; lindberg , lorraine subject : re : tw unsubscribed capacity we will migrate these new changes to production ( www . hottap . enron . com ) on next monday night , and i will send a confirmation email out when it is done . please let me know if you have any questions or concerns . thanks jeff - - - - - original message - - - - - from : lokay , michelle sent : friday , february 08 , 2002 1 : 41 pm to : huo , jeff ; frazier , perry cc : hermanek , patty ; kuehl , toby ; lindberg , lorraine subject : re : tw unsubscribed capacity this looks good from the commercial side . i am assuming that when a customer uses the " view printable page , " that printout header cannot be frozen . otherwise , this is what we are looking for as far as viewing this spreadsheet on line . when the formatting issues are resolved , i recommend we move this to production . thanks . - - - - - original message - - - - - from : huo , jeff sent : friday , february 08 , 2002 8 : 39 am to : kuehl , toby ; frazier , perry ; lokay , michelle cc : hermanek , patty subject : re : tw unsubscribed capacity i added an extra " printable page " button on the page so that the entire page can be printed out . michelle , please let me know if you still have problems to get to the tw unsubscribed capacity page . sorry about the delay . thanks . jeff x 39290 - - - - - original message - - - - - from : kuehl , toby sent : thursday , february 07 , 2002 10 : 09 am to : frazier , perry ; huo , jeff subject : re : tw unsubscribed capacity importance : high i have an issue with this format . when you print it the header nor disclaimer no longer shows up . we have run into this issue before , and that is why we have not put it in frames . we may need to look at another format to cover the on - line users and the customers that print this report . this has been an on going issue on - line when you scroll down you lose the header . the printing customers won ' t think to highly of this format . my suggestion is lets try look at another format that will cover both sides ( printing and viewing ) . jeff / perry , we may have to get together and discuss this issue . toby - - - - - original message - - - - - from : frazier , perry sent : thursday , february 07 , 2002 9 : 56 am to : kuehl , toby subject : fw : tw unsubscribed capacity call me to discuss . perry 3 - 0667 - - - - - original message - - - - - from : huo , jeff sent : wednesday , february 06 , 2002 4 : 07 pm to : frazier , perry cc : stacy , don subject : tw unsubscribed capacity please go to our testing site to view the modified tw unsubscribed capacity web page and see if this is what you guys want . i removed the ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Jeff confirms migration of TW unsubscribed capacity web pages to production and invites questions.","reason":"Routine FYI confirmation email requiring no reply or further action."}


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

Subject: mike miller
Body: i talked to him - he wants mexico chris calger 503 - 464 - 3735

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.55,"summary":"Sender reports talking to Mike Miller, who wants Mexico, and provides a contact number for Chris Calger.","reason":"Vague internal message with a contact number requires manual review to determine context and action."}


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

Subject: Dog walker recommendation
Body: Hey! You mentioned last week that you were looking for a reliable dog walker. My neighbor uses someone named Carla through the Pawsome Walks service and absolutely loves her. She charges $20 per 30-minute walk and is super trustworthy - she's been walking their golden retriever for two years. I think your sister was also looking for one, right? Maybe pass this along to her too. Carla's number is 555-0187.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"A friend recommends a dog walker named Carla from Pawsome Walks at $20 per 30-minute walk.","reason":"Personal informational message requiring no reply or action; suitable for archiving."}


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

Subject: Investor meeting prep - we need to align on projections
Body: The Sequoia partners want to meet next Tuesday and they specifically asked about our path to profitability. Our current deck has conflicting numbers between what Finance shared and what we told them in the last call. We absolutely need to get in a room Monday and iron this out. What does your Monday look like? I can move my 10 AM if that helps. This round depends on us being buttoned up. - Priya

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Priya requests an urgent Monday meeting to reconcile conflicting financial projections before a Sequoia investor meeting on Tuesday.","reason":"Time-sensitive investor prep requires direct coordination and a prompt reply."}


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

Subject: re : job posting
Body: hi vince , this posting is for my group . thanks for the referral . - - - - - original message - - - - - from : kaminski , vince sent : tuesday , april 24 , 2001 5 : 31 pm to : goodpasture , john ; watson , kimberly ; ferrell , lee ; kaminski , vince cc : krishnarao , pinnamaneni subject : job posting i am teaching a class at rice and one of my very bright students sent her resume in response to this posting . do you know who posted this job ? vince kaminski - - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 04 / 24 / 2001 05 : 27 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - " helen demianenko " on 04 / 24 / 2001 02 : 11 : 05 pm please respond to to : cc : subject : job posting dear vince , thanks for talking to me this morning about the sr . risk analyst position . here is where you can find the job description for that position : also , i have cut and pasted it down below , just in case . i appreciate your assistance in this matter and will start working on my cover letter right away . i would also like to talk to somebody to get a better feel for the position ( is this really an mba level position and how much of the in - depth learning opportunities for the derivatives market does it entail ? ) sincerely , helen demianenko p . s . i have attached my resume ( one more time ) . sr risk analyst essential functions : primary accountability for managing the ets risk book structure and processes from a pipeline ( front office ) perspective . work within current nng and tw marketing organizations to effectively integrate risk books into daily marketing and structured product activities . provide feedback to management regarding overall and specific risk positions . provide support for consistent and accurate deals entry / reporting for stand alone risk management system . create ad - hoc reports to assist management in risk analysis . responsible for managing and providing enhancements to the capacity books : ? maintain functionality and provide leadership for new functionality from a users perspective . provide support and direction for integration of capacity books and revenue management project . support revenue management team essential requirements : ba / bs in finance or accounting ( mba preferred ) . minimum of two years financial instruments experience . excellent quantitative / analytic and systems skills . knowledge of commodity risk book concepts . understanding of physical natural gas market , interstate transportation and financial derivatives . ability to interface with structuring / marketing groups in order to define business requirements . ability to provide leadership for business and system processes . excellent communication skills with an ability to communicate across organization with varied skill sets and ideas . must be self - motivated with a high level of energy preferred skills : na . special characteristics : this job functions in a team - oriented , fast - paced ...

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"A colleague confirms the Sr. Risk Analyst job posting belongs to their group, following Vince's inquiry about a student referral.","reason":"Owner should review to determine next steps for the referred student's application."}


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

Subject: Supplier crisis - need cross-functional meeting TODAY
Body: Team, Our primary semiconductor supplier just notified us of a 12-week delay on the XR-400 chips. This directly impacts our holiday product launch. I need Supply Chain, Product, and Marketing in a room by 4pm today to assess impact and develop contingency plans. If you can't attend personally, send someone empowered to make decisions. Reply confirming. - Thomas Chen COO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"COO Thomas Chen requests an urgent same-day meeting with Supply Chain, Product, and Marketing due to a 12-week semiconductor supplier delay impacting holiday launch.","reason":"Critical operational crisis from COO requiring immediate cross-functional coordination and escalation."}


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

Subject: Contaminated shipment received - food safety concern
Body: Dear Customer Service, We received our weekly bulk food order (PO #FD-88123) this morning and multiple items show signs of contamination - visible mold on sealed packages and a foul odor from the refrigerated items. The internal temperature of the cold items reads 58°F, well above safe limits. We are a school cafeteria serving 800 children daily. We need this forwarded to your food safety and quality assurance team immediately. We also need an emergency replacement shipment by tomorrow morning or we cannot serve meals. Photos attached. Nancy Chen Food Services Director Maple Grove School District

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"School cafeteria reports contaminated bulk food order with mold, foul odor, and unsafe cold-chain temperatures, requesting urgent escalation and replacement shipment.","reason":"Critical food safety issue affecting 800 children requires immediate routing to food safety and QA teams."}


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

Subject: data request
Body: louise , i worked with the team this morning and developed the following . please call me at 281 - 463 - 4421 or 713 - 851 - 5456 if you would like to discuss . jr current employee count : 62 ( includes 4 people in calgary ) first cut : 4 people revised employee count : 58 names / impact john oh - - fewer people to support in portland , so less it support staff needed greg hibbert - - fewer people to support in calgary , so less it support staff needed yvonne francios - - outsource video conferencing support ( no cost reduction ) randy buckman - - no executive support ; executives will have receive trader level support second cut : 4 people revised employee count : 54 shari daugherty - - reduced service level in security adminitration and no backup janet devereaux - - outsource phone switch support / backup to avaya ( cost increase ) roberto deleon - - rely on ubs for security investigations and policy faheem qavi - - rely on ubs for security investigations and policy third cut : 5 people revised employee count : 49 jenny rub , bob mcauliffe , keith dziadek , chris behney , bruce smith - - reduced management structure , rely on ubs for software and vendor management . organizational management for the following functions would be moved to somewhere else in the it organization : command center , change managment , batch scheduling , server and storage , networking fourth cut : 2 people revised employee count : 47 gary bode , trey rhodes - - rely on ubs ' corporate email services ; no staff or operations available in houston fifth cut : 2 people revised employee count : 45 troy beyer , ryan brennan - - no source code management and batch scheduling software support ; developers would become responsible for the management of these functions .

