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

Subject: HR Department: Verify your direct deposit information immediately
Body: Hi Team Member, Due to a system migration, all employees must re-verify their direct deposit information before end of business today. Failure to do so will result in a delay of your next paycheck. Please log in to our employee portal using the link below and confirm your banking details: http://hr-employee-portal-update.net/verify-deposit Thank you for your prompt attention. Human Resources Department

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Message claims to be from HR urging immediate re-verification of direct deposit banking details via an external link.","reason":"Classic phishing pattern with urgency, paycheck threat, and suspicious external domain impersonating HR."}


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

Subject: Need a recommendation for a good mechanic
Body: My car's been making this weird grinding noise when I brake and I really need to get it looked at. You mentioned a while back that you found a trustworthy mechanic somewhere on the west side. Could you send me their info? I'm trying to avoid the dealership prices if I can.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Sender asks for contact info of a trusted mechanic on the west side for a brake issue.","reason":"Personal request requiring a direct reply with mechanic contact details."}


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

Subject: re : thanks
Body: thanks for the update , vince . i have been trying to discuss this with you for several days , but i know that you have been very busy . jaesoo told me that he wanted a base of $ 90 k rather than the $ 85 k which you had authorized me to offer him , and i told him that i would have to discuss it with you and get back to him . i am glad that he has seen his way a little more clearly , and i will call him tomorrow to finalize the offer . vince j kaminski 11 / 07 / 2000 05 : 29 pm to : molly magee / hou / ect @ ect cc : vince j kaminski / hou / ect @ ect subject : thanks fyi vince - - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 11 / 07 / 2000 05 : 36 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - jlew @ kent . edu > on 11 / 07 / 2000 07 : 19 : 20 am to : vince . j . kaminski @ enron . com cc : jlew @ kent . edu subject : thanks dear dr . kaminski first of all , i would like to thank you for the offer from the enron . i really appreciate it . molly and i talked about the salary the other day , but to be honest with you , i ' m pleased with the possibility that i can work there where i want to work and the salary is the next . if this matter bothers you , please ignore it . i can accept the original offer . i ' m looking forward to seeing you soon . sincerely , jaesoo

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"A candidate named Jaesoo accepts the original $85k salary offer after initially requesting $90k, and the recruiter plans to finalize the offer tomorrow.","reason":"Hiring decision update requires mailbox owner to review and confirm next steps."}


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

Subject: norther trust contact information
Body: i almost forgot ! ! ! sorry . . . . 1 - 800 - 316 - 7526 , * 0 to request an enrollment package . if you have any other questions , please let me know . amy

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Amy shares a Northern Trust phone number and offers to answer further questions about enrollment.","reason":"Brief informational follow-up with no action required from the mailbox owner."}


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

Subject: fw : cec natural gas infrastructure issues 052901
Body: fyi , kim . - - - - - original message - - - - - from : gold , amy [ mailto : agold @ coral - energy . com ] sent : wednesday , august 01 , 2001 10 : 13 am to : watson , kimberly subject : fw : cec natural gas infrastructure issues 052901 kim , thanks again to you and lorraine for a wonderful time at lunch yesterday . i hope we can do it on a much more regular basis . here is the web site with the cec report i was referring to yesterday . i think this is a useful reference ; the ferc is giving it some serious thought as well . amy

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Forwarded FYI email sharing a CEC natural gas infrastructure report link mentioned during a lunch meeting.","reason":"Informational forward with no action required; 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: looking for a specific medication ? let us know what you need !
Body: healthy living for everyday life . we rarely confide in those who are better than we are . the words that enlighten the soul are more precious than jewels . ignore the awful times , and concentrate on the good ones . man is free in his imagination , but bound by his reason .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Unsolicited email advertising medication with unrelated filler text, consistent with spam.","reason":"Message is junk spam with no legitimate actionable content."}


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

Subject: Ski trip logistics - cabin booking confirmation
Body: Great news! I booked the cabin in Breckenridge for Presidents' Day weekend. It sleeps 8, has a hot tub, and is about 5 minutes from the main lift. Total cost split 4 ways is $312 per couple for the three nights. Can you forward the confirmation details to Jake and Melissa? I want to make sure everyone has the address and check-in code. So excited for this!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Sender confirmed a Breckenridge cabin booking for Presidents' Day weekend and asks the recipient to forward details to Jake and Melissa.","reason":"Action required: recipient needs to forward confirmation details to two named contacts."}


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

Subject: contract # 27600 ( bass / tw )
Body: bass hereby requests that the maxdtq volume on the proposed amendment dated 3 / 13 / 02 on the subject contract be changed from 2 , 500 dth to 2 , 200 dth . mark corley manager - gas marketing

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.82,"summary":"Bass requests a volume change on contract #27600 amendment from 2,500 DTH to 2,200 DTH, submitted by gas marketing manager Mark Corley.","reason":"Formal contract amendment request requires acknowledgment or approval response."}


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 october 12 , 2000
Body: ( see attached file : hplnl 012 . xls ) - hplnl 012 . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.52,"summary":"Email references an attached XLS file related to an HPL nomination dated October 12, 2000.","reason":"Attachment reference requires manual review to determine relevance 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: potential outsourcing customers for gas and financial
Body: when : thursday , march 01 , 2001 1 : 30 pm - 2 : 30 pm ( gmt - 06 : 00 ) central time ( us & canada ) . where : eb 3270 * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * ~ * attendees : sally beck kim theriot joe hunter bryce baxter bob hall mechelle stevens leslie reeves james scribner mary solmonson

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"A meeting scheduled for March 1, 2001 regarding potential outsourcing customers for gas and financial sectors with multiple attendees listed.","reason":"Meeting notice with multiple stakeholders warrants review to confirm attendance or relevance."}


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

Subject: preparing and commmunicating performance feedback
Body: in reference to steve kean and cindy olson ' s previous memo on the prc , one - hour classes for preparing and communicating performance feedback have been scheduled . if you would like to learn how to present feedback in an effective and positive manner , please feel free to attend any of the following classes : tuesday january 2 8 : 30 am to 9 : 30 am room 49 c 4 1 : 30 pm to 2 : 30 pm room 49 c 4 wednesday january 3 8 : 30 am to 9 : 30 am room 20 c 2 1 : 30 pm to 2 : 30 pm room 20 c 2 monday january 8 8 : 30 am to 9 : 30 pm room 49 cl 1 : 30 am to 2 : 30 pm room 20 c 2 tuesday january 9 8 : 30 am to 9 : 30 am room 49 c 4 wednesday january 10 8 : 30 am to 9 : 30 am room 49 c 3 1 : 30 pm to 2 : 30 pm room 49 c 3 thursday january 11 8 : 30 am to 9 : 30 am room 49 c 4 note : notification of attendance is not necessary .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"One-hour optional training classes on preparing and communicating performance feedback are scheduled across multiple dates and rooms.","reason":"Routine informational 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: Union Negotiation Prep - Must Align Before Thursday Session
Body: Hi, The union negotiation team rejected our last counter-offer and the next bargaining session is Thursday morning. We need to align on our revised proposal, particularly around healthcare benefits and the overtime provisions. Can we get together Wednesday afternoon? I need you, finance, and the plant manager in the room. If we don't reach an agreement Thursday, we're looking at a potential work stoppage. Please reply with your availability. Regards, Michael Torres Labor Relations

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.95,"summary":"Labor relations contact requests Wednesday alignment meeting before Thursday union bargaining session, warning of potential work stoppage if no agreement is reached.","reason":"Time-sensitive labor negotiation requires finance and plant manager involvement before Thursday deadline."}


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

Subject: Gym membership question
Body: I'm finally pulling the trigger on joining a gym. You go to FitLife on Broad Street right? How do you like it? Is it super crowded in the evenings? Also do they have a referral program or anything that would get you a discount if I mention your name? Trying to decide between there and the YMCA.

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.91,"summary":"A contact asks for a personal recommendation about FitLife gym, including crowd levels and any referral discount program.","reason":"Message is a direct personal question requiring the mailbox owner's response."}


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

Subject: URGENT: Your account will be suspended in 24 hours
Body: Dear Valued Customer, We have detected unusual activity on your account and require immediate verification to prevent suspension. Your account access will be permanently revoked within 24 hours if you do not confirm your identity. Please click the link below to verify your credentials: http://secure-verify-account.xyz/login Failure to act immediately will result in loss of all data and funds associated with your account. Security Team Account Protection Division

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Urgent message claiming account suspension threatens data loss unless credentials are verified via a suspicious link.","reason":"Classic phishing scam with urgency tactics and suspicious external link; 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: Budget review meeting - CFO needs your department's numbers
Body: Hi Priya, The CFO has called an emergency budget review meeting for all department heads this Friday at 10 AM. We're facing potential cuts of 15-20% across the board and she wants each leader to present their essential vs. discretionary spend. Please confirm you can attend and have your breakdown ready. If Friday morning is impossible, let me know immediately and I'll see if we can accommodate. Regards, Tom Baker Finance Operations

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"CFO has called an emergency Friday budget review meeting requiring Priya to confirm attendance and present essential vs. discretionary spend breakdown.","reason":"Urgent meeting confirmation and action required from the recipient by a specific deadline."}