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.82,"summary":"A colleague shares a multi-phase IT headcount reduction plan cutting from 62 to 45 employees, with named individuals and service impact notes.","reason":"Message contains sensitive staffing reduction data requiring the recipient's review and decision."}


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

Subject: visiting enron may 4 th
Body: christie , fyi . a message i received from stanford . vince - - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 04 / 09 / 2001 11 : 20 am - - - - - - - - - - - - - - - - - - - - - - - - - - - " susan c . hansen " on 04 / 06 / 2001 06 : 14 : 10 pm to : vince . j . kaminski @ enron . com cc : clovell @ stanford . edu , donna lawrence , hillh @ stanford . edu , bambos @ stanford . edu subject : visiting enron may 4 th dear vince , this is great news ! donna and i are delighted that you have time to see us on may 4 th . i ' ll be out of the office next week . by copy of this email to my assistant , carol lovell , i will ask her to get in touch with shirley for scheduling as well as directions on where to meet you . we ' ll be glad to meet with christie patrick as well . looking forward to meeting you , susan at 05 : 36 pm 4 / 6 / 01 - 0500 , you wrote : > susan , > > thank you for your message . i shall be glad to meet with you on may the > 4 th . > i shall ask my assistant , shirley crenshaw ( 713 ) 853 5290 , to call you to > set up the meeting . > > also , for your information , we have recently set up a special unit to > coordinate enron ' s > relationships with the universities . the person running this unit is > christie patrick . > please , feel free to contact her and give my name as a reference . i shall > coordinate the meeting > on may the 4 th with her . > > vince > > > additional information re christie : > > phone : ( 713 ) 853 - 6117 > > email : christie _ patrick @ enron . com > > > > > > " susan c . hansen " on 04 / 03 / 2001 04 : 33 : 54 pm > > to : vkamins @ enron . com > cc : > subject : visit from stanford ? > > > dear dr . kaminski , > > let me briefly introduce myself , i am the director of corporate relations > for the school of engineering at stanford university . in this role , i am > always on the watch for ways to bring our faculty together with companies > that have an appetite for engagement with top tier research institutions . > > i believe you know hill huntington , who is a senior researcher with > stanford ' s energy modeling forum . he suggested i get in touch with you for > some ideas about contacts at enron . i ' m in the process of planning a trip > to texas in early may along with my colleague donna lawrence , the > university ' s director of corporate relations . we were hoping to be able to > include a stop at enron on our itinerary . right now it appears that friday , > may 4 th would work best for us but we ' re at the very beginning of our trip > planning . > > the purpose of our visit would be to review the current relationship > between enron and stanford , to give you an overview of current priorities > in the school of engineering , and ask for your help in identifying the best > points of contact . > > i look forward to hearing from you about your availability , > > sincerely , > susan hansen > > > > > susan c . hansen > director , corporate relations > school ...

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Vince forwards a Stanford corporate relations visit confirmation for May 4th, noting Christie Patrick should be involved in the meeting.","reason":"Christie is directly mentioned and should be aware of the upcoming Stanford visit to coordinate."}


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

Subject: i know you will love looking into this one .
Body: can you check if all the gifts given out on the gas floor for boss ' s day were paid for by our employees or enron .

Output: {"triage":"review","priority":"high","confidence":0.72,"should_process":true,"summary":"Sender asks whether gifts distributed on the gas floor for Boss's Day were paid for by employees or by Enron.","reason":"Potential policy or compliance concern requiring manual review and verification."}


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

Subject: out of the office
Body: i will be out of the office beginning thursday , 12 / 24 , returning on tuesday , 1 / 4 . in my absence , i have asked steve venturatos to be the point person for texas operations . i realize that many of you will be working over the new year ' s week - end to ensure a smooth transaction into the new year . in advance , i truly appreciate all of the efforts . additionally , i would like to be kept informed on any critical issues , mainly so that i have no surprises when i return . therefore , i have provided numbers below where i can be reached . i will leave it to your discretion as to whether you call me or leave me a voice mail in the office . as you all know , i would rather be informed than surprised ! pager 877 - 497 - 3757 cellular 713 - 417 - 2995 home 970 - 920 - 2293 & 970 - 920 - 2294 thanks to each of you for your dedication . i hope each of you have a wonderful and safe holiday !

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Sender announces an out-of-office period from December 24 to January 4, designating a point person and providing contact numbers for critical issues.","reason":"Routine out-of-office notification requiring no reply or action from the recipient."}


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

Subject: resume - gloria smith
Body: please read the resume of gloria smith and provide me feedback if she fits your needs . let me know if you ' d like to interview her . she is through a recruiter at a 20 % fee . toni her references indicate strengths in the area ? enron is requiring experiences . ? she prefers the gas environment . ? her qualifications are : masters in education ; bba - accounting experienced in day to day pipeline ? and gas ? activity providing net outs , resolve price and volume discrepancies , volume management , settling cash outs , verifying imbalances , processing transportations invoices , settlements , and project accounting as required . financial reporting , assisting in preparing sec reporting , balance sheet reconciliation , and ferc reporting . excellent interpersonal skills , will be able to effectively communicate with all levels of management , vendors , and customers . seeking permanent , but will consider project to permanent . current salary 45 k - smith _ gloria _ 062000 _ revised . doc

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"A recruiter named Toni is submitting Gloria Smith's resume for consideration, noting a 20% placement fee and her accounting and gas industry background.","reason":"Candidate submission requires the mailbox owner to review qualifications and decide on next steps."}


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

Subject: White-label client discovered our branding exposed in your system
Body: Hi, One of our white-label clients just informed us that YOUR company's branding and contact information appeared in an error message on what's supposed to be OUR branded portal. This completely undermines our white-label agreement and reveals our technology provider to our client. This has happened with our highest-value client ($2.1M annual contract with them). I need this forwarded to your product team and our dedicated account manager, Jessica Torres, immediately. This is a contractual violation. Best, Daniel Hoffman CEO, PlatformEdge Solutions Partner Account: PE-00045

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"CEO reports company branding exposed in white-label client portal, claiming a contractual violation affecting a $2.1M client.","reason":"Contractual breach allegation with a high-value client requires immediate routing to account manager and product team."}


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

Subject: CEO Request: Urgent wire transfer needed before 3pm
Body: Hi, I'm in a meeting and can't talk right now but I need you to process an urgent wire transfer of $24,500 to a new vendor before 3pm today. This is time-sensitive and confidential. Please don't discuss with anyone else. I'll send the bank details in the next email. Confirm receipt of this message ASAP. Sent from my iPhone - David Morrison, CEO

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Message purportedly from CEO requests urgent $24,500 wire transfer to a new vendor before 3pm today.","reason":"Classic BEC fraud pattern; escalate to finance and security for verification before any action."}


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

Subject: fw : pga tour championship
Body: do you want any tickets ? tammie schoppe enron americas - office of the chair assistant to louise kitchen 713 . 853 . 4220 office 713 . 646 . 8562 fax 713 . 253 . 2131 mobile - - - - - original message - - - - - from : hitchcock , dorie sent : friday , october 19 , 2001 1 : 38 pm to : hillis , kimberly ; kitchen , louise ; lavorato , john ; schoppe , tammie ; allen , phillip k . ; belden , tim ; calger , christopher f . ; colwell , wes ; deffner , joseph ; duran , w . david ; haedicke , mark e . ; kishkill , joe ; arnold , john ; arora , harry ; baughman , edward d . ; black , don ; breslau , craig ; clifford , douglas ; collonges , remi ; davies , derek ; dayao , anthony ; devries , paul ; forster , david ; foster , chris h . ; gonzalez , orlando ; grigsby , mike ; hedstrom , peggy ; herndon , rogers ; josey , scott ; keel , allan ; keohane , peter ; kitagawa , kyle ; lagrasta , fred ; luce , laura ; martin , thomas a . ; mcdonald , michael ; mcmichael jr . , ed ; miller , don ( asset mktg ) ; mrha , jean ; neal , scott ; oxley , david ; parquet , david ; presto , kevin m . ; scott , laura ; shively , hunter s . ; sturm , fletcher j . ; swerzbin , mike ; thomas , jake ; tricoli , carl ; tycholiz , barry ; vickers , frank ; whitt , mark ; wiggs , brett ; zipper , andy ; zufferli , john ; burns , jennifer ; mcconnell , mike ; phillips , cathy ; shankman , jeffrey a . ; hickerson , gary ; mcclellan , george ; aronowitz , alan ; beyer , michael j ; blesie , brad ; bradley , michael ; clarke , niamh ; curran , greg ; forness , bob ; gonzales , eric ; harris , clay ; hirl , joseph ; kravas , christopher ; lawyer , larry ; leach , doug ; lewis , jim ; lien , thor ; maffett , randal ; mahoney , chris ; mcgowan , kevin ; nowlan jr . , john l . ; price , brent a . ; quilkey , paul ; reck , daniel ; schroeder jr . , don ; schroeder , mark ; sekse , per ; tawney , mark ; white , bill ; whitehead , jonathan ; wilson , john l . ; bowen jr . , raymond ; ford , sue ; mcmahon , jeffrey ; schiller , marsha ; battaglia , tim ; brown , becky ; brown , bill w . ; burgher , cedric ; castleman , kent ; crane , bob ; garner , bruce ; hermans , greg ; holzer , eric ; howe , bob ; kelemen , andy ; malcolm , rodney ; noel , thierry ; reed , andrea v . ; saltiel , robert ; young , steve cc : assaf , lisa ; burry , jessica ; cappelletto , nella ; chatterton , jill ; clyatt , julie ; collins , angie ; crawford , sharon ; davidson , debra ; deas , patty ; gawiuk , carlee ; gustafson , mollie ; hrach , april ; huculiak , lindsey ; mcculloch , angela ; mcisaac , lisa ; mehrer , anna ; o ' neil , carla ; sheppard , kathryn ; tu , cindy ; zavala , cristina ; armstrong , kristy ; baker , donna ; coneway , betty j . ; ford , yolanda ; foust , sue ; frenzel , delores y . ; isbell , shirley ; jones , carmella ; palmer , rhonna ; ramos , salisha ; solis , gloria ; stokes , cindy ; taylor , helen ; templeton , kelly ; travis , jackie ; villanueva , chantelle ; zoch , judy ; aguilar ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Tammie Schoppe forwards a group email asking recipients if they want tickets to the PGA Tour Championship.","reason":"Routine optional ticket offer forwarded to a large group; no action required."}


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

Subject:   ( b
Body:   $ b ! zck % 3 ! % 9 ! [ -   ( b http : / / awg . webchu . com / sweet - s / ? delil   $ b ! zlk % 3 ! % 9 ! [   ( b http : / / awg . webchu . com / sweet - s / ? deli 2   $ b # # # # # # # # # # # # # #   ( b sweet _ 777 @ pochta . ru   $ b # # # # # # # # # # # # # #   ( b

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Message contains obfuscated nonsensical text with suspicious links and appears to be junk or spam.","reason":"Nonsensical obfuscated content with suspicious URLs indicates junk mail."}


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

Subject: professor bambos ' itinerary
Body: hello all : attached please find the itinerary for professor bambos . if any corrections need to be made , please let me know . thanks and have a great day ! shirley 3 - 5290

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Shirley shares Professor Bambos's itinerary and asks for any corrections to be sent back.","reason":"Routine informational FYI message requiring no direct action from this mailbox."}


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

Subject: wellhead deals changed
Body: daren / o ' neal , the attached spreadsheet represents deal volumes changed effective 2 / 7 / 01 . bob

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.78,"summary":"Bob notifies Daren and O'Neal of wellhead deal volume changes effective 2/7/01 via attached spreadsheet.","reason":"Business deal update with attachment requires manual review to confirm receipt and action."}


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

Subject: 10 % off ! our gift to you !
Body: [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] [ image ] sears . com [ image ] gifts for your family from sears [ image ] sears customer appreciation sale take 10 % off everything * , even sale prices ! save an additional 10 % on everything * , even low sale prices ! this is your time to shop , literally ! four days only ? wednesday , october 31 through saturday , november 3 . [ image ] 10 % off everything [ image ] [ image ] sears . com where else ? [ image ] [ image ] [ image ] click to shop now ! [ image ] appliances appliances electronics electronics fitness & recreation fitness & recreation [ image ] computers & office computers & office tools tools lawn & garden lawn & garden [ image ] baby me babyme housewares housewares jewelry & watches jewelry & watches [ image ] [ image ] [ image ] [ image ] [ image ] wishbook [ image ] hurry in to wishbook . com and save 10 % * * thru 11 / 3 ! [ image ] room for kids optical [ image ] now through november 6 take 10 % * * * off any order at searsroomforkids . com - the best place to shop for all things kids ! $ 99 . 99 eyeglasses . any prescription . hundreds of frames available . to take advantage of this special offer from sears optical click here ! [ image ] * offer valid 10 / 31 ? 11 / 3 only . savings off regular , sale and clearance prices apply to merchandise only . not valid on exceptional values , outlet store purchases , catalog orders , shop at home catalog websites , calphalon , bose , maytag , gemini ? , neptune ? and neptune superstack ? , maytag wide by side ? , swiss army , casio wrist camera , introductory offers , special purchases , bf goodrich at / ko tires , automotive services , hearing aids , optical exam fees , licensed businesses , license business websites , ? sears presents ? websites , repair services , parts , installed home improvements and maintenance agreements . don ? t worry , your discount will appear on your order confirmation page . * * save 10 % off any order placed on wishbook . com through 11 / 3 / 01 . telephone orders are not included . discount applies to merchandise only , not shipping and handling or taxes . may not be used with other discounts or offers . * * * valid through november 6 , 2001 . telephone and mail orders are not included . discount applies to merchandise only , not shipping and handling or taxes . enter coupon code seml 03 when you check out to receive this discount . if you would no longer like to receive e - mailed special events information , sales notifications , or other messages from sears . com , please click here and follow the " unsubscribe " instructions . or reply to this email with " unsubscribe " in the subject line . your e - mail address will be removed within 5 business days from our email marketing list . thank you ! [ image ] message - id : [ image ]

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.97,"summary":"Sears promotional email offering 10% off everything during a four-day customer appreciation sale event.","reason":"Routine retail promotional newsletter 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: Summer camp brochure for the kids
Body: Hi! I just got the brochure for Camp Pinewood where my kids went last summer. They absolutely LOVED it - swimming, archery, arts and crafts, the whole deal. Ages 7-14, two-week sessions in July and August. Early bird registration ends March 1st and they fill up fast. Can you forward this to your sister-in-law? I remember her asking about camp options for the twins. Happy to answer any questions!

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Sender shares a summer camp brochure for Camp Pinewood and asks the recipient to forward it to their sister-in-law.","reason":"Personal informational message with no required action 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: 3 - urgent - to prevent loss of information
Body: critical migration information : 1 . your scheduled outlook migration date is the evening of : may 7 th 2 . you need to press the " save my data " button ( only once ) to send us your pre - migration information . 3 . you must be connected to the network before you press the button . 4 . if a pop - up box appears , prompting you to " abort , cancel or trust signer " please select trust signer . 5 . any information you add to your personal address book , journal or calendar after you click on the button will need to be manually re - added into outlook after you have been migrated . 6 . clicking this button does not complete your migration to outlook . your migration will be completed the evening of your migration date . failure to click on the button means you will not get your calendar , contacts , journal and todo information imported into outlook the day of your migration and could result in up to a 2 week delay to restore this information . if you encounter any errors please contact the resolution center @ 713 - 853 - 1411

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.82,"summary":"Message claims urgent Outlook migration action is required, asking users to click a button and trust a signer prompt.","reason":"Classic social engineering phishing pattern; instructs user to click buttons and trust unknown signers."}


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

Subject: el paso maintenance
Body: el paso ' s line 1100 from eunice station to pecos river station will be out of service for 16 hours saturday beginning at 4 a . m . mdt . six interconnects will not be able to deliver gas into el paso during the shutdown . in addition , total flow through eunice station to the south mainline ( san juan gas and eunice area production ) will be limited to 245 mmcf / d .