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

Subject: mg : mo / bo functional groups and reporting lines
Body: do you want me to ask tim to put you into the reporting frame work as well - level with the european office of the chair ? - - - - - - - - - - - - - - - - - - - - - - forwarded by shona wilson / na / enron on 09 / 01 / 2000 01 : 57 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - tim poullain - patterson @ ect 08 / 31 / 2000 10 : 13 am to : richard sage / lon / ect @ ect , fernley dyson / lon / ect @ ect , beth apollo / lon / ect @ ect , shona wilson / na / enron @ enron , tiong hock lim / sin / ect @ ect , jan - erland bekeng / ap / enron @ enron , heidi mason / enron _ development @ enron _ development , eric gadd / lon / ect @ ect , stephen wood / lon / ect @ ect , michael heap / lon / ect @ ect , claire wright / lon / ect @ ect , james new / lon / ect @ ect , gail hill / lon / ect @ ect , ian sloman / lon / ect @ ect , raewyn perkins / lon / ect @ ect , stephanie taylor / lon / ect @ ect , dennis cracknell / the metal & commodity co ltd / mgltd @ mgltd , esther demetz / lon / ect @ ect , clive hutchings / the metal & commodity co ltd / mgltd @ mgltd , nigel grace / mgltd _ london / mgltd @ mgltd , david m mortimer / mgltd _ london / mgltd @ mgltd , michael farmer / the metal & commodity co ltd / mgltd @ mgltd , michael j hutchinson / mgltd _ london / mgltd @ mgltd , david p tregar / mgltd _ london / mgltd @ mgltd , john lunzer / the metal & commodity co ltd / mgltd @ mgltd , naomi connell / lon / ect @ ect cc : mike jordan / lon / ect @ ect , howard carter / the metal & commodity co ltd / mgltd @ mgltd , kevin rhodes / mgltd _ london / mgltd @ mgltd , andrew cornfield / lon / ect @ ect subject : mg : mo / bo functional groups and reporting lines please find attached a workbook comprising two worksheets . these worksheets illustrate how support for the london based mg businesses - financial trading and merchanting - plug in to the enron europe framework . org this sheet illustrates the main reporting lines for the front , middle and back office ( s ) up to the " office of the chair " for enron europe . though the mechanting business is used for illustrative purposes , for financial trading simply substitute mike farmer and howard carter with michael hutchinson and kevin rhodes respectively . staff this sheet simply attaches names to each of the middle and back office functional groups indicated in the sheet entitled org . staff within the middle office functional groups have been introduced to the dual reporting concept whereby they report to both the business controller and functional lead . the intention is that quite soon after moving into enron house the functional teams for both financial trading and mechanting will start to more closely together . the influence of the functional leads should ensure that these teams are blended into a generic enron metals support group , where possible leveraging across the other trading support groups . any questions , please call x 34264 . regards , tim

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Tim circulates an org chart workbook showing MG middle and back office reporting lines into the Enron Europe chair framework, with a follow-up question about adding the recipient.","reason":"Message asks a direct question about adding recipient to reporting framework, requiring a decision."}


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

Subject: candlestick charts
Body: fyi fallout - - - - - - - - - - - - - - - - - - - - - - forwarded by mike a roberts / hou / ect on 05 / 04 / 2001 02 : 05 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - from : sue neville / enron @ enronxgate on 05 / 04 / 2001 02 : 02 pm to : mike a roberts / hou / ect @ ect cc : lee ferrell / enron @ enronxgate , kent miller / et & s / enron @ enron subject : candlestick charts mike , i work for enron transportation and storage in their storage marketing group . my group has been using technical analysis from your website to help make daily storage trading revenue decisions . on your web site , you indicated you would be discontinueing some of the information we use . we had interviewed external technical service profiders , and chose not to buy their service because we had your information available to us to help us make financial decisions . specifically , we need the candlestick charts and analysis on natural gas , and we also need the elliot wave analysis on natural gas . can you please reconsider your decision to discontinue the technical analysis data aforementioned ? sue neville director , storage marketing ets

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Sue Neville requests reconsideration of discontinuing candlestick and Elliott wave analysis used by her storage marketing group for trading decisions.","reason":"Forwarded FYI about a business request requiring the mailbox owner to review and decide on action."}


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

Subject: Your email storage is 99% full - Account will be deactivated
Body: Warning: Your mailbox has reached 99% capacity (4.95GB of 5GB). You will be unable to send or receive emails within the next 2 hours unless you upgrade immediately. Click here to increase your storage: http://mail-storage-upgrade.tk/expand You will need to enter your email credentials to verify ownership before the upgrade can be applied. IT Support Administrator

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Urgent-sounding email claims mailbox is nearly full and requests credentials via a suspicious external link.","reason":"Classic phishing pattern: fake urgency, credential harvesting link, and unverified sender."}


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

Subject: solid mortgages for americans
Body: how are ya . . . . homeowner you have been pre - approved for a $ 400 , 000 home loan at a 3 . 25 % fixed rate . this offer is being extended to you unconditionally and your credit is in no way a factor . to take advantage of this limited time opportunity all we ask is that you visit our website and complete the 1 minute post approval form much success , joe mcfadden

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited spam email claiming the recipient is pre-approved for a $400,000 home loan regardless of credit.","reason":"Classic spam mortgage scam 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: Neighborhood book club - next meeting details
Body: Hello! Just a heads up that our next book club meeting is Thursday the 22nd at Megan's house (same time, 7:30pm). We're reading "Demon Copperhead" by Barbara Kingsolver. I heard from Janet that your neighbor