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.85,"summary":"El Paso line 1100 will be out of service 16 hours Saturday, limiting gas delivery at six interconnects and capping Eunice station flow at 245 mmcf/d.","reason":"Operational gas pipeline outage notice requires review for scheduling or trading impact."}


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

Subject: ceraweek 2000 update !
Body: dear ceraweek 2000 registrant , thank you for your recent registration to ceraweek 2000 , cera ' s 19 th annual executive conference and related events , february 8 - 10 , 2000 in houston , tx . ceraweek 2000 promises to be a premier international event offering senior energy executives new ideas , insight , and strategic thinking , as well as opportunities for discussion on the major issues facing the global energy industries . to keep abreast of new speakers and agenda changes , we recommend that you visit our website at http : / / www . cera . com / ceraweek / . please note that there have been slight changes to the agenda and schedule . if you have questions or concerns regarding ceraweek 2000 please contact cera registration at register @ cera . com or 800 879 - 2372 ext . 800 ( outside the u . s . ( 617 ) 497 - 6446 ext . 800 . ) we look forward to seeing you in houston . sincerely , cera registration - attl . htm

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Confirmation and agenda update notice for CeraWeek 2000 energy executive conference in Houston, February 8-10, 2000.","reason":"Routine event registration confirmation with no action required from recipient."}


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

Subject: grades
Body: pam , another term paper : john ganguzza neeraj hingorani grant johnson duane maue rishad patel eric van stone palo yoshiuro grade : a please , confirm . vince

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.72,"summary":"Vince requests Pam confirm an A grade for a list of students on a term paper.","reason":"Direct request for confirmation requires a reply from the mailbox owner."}


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

Subject: Budget committee prep - need your numbers by meeting Wednesday
Body: Hello, The annual budget committee review is Wednesday at 2 PM and I still don't have your department's capital expenditure requests. I'd like to schedule a quick 30-minute sync tomorrow to walk through your submission before I compile the final deck. Are you free at 10 or 11 AM tomorrow? This is the last chance to get your requests into the cycle — anything submitted after Wednesday goes to next fiscal year. Regards, Stephen Walsh Director of Financial Planning

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Stephen Walsh requests department capex numbers before Wednesday's budget committee review and proposes a 30-minute sync tomorrow.","reason":"Time-sensitive financial deadline requires a direct reply to confirm meeting and submit numbers."}


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

Subject: start date : 1 / 6 / 02 ; hourahead hour : 4 ;
Body: start date : 1 / 6 / 02 ; hourahead hour : 4 ; no ancillary schedules awarded . variances detected . variances detected in load schedule . log messages : parsing file - - > > o : \ portland \ westdesk \ california scheduling \ iso final schedules \ 2002010604 . txt - - - - load schedule - - - - $ $ $ variance found in table tblloads . details : ( hour : 4 / preferred : 12 . 63 / final : 12 . 60 ) trans _ type : final load _ id : pge 4 mkt _ type : 2 trans _ date : 1 / 6 / 02 sc _ id : enrj

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Automated system report flags a load schedule variance for hour 4 on 1/6/02, with a small discrepancy between preferred and final values.","reason":"Automated variance alert requires manual review to confirm or act on the discrepancy."}


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

Subject: Quick question about your dentist
Body: Hey, you mentioned a while back that you found a great dentist near downtown. I need to schedule a cleaning and I'm looking for someone new since mine retired. Could you send me their name and number? Bonus points if they're good with anxious patients lol.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Sender asks for a dentist recommendation and contact info for a cleaning appointment.","reason":"Personal request requiring a direct reply with the dentist's details."}


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

Subject: important service pack 2 update - january 5 th
Body: its illegal to use hacked operating systems we might have just what you need : windows x ' p professional 2 oo 2 . . . . . . . . . . . 5 o adobe photoshop 7 . o . . . . . . . . . . . . . . . . . . . . . . . . . . 6 o microsoft offlce x ' p pro 2002 . . . . . . . . . . . . . 6 o corel draw graphics suite 11 . . . . . . . . . . . . . 6 o more information : http : / / dervish . yuobyhere . biz / thanks corey cantu milkman macmedin industries , sialkot , pakistan phone : 111 - 341 - 5122 mobile : 681 - 664 - 1111 email : alyfoffmwok @ freeservers . com this message is being sent to confirm your account . please do not reply directly to this message this download is a 70 minute trial freeware notes : the contents of this reply is for usage and should not be butterball sulfide tonk point compensate time : tue , 11 jan 2005 02 : 40 : 09 - 0800

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited spam email advertising pirated software under a misleading service pack subject line.","reason":"Obvious spam promoting pirated software 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: Restatement Risk - Inventory Valuation Error Discovered
Body: CONFIDENTIAL Hi Janet, During our year-end inventory procedures, we discovered a systematic error in our LIFO layer calculations that has been compounding since Q2 2022. Preliminary analysis suggests COGS may be understated by approximately $5.8M cumulatively. We need to assess materiality and determine whether a restatement of prior periods is required. I've alerted the audit committee chair informally but need your input on next steps. Can we meet first thing tomorrow morning? Roger Blackwell Controller

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Controller reports a $5.8M cumulative COGS understatement from a LIFO calculation error since Q2 2022, potentially requiring prior-period restatement.","reason":"Material financial error with restatement risk requires immediate escalation to finance, audit, or legal."}


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

Subject: Allergic reaction to undisclosed ingredient - product recall needed?
Body: Dear Customer Support, My daughter had a severe allergic reaction (anaphylaxis, required EpiPen and ER visit) after consuming your "Pure Naturals" protein bar (Lot #PN-2024-0892, exp 08/2025). She has a documented tree nut allergy, and the packaging clearly states "nut-free facility." However, the ER doctor confirmed the reaction was consistent with tree nut exposure. Please forward this to your quality control team and product safety division immediately. I am retaining the remaining bars for testing. Medical bills are being documented. Karen Liu Phone: 555-0147

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"Customer reports daughter suffered anaphylaxis after consuming a 'nut-free' labeled protein bar; requesting quality control and product safety review.","reason":"Severe health incident with legal and recall implications requires immediate escalation to product safety and quality control."}


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

Subject: refill notification ref : gb - 80782930
Body: refill notification ref : eu - 091883744427068 dear bait - sketched @ em . ca , our automated system has identified that you most likely are ready to refill your recent online pharmaceutical order . to help you get your needed supply , we have sent this reminder notice . please use the refill system ( click this link ) to obtain your item in the quickest possible manner . thank you for your time and we look forward to assisting you . sincerely , patrice buck wrestle devotee aristotle cramer insolvable cadaverous natty chinook davison died manure burnside thyroxine rhodolite merriam electoral loquacity chemise maim hole squatted avocate ranch vernal humidify bentham combat accentual annoy cant foothill credenza bernini augustine possession dulse plover arclength pinochle sedimentary corona indubitable taketh volume wasteful vivify sidestepping wastage bernard incriminate descendent operon bagpipe rival

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited fake pharmaceutical refill reminder with nonsensical word salad in the signature.","reason":"Classic spam pattern with random word salad and unsolicited pharma refill prompt."}


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

Subject: Annual Audit - Material Weakness Identified
Body: Dear Management Team, During our interim audit procedures, we've identified what may constitute a material weakness in internal controls over financial reporting, specifically related to revenue recognition for long-term contracts. We need to schedule a meeting with your team this week to discuss remediation steps before we finalize our audit opinion. Please reply with your availability for a 90-minute session. Sincerely, Patricia Holmes Partner, Deloitte & Touche LLP

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Auditor from Deloitte identified a potential material weakness in internal controls over financial reporting and requests an urgent meeting this week.","reason":"Material weakness finding requires immediate escalation to finance, legal, and senior management."}


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

Subject: Vendor Contract Renewal - 15% Price Increase Proposed
Body: Hi, CloudServe has sent their renewal terms for our infrastructure hosting agreement. They're proposing a 15% increase, bringing our annual cost from $1.2M to $1.38M. The contract expires in 21 days and they've indicated limited flexibility. Do we have budget headroom for this, or should I push back and explore alternatives? I know switching providers mid-year would be disruptive, but $180K is not trivial. Need your input before our call with them on Thursday. Mark Sullivan Procurement & Vendor Management

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"CloudServe proposes a 15% price increase on a $1.2M hosting contract expiring in 21 days, requiring budget and negotiation guidance before Thursday.","reason":"Financial decision with tight deadline requires routing to finance or leadership for budget approval."}


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

Subject: liffe is great
Body: hello , vlsit our medsbymail shop and save over 80 % vl raam enle racl is , and ag bi vlt al manyother . you will be pieasantly surprised with our prlces ! have a nice day .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional message advertising an online medication shop with heavily obfuscated text.","reason":"Obvious spam with obfuscated text and unsolicited promotion; 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: canadian regulatory approvals
Body: further to my previous email , competition act canada and investment canada act approvals are currently contemplated as conditions to closing . we ( ecc ) have provided ubs and its counsel with all information and warranties that they need to convince themselves that no pre - closing approvals are needed in the circumstances ( they only need to make a post - closing notification ) , but it is ultimately their decision , and we have yet to hear back from their counsel , although we don ' t anticipate any problem . - - - - - original message - - - - - from : keohane , peter sent : monday , february 04 , 2002 9 : 06 am to : kitchen , louise cc : milnthorp , rob ; lavorato , john ; whalley , greg ; haedicke , mark e . subject : the ecc estate has this morning proposed a frankly over - the - top list of human resource , systems , software and services requirements from ubsw canada after closing . milnthorp and i have just had it out with kyle kitagawa and his counsel . we will let you know . other items that need to be resolved for closing : 1 . need to finalize canadian master agreement - comments provided saturday 2 . need to finalize canadian transitional services - see above 3 . need to finalize canadian office lease arrangements with landlords 4 . need to finalize the list of ff & e to be kept by the estate 5 . need to finalize the ubs ag counterparty / guarantee issue _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ peter c . m . keohane vice president , assistant general counsel and secretary enron canada corp . phone : ( 403 ) 974 - 6923 fax : ( 403 ) 974 - 6707 e - mail : peter . keohane @ enron . com

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.85,"summary":"ECC update on Canadian regulatory approvals for closing, noting UBS has not yet responded on whether pre-closing approvals are required.","reason":"Pending legal and regulatory closing conditions require the recipient's awareness and possible follow-up."}


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

Subject: re : intraday eastrans nominations change for 9 / 6 / 00 and nomination
Body: for 9 / 7 / 00 darren : i think marta is referring to the supply deal 391119 on 9 / 6 for 10 , 545 . we do not have a price of gd + $ 0 . 04 . we have if + $ 0 . 04 . please check this price . also , they seem to be missing the overdelivery calculation in their spreadsheet . attached is the september 2000 spreadsheet . megan daren j farmer @ ect 01 / 10 / 2001 10 : 58 am to : megan parker / corp / enron @ enron cc : subject : intraday eastrans nominations change for 9 / 6 / 00 and nomination for 9 / 7 / 00 megan , please see the message below . the pricing on deal 391125 was incorrect ; should be hsc gd - . 04 . i corrected the deal ticket . d - - - - - - - - - - - - - - - - - - - - - - forwarded by daren j farmer / hou / ect on 01 / 10 / 2001 10 : 57 am - - - - - - - - - - - - - - - - - - - - - - - - - - - mkhenderson @ duke - energy . com on 01 / 10 / 2001 10 : 42 : 30 am to : dfarmer @ enron . com cc : subject : intraday eastrans nominations change for 9 / 6 / 00 and nomination for 9 / 7 / 00 please pass the following information to meagan parker . her pricing isn ' t matching . - - - - - - - - - - - - - - - - - - - - - - forwarded by marta k henderson / houston / pefs / pec on 01 / 10 / 2001 10 : 41 am - - - - - - - - - - - - - - - - - - - - - - - - - - - marta k henderson 09 / 06 / 2000 03 : 39 pm to : dfarmer @ enron . com , john a . bretz / gcs / cec / pec @ pec cc : john a . bretz / gcs / cec / pec @ pec , donna j dobb / houston / pefs / pec @ pec , sharon beemer / ftworth / pefs / pec @ pec subject : intraday eastrans nominations change for 9 / 6 / 00 and nomination for 9 / 7 / 00 as follow - up documentation for the intraday sale on 9 / 6 / 00 , the following states the pricing for the redeliveries : 8500 mmbtu from fuels cotton valley priced per paragraph la of the contract price ( per mmbtu ) section in the transaction agreement . 10955 mmbtu at etgs carthage hub tailgate priced per paragraph lc of the contract price ( per mmbtu ) section in the transaction agreement 10545 mmbtu at cipco / mobile beaumont which is priced differently than paragraph lb of the contract price ( per mmbtu ) section in the transaction agreement . the price for 10545 mmbtu for 9 / 6 / 00 will be hsc daily plus $ . 04 / mmbtu . please confirm the above by replying to this e - mail message . - - - - - - - - - - - - - - - - - - - - - - forwarded by marta k henderson / houston / pefs / pec on 09 / 06 / 2000 01 : 07 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - marta k henderson 09 / 06 / 2000 09 : 58 am to : darrel f . bane / easttexas / pefs / pec @ pec , john a . bretz / gcs / cec / pec @ pec , chad w . cass / gcs / cec / pec @ pec , michael r . cherry / easttexas / pefs / pec @ pec , bruce mcmills / ftworth / pefs / pec @ pec , william e . speckels / gcs / cec / pec @ pec , donna c . spencer / gcs / cec / pec @ pec , julia a . urbanek / gcs / cec / pec @ pec , dora j . levy / gcs / cec / pec @ pec , briley @ enron . com , dfarmer @ enron . com ...

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.85,"summary":"Megan flags a pricing discrepancy on supply deal 391119 for 9/6/00, noting the price should be IF+$0.04 not GD+$0.04, and a missing overdelivery calculation.","reason":"Pricing error on an active deal requires direct response and correction."}


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

Subject: Debt Refinancing at Risk - Lead Arranger Withdrawing from Syndication
Body: Confidential Bad news - Citibank has informed us they are withdrawing as lead arranger on our $300M refinancing due to concerns about our recent earnings miss and sector outlook. Without a lead arranger, the entire refinancing is at risk. Our existing facility matures in 90 days. If we cannot refinance, we face a potential liquidity event. I'm reaching out to alternate arrangers but need the CEO involved in relationship calls. This is extremely time-sensitive. Patrick O'Brien Treasurer

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Treasurer reports lead arranger withdrawing from $300M refinancing with facility maturing in 90 days, requesting CEO involvement in urgent relationship calls.","reason":"Critical liquidity risk requiring immediate CEO and senior leadership escalation."}


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

Subject: dl and d 2
Body: jeff , i am forwarding information about derivatives i however , the vendor can provide a " by invitation only " dl class in mid january . as many as 50 + / - employees can attend this class during the week of january 16 th . the proposed schedule is as follows : 1 / 16 / 00 1 / 17 / 00 1 / 18 / 00 1 / 19 / 00 dl ( day one ) dl ( day two ) dl ( day one ) dl ( day two ) first 25 people first 25 people second 25 second 25 $ 6000 $ 6000 $ 6000 $ 6000 the vendor is quite booked for the lst quarter . they are not able to offer d 2 until mid march or april if the mid month schedule is to be followed . one d 2 class could be offered on 2 / 1 / 00 and 2 / 2 / 00 should this be an acceptable option . another d 2 class may be available on 2 / 8 / 00 and 2 / 9 / 00 , but this has not been confirmed by the vendor as of yet . the daily rate is $ 6000 for 25 students . classes are not recommended to exceed 25 people . we need to get back to the vendor quickly to secure these dates if we ' d like to do this . if you need additional information , please let me know . tom wilbeck 57536

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.85,"summary":"Tom Wilbeck forwards vendor training schedule for DL and D2 classes in January–February for up to 50 employees at $6000 per day.","reason":"Decision needed quickly to secure training dates with a booked vendor."}


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

Subject: neon lesson # 5
Body: here is the lesson for lesson 5 . have fun ! - experiencing god week 5 . doc

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"A brief message delivering lesson 5 of a series called Experiencing God with an attached document.","reason":"Routine informational delivery 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: earnings
Body: calger $ 42 pastoria $ 7 q 2 & $ 10 q 3 fountain valley $ 2 7 eas $ 3 . 5 delta $ 7 m cdwr option $ 80 m to date

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.52,"summary":"Message lists various dollar figures associated with named entities across multiple quarters and projects.","reason":"Fragmented financial data may require manual review to determine context and action needed."}


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

Subject: enron / hpl actuals for sept . 19 , 2000
Body: teco tap 35 . 000 / enron ; 71 . 250 / hpl gas daily ls hpl lsk ic 15 . 000 / enron

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Message contains pipeline actuals data for September 19, 2000 listing volume figures for Enron and HPL.","reason":"Routine operational data report requiring no reply or escalation."}


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

Subject: correction - routing of calls to ees business center
Body: please note the correction to the following memo . the phone number is 800 - 337 - 7827 ( 800 - ees - svcs ) . please accept my apologies for any inconvenience this may have caused anyone . ees office of the chairman from : dave delainey - chairman & ceo @ enron on 09 / 05 / 2001 05 : 48 pm sent by : enron announcements @ enron to : all enron employees north america cc : subject : routing of calls to ees business center enron energy services has one single entry point for all customer leads and service issues - the ees business center . your assistance is requested in routing all retail customer calls to this center . the business center can manage general customer service requests or provide information on ees product offerings . the number for the ees business center is 800 - 337 - 7837 ( 800 - ees - svcs ) or internally , calls can be transferred to x 59390 . e - mail address is : eesbusinesscenter @ enron . com thank you for taking the time to route these calls appropriately . your assistance is critical to enron ' s customer acquisition success and to ensure our customers ' satisfaction .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"A correction memo updates the EES Business Center phone number from a previously circulated internal announcement to all North America employees.","reason":"Routine internal correction notice requiring no reply or action from the recipient."}


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

Subject: Expense Report Flag - Exceeds Per Diem for London Trip
Body: Tom, I reviewed your expense report for the London trip (EXP-20240215) and noticed the meal expenses for Feb 12th are $95 over the daily allowance. I understand London is expensive, but we need either a justification note (e.g., client dinner) or you'll need to absorb the overage personally. Can you clarify what the additional expense was for? I need to close out February reports by Friday. Regards, Patricia Holmes Finance Department

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Finance is requesting clarification on a $95 meal overage in expense report EXP-20240215 for the London trip, due by Friday.","reason":"Direct question requiring a timely response to resolve a finance matter before a deadline."}


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

Subject: fw : marathon meetings
Body: louise , knowing that production offshore has had various client meetings with marathon , i asked kevin miller to craft this email articulating who he had been dealing with and in what capacity . earlier this morning , i spoke with tammie and she informed me that the marathon meeting would be with steve lowden . kevin knows that this email is being forwarded to you and that this note is for information purposes only . although he is the producer one product specialist , he does not expect to be at the meeting that you are arranging with marathon . regards , jean - - - - - original message - - - - - from : miller , kevin sent : wednesday , july 11 , 2001 11 : 51 am to : mrha , jean cc : loch , ken subject : marathon meetings jean , as you know we have had several meetings with marathon at various levels to discuss mainly offshore projects . our initial meetings were with senior management to discuss deepwater projects and utilization of existing marathon infrastructure . david golder , sr . vp commercialization and development , was the highest level marathon executive that at we have had discussions . most recently , i have contacted pat kuntz , vp natural gas and crude oil sales , to set up a luncheon and discuss enron ' s decision to not pursue deepwater infrastructure transactions and introduce the producer one product . this seemed like a reasonable way to introduce the producer one product and close out the deepwater business with marathon . over the past nine months we have had several meetings and a dinner party over the christmas holidays . if you are going to meet with some of the same marathon senior management that we have had previous discussions it might be desirable to have ken or i present for continuity . thanks . . . kevin o

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Jean forwards Kevin Miller's email to Louise summarizing Marathon client meeting history and contacts for context ahead of her upcoming meeting.","reason":"Informational forward requiring Louise to review prior Marathon relationship details before her meeting."}


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

Subject: enside
Body: good morning ! here is the latest draft of your article for the enside newsletter . i have forwarded it to the design team and expect them to send me a layout copy sometime next week . we will be able to make any additional changes then . talk to you next week - have a great weekend ! best regards , kathie

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Kathie shares the latest article draft for the Enside newsletter and notes the design team will send a layout copy next week.","reason":"Informational FYI update requiring no immediate 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: brent darft letter
Body: sally here is a rough cut draft for you to expand and revise . please use as a template to include whatever language is appropriate . after the draft is complete i would run it by rick to see if there is anything he would add . i hope the meeting with shankman went well . tom

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Tom sends Sally a rough draft letter about Brent to expand, revise, and then share with Rick for review.","reason":"Collaborative document task requiring Sally's review and action before further routing."}


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

Subject: Visa Application Status - India Business Trip
Body: Hi Marcus, Quick update on your India business visa application. The consulate has requested an additional document — specifically, a letter from our Mumbai office confirming your meeting schedule. I've reached out to Priya's team but haven't heard back yet. The processing window is getting tight since your departure is April 3rd. Can you ping Priya directly to expedite? We need that letter submitted by end of week to stay on track. Thanks, Julie Ramirez Travel Coordinator

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Travel coordinator Julie Ramirez requests Marcus contact Priya directly to obtain a required document for his India visa before end of week.","reason":"Time-sensitive visa document request with an imminent departure date requires direct action."}


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

Subject: Critical: Investor Meeting Prep Session - This Thursday
Body: Dear Sarah, Our Series C lead investors from Sequoia have moved up their due diligence visit to this Thursday. I'm scheduling a mandatory prep session for Wednesday at 4 PM to review financials, product roadmap, and team structure. Given the $85M at stake, I cannot overstate how important it is that you attend and bring your updated metrics. Please confirm immediately. Best, David Park CEO

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.93,"summary":"CEO requests immediate confirmation of attendance at a Wednesday prep session for a Thursday Series C investor due diligence visit.","reason":"High-stakes investor meeting requires direct, immediate confirmation from the recipient."}


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

Subject: fw : organizational changes - east power
Body: - - - - - original message - - - - - from : enron announcements / corp / enron @ enron [ mailto : imceanotes - enron + 20 announcements _ corp _ enron + 40 enron @ enron . com ] on behalf of john lavorato and louise kitchen - ea office of the chairman @ enron sent : friday , march 02 , 2001 8 : 41 am to : ena employees @ enron subject : organizational changes - east power we are pleased to announce that dave duran will replace janet dietrich to co - lead the east power wholesale business at enron . dave will continue to run the highly successful generation investments business . the east power team will continue to have a single income statement and joint accountability toward its financial goals as was set out in the reorganization in late 2000 . within dave ' s generation investments group ; michael j . miller will lead the effort to acquire new qf projects , chuck ward will lead the restructuring efforts on existing qf projects , and carl tricoli will lead the initiative to develop and market capital products to ipp ' s . in addition , mitch robinson will lead a new initiative to evaluate opportunities with coal fired generation . dave and kevin presto will attempt to leverage the generation investments business and the origination activities through a tighter integration between the two groups . dave has over nine years of direct experience in gas and power origination at enron including an outstanding performance over the last couple of years building the generation investments business . he also spent two years managing enron ' s retail gas marketing business in dublin , ohio . the east power group has had a great start to the year and we feel confident that the leadership team of kevin and dave will lead to continued success .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Enron internal announcement of Dave Duran replacing Janet Dietrich to co-lead the East Power wholesale business.","reason":"Routine internal organizational announcement 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: computers from research group
Body: good morning all : this past weekend you moved two computers from ebl 972 b and 1972 g and were supposed to install them in ebl 941 and eb 1952 . what happened ? there is no computer in eb 1941 and only the monitor in eb 1952 . we need this equipment back . please install as soon as possible . thanks and have a great day ! shirley 3 - 5290

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.87,"summary":"Shirley reports two computers moved over the weekend were not installed in the correct rooms and need to be returned and set up immediately.","reason":"Missing equipment installation requires routing to facilities or IT support team."}


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

Subject: Customer reporting potential fraud on their account - multiple unauthorized transactions
Body: Hi Fraud Prevention Team, I need to escalate this immediately. Customer James Whitfield (ID: CUS-99281) called in reporting 14 unauthorized transactions on his account totaling approximately $8,300 over the past 48 hours. He did not authorize any of these charges and suspects his credentials were compromised. I've temporarily frozen the account per protocol, but the investigation and reversal process needs to be handled by your team. Customer is understandably distressed and requesting a callback within the hour. Please take over this case. Thank you, Amara Johnson Support Agent

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Support agent reports customer with 14 unauthorized transactions totaling $8,300 and requests urgent fraud team takeover and callback.","reason":"Active fraud case requiring immediate specialist handling and customer callback within the hour."}


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

Subject: organizational changes
Body: last week you all received a memo from brent price which described changes within gas operations , excluding texas . attached is an organizational chart for the texas region . we too continue to look for efficiencies to ensure we meet the demands of our customers . we currently support the texas trading region , bammel storage facility , houston pipeline , powder river gathering and bridgeline . i am pleased to announce that we will also combine risk management , deal validation and operational analysis under the management of steve venturatos who will serve as the business controller . dave baumbach will fill the lead position . ami chokshi will move from trading support to the new group , continuing in the role of the entex and tufco account manager . jody crook also will join the team . bryan hull will transition his knowledge over the next month , and will be moving to has second rotation , effective 6 / 5 / 00 . additionally , will kelly will transition the denver trading books to the texas team as he moves to the east region . transportation management under mary smith will not be integrated into the team as their day - to - day responsibilities and projects are not cohesively aligned with this group . please join me in welcoming the new team members as well as the team members who will continue in the group . mike eiben will step in the role previously managed by steve venturatos which includes global contracts and facilities , system enhancements and regulatory reporting . in addition , clem cernosek and jennifer pattison will be assuming new responsibilities in logistics and volume management , respectively . both clem and jennifer have been on the unify team , focused on pops . please wish these folks success in their new roles . all responsibility changes are effective 5 / 1 / 00 . please share this with your staffs .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Internal announcement of organizational restructuring in Texas gas operations, detailing new roles and reporting changes effective May 1, 2000.","reason":"Routine internal FYI announcement requiring no reply or action from the recipient."}


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

Subject: Book club pick for next month
Body: Hey! It's your turn to pick the book for April. Any thoughts on what you'd like us to read? A few of us are hoping for something lighter after that Dostoevsky marathon. No pressure though - pick whatever speaks to you. Just let us know by Friday so everyone has time to order it.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"A book club member asks the recipient to choose the April book and respond by Friday.","reason":"A direct personal request requiring a reply by a stated deadline."}


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

Subject: your visit to sydney in july
Body: vince i support raymond ' s email and would welcome the opportunity to have you give a presentation ( formal or informal ) to the trading group on latest research initiatives in houston . please let us know your schedule so that we do not overly burden you during your visit . look forward to seeing you and catching up over a beer . thnx paul - - - - - - - - - - - - - - - - - - - - - - forwarded by paul quilkey / enron _ development on 07 / 05 / 2000 08 : 23 am - - - - - - - - - - - - - - - - - - - - - - - - - - - raymond yeow 07 / 04 / 2000 08 : 21 pm to : vince j kaminski @ ect cc : paul quilkey / enron _ development , kirsty hogarth / enron _ development , elliott katz / enron _ development , david gray / enron _ development subject : your visit to sydney in july dear vince , hi ! , it ' s only two weeks until the aust energy risk ( 17 - 19 july ) seminar in sydney . is risk organising your hotel ? otherwise , kirsty can organise for you , eg harbour view at the regent or convenience to the seminar location at the sheraton ? we would like to make sure that you have all the necessary " comforts " of home when you are with us , elliott & david can set up a desk for you in the office / trading room with phone etc so you can use one of our pc to access email or plug in your laptop . please let elliott or david kmow your requirements . how long will you be with us ? is this your first trip to sydney ? there are several of us in the office who would like to take you for a meal ( s ) / show you the sights etc and discuss the latest research findings with you whilst you are in sydney eg var . hear from you soon . raymond 725 pm 4 july

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.88,"summary":"Colleagues in Sydney invite Vince to present to the trading group and ask about his schedule and accommodation needs for a July visit.","reason":"Message requests a response about schedule, presentation, and logistics for an upcoming visit."}


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

Subject: employment agreement
Body: mark - your current agreements has now expired ( dated 6 / 21 and not signed until 7 / 9 - only good for 14 days ) . in addition , you did not sign all the necessary places - each document requires 2 signatures ( pg 6 and pg 7 ) - you only signed page 7 on both . i have re - printed 2 executable copies and have left them in your mailbox . please sign both on pg 6 and 7 and return both to me asap . i would like to have this finalized by the end of the week . if you have any questions , please let me know . thanks - amy

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Amy notifies Mark his employment agreement has expired and requires signatures on pages 6 and 7 of two copies by end of week.","reason":"Actionable request requiring prompt response and document signing to meet a stated deadline."}


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

Subject: hpl nom for december 9 , 2000
Body: ( see attached file : hplnl 209 . xls ) - hplnl 209 . xls

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Email references an HPL nomination file attachment for December 9, 2000.","reason":"Appears to be a routine historical nomination notice with no actionable request."}


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

Subject: debt information tue , 28 jun 2005 .
Body: subject : debt information tue , 28 jun 2005 . thank you for using our online store and for your previous order . we have updated our online software store . . . now we have more latest version of programs . our full catalog with 2100 freshest software titles available for instant download at web - site http : / / aloe . tabloidez . com / we hope that you will tell others about your positive experience with us . with best wishes , managing director ? ? ceo beatriz maloney latest news : collins : roddick needs miracle to top federer | video square feet : a mall in decline eyes fish - market space small plane violates d . c . air space , forced to land idaho girl found ; brother feared dead

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional email advertising a software download catalog with no legitimate relationship to the recipient.","reason":"Classic spam with fake order reference and unrelated filler news content."}


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

Subject: its simple too acquire pharmaceuitcal ' s with the web , . 1 / 2 the price of anywhere else , . , . , . . asceticism real
Body: obtain pharmaceuticals with the internet . there is need for doctor or prescription . pay one half price of any other pharm . copy and paste the site below into your address bar . yesuf . pils - r - us . com / ? wid = 209085 bernardo armour fame confute culprit . susanne bus emphysematous elan foley . elisabeth brag corpulent elisha inspect . grant shuttle dendritic meant einsteinium satiety .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting online pharmaceutical sales without a prescription at half price.","reason":"Classic pharmaceutical spam with no legitimate business context; 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: hey bro : are you in pain
Body: re ; painfull appointment sunday at 17 - 00 v * 1 * c - o * d - | , nes 7 . 5 / 75 om . gg 30 pi | | s 199 . oo 6 o pilis 339 . 95 9 o piils 469 . oo piease 0 , r ' d . e ^ r here same day shipplng s ^ t - 0 - p your account is terminated angelina cotton linkman cognia corporation , new york 10022 , united states of america phone : 561 - 825 - 7414 mobile : 919 - 898 - 8488 email : fgwmk @ ft . com this is an auto - generated message - please do not reply to this message this product is a 66 day definite package notes : the contents of this info is for understanding and should not be incompetent panicky emboss kane bizarre time : fri , 28 jan 2005 09 : 20 : 08 + 0200

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Obfuscated spam message advertising what appears to be pharmaceutical products with garbled pricing and ordering instructions.","reason":"Obvious spam with obfuscated drug solicitation; 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: Budget approval meeting - fiscal year deadline
Body: Hi Team, Finance has informed me that all departmental budgets must be locked by December 1st or we lose our allocations. I'm calling a budget finalization meeting for Monday at 9:00 AM. Each team lead needs to bring their finalized numbers and justification documents. We missed this deadline last year and it cost us two headcount. I won't let that happen again. Non-negotiable attendance required. Thanks, Victor Okafor Director of Engineering

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.85,"summary":"Director of Engineering calls mandatory Monday budget meeting with a December 1st deadline to lock departmental allocations.","reason":"Time-sensitive budget deadline requiring team leads to attend and prepare documents warrants escalation."}


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 of $2.4M Requires Immediate Approval
Body: Hi Sarah, We have a pending wire transfer for $2,400,000 to Meridian Holdings that needs executive sign-off before 3:00 PM EST today. The payment is tied to the acquisition closing scheduled for tomorrow morning. Legal has already cleared the documentation, but finance needs your authorization code to release the funds. Please confirm at your earliest convenience or call me directly at ext. 4421. Regards, David Chen Treasury Operations

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.82,"summary":"Urgent request for executive authorization of a $2.4M wire transfer tied to an acquisition closing tomorrow.","reason":"High-value financial authorization requests require verification through proper financial and executive channels."}


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

Subject: Insurance Premium Increase - Renewal Decision Due Monday
Body: Dear Leadership Team, Our commercial liability insurance renewal came in at $340,000 annually, a 28% increase over last year. The broker says this is due to two claims we filed in the past 18 months. I've obtained one alternative quote at $295,000 but with higher deductibles. We need to make a decision by Monday to avoid a lapse in coverage. I'm attaching both proposals for your review. Please reply with your preference or let me know if you'd like to discuss. Thanks, Carol Bennett Risk Management

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Insurance renewal decision required by Monday; premium increased 28% to $340K with an alternative quote at $295K with higher deductibles.","reason":"Time-sensitive financial decision requiring leadership input warrants escalation for prompt action."}


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

Subject: Budget Freeze Recommendation - Cash Preservation Needed
Body: Executive Committee, Given the combination of the revenue shortfall, delayed Series C funding, and the unexpected litigation settlement, I am formally recommending an immediate freeze on all discretionary spending exceeding $10,000. Our current cash runway has shortened from 14 months to approximately 7.5 months. I've prepared three scenarios for your review - hiring freeze only, partial freeze, and full discretionary freeze. We need a decision by Wednesday to implement controls before month-end purchasing. Olivia Martinez VP Finance

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"VP Finance formally recommends immediate budget freeze citing cash runway drop from 14 to 7.5 months, requesting Executive Committee decision by Wednesday.","reason":"Critical financial decision requiring executive leadership action before month-end deadline."}


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

Subject: Gym buddy?
Body: So I finally signed up for that gym near the park - you know, the one you've been going to. Would you want to work out together sometimes? I'm thinking mornings before work, maybe Tuesday and Thursday? I'm pretty out of shape so no judgment please haha. Let me know if you're down.

Output: {"triage":"reply","priority":"low","should_process":true,"confidence":0.95,"summary":"A friend has joined the same gym and is asking if the recipient wants to work out together on Tuesday and Thursday mornings.","reason":"Personal invitation requiring a direct 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: Mandatory Safety Review Meeting - Incident at Plant B
Body: All plant managers, Following yesterday's incident at Plant B that resulted in a worker injury, OSHA has been notified and we must conduct an internal safety review within 48 hours. I'm scheduling a mandatory meeting for all operations leaders tomorrow at 8 AM in the main conference room. Please confirm your attendance. If you are traveling, we will set up a video link, but physical presence is strongly preferred given the severity of the situation. Regards, Frank DiMaggio VP Operations & Safety

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.95,"summary":"VP Operations mandates a safety review meeting tomorrow at 8 AM following a worker injury at Plant B with OSHA involvement.","reason":"Urgent mandatory meeting requires attendance confirmation from the recipient."}


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

Subject: Carpooling schedule for kids' soccer
Body: Hi! I put together the carpool rotation for the spring soccer season. Tuesdays and Thursdays, practice at 4:30 PM at Riverside Fields. I've got us down for Tuesdays and the Nguyens for Thursdays. Could you forward this schedule to the Parkers? I think they might want to join the rotation too since their son just joined the team. Thanks so much!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Sender shares a spring soccer carpool rotation and asks the recipient to forward it to the Parkers.","reason":"Action required: forward schedule to Parkers and confirm participation."}


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

Subject: Urgent: Need to align on pricing before Fortune 500 presentation Monday
Body: Team, We're presenting our enterprise platform proposal to Johnson & Johnson's CTO and procurement team on Monday morning. Their RFP response requires detailed pricing tiers and we still haven't aligned internally on whether to offer the volume discount structure or the flat enterprise rate. This is potentially a $8.5M TCV deal. I need Sales, Product, and Finance leads in a meeting Friday at 2PM to finalize our pricing strategy and presentation deck. No room for misalignment in that room. Who's in? Matt Holloway Enterprise Account Director

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.93,"summary":"Enterprise Account Director requests urgent Friday meeting to align pricing strategy before an $8.5M Fortune 500 presentation Monday.","reason":"High-value deal requires immediate coordination across Sales, Product, and Finance leads."}


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

Subject: RE: Ticket #445521 - Issue STILL not resolved after 3 weeks
Body: I'm following up yet again on ticket #445521. It's been three weeks and my integration is still broken. Every time I get a response, it's a different agent asking me to repeat the same troubleshooting steps. Our e-commerce store is losing approximately $4,000/day in revenue because the checkout API keeps throwing 500 errors. I need this escalated to a senior engineer immediately. I cannot keep waiting. Frustrated, Amanda Liu CTO, ShopWave Inc.

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"CTO Amanda Liu reports a 3-week unresolved checkout API issue causing $4,000/day revenue loss and demands senior engineer escalation.","reason":"Critical business impact with ongoing revenue loss requires immediate senior engineering escalation."}


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

Subject: Scheduling request: discuss your team's departure concerns
Body: Hi, I've received resignation notices from two members of your team this week, and HR flagged that a third may be considering leaving. I'd like to meet with you privately to discuss retention strategies before this becomes a larger problem. This is time-sensitive given the current project load. Can we meet tomorrow? I have openings at 9 AM and 4 PM. Please let me know which works. Best, Martin Reeves Divisional VP

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Divisional VP Martin Reeves requests an urgent private meeting tomorrow to discuss team retention concerns involving multiple resignations.","reason":"Time-sensitive leadership matter requiring a direct scheduling response."}


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

Subject: Your old couch - still available?
Body: Hey Marcus! My roommate mentioned you're getting rid of your leather couch. Is it still available? I just moved into a new apartment and my living room is embarrassingly empty. I have a truck I can borrow this weekend if that works for pickup. What condition is it in?

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Someone asking if Marcus's leather couch is still available and offering to pick it up this weekend.","reason":"Direct personal inquiry requiring a response about item availability."}


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

Subject: VIP client unable to access platform during critical product launch
Body: Need this forwarded to engineering immediately. Sandra Chen, CMO at ByteWave Solutions (Platinum tier), cannot log into the campaign management platform. They have a product launch going live in 3 hours and all their automated sequences are stuck. She's called four times in the past 30 minutes. This appears to be related to the OAuth token refresh issue we patched last week - possibly a regression. Her team of 12 is completely blocked.

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Platinum-tier VIP client is locked out of the platform with a product launch in 3 hours and a possible OAuth regression blocking her team.","reason":"Time-sensitive outage for a VIP client requires immediate engineering escalation."}


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

Subject: Coinbase: Unauthorized withdrawal of 2.4 BTC detected
Body: Security Alert A withdrawal of 2.4 BTC (approximately $98,400) was initiated from your Coinbase wallet to an external address. This transaction is pending and can be cancelled within the next 30 minutes. Cancel this transaction immediately: http://coinbase-transaction-cancel.xyz/block After 30 minutes, the transaction will be confirmed on the blockchain and cannot be reversed. Coinbase Security Operations

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Fake Coinbase security alert claiming unauthorized BTC withdrawal with a suspicious cancellation link.","reason":"Classic phishing scam using urgency and a non-Coinbase domain to steal credentials."}


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

Subject: Splitting the utility bill
Body: Hey roomie, just got the electric bill for May - it came out to $142.87 which is a bit higher than usual (probably all those AC days at the end of the month). Your half would be $71.44. Can you Venmo me when you get a chance? Also, did we ever figure out what we're doing about the internet upgrade? The current plan has been pretty laggy lately.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.92,"summary":"Roommate requests $71.44 Venmo payment for shared electric bill and asks about internet upgrade plans.","reason":"Direct financial request and open question require a response from the mailbox owner."}


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

Subject: Volunteer sign-up for school spring fair
Body: Hello PTA families! Our annual spring fair is April 27th and we need volunteers! We're looking for help with booth setup (7-9 AM), face painting (10 AM-2 PM), bake sale coordination, and cleanup (4-6 PM). Please sign up using the link below. Each family is asked to contribute at least 2 hours. Also, if anyone has connections to local businesses for raffle donations, please let Rachel know. Thanks for making this event possible!

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"PTA email requesting spring fair volunteers and raffle donations from school families.","reason":"Community newsletter-style notice requiring no direct reply from this mailbox."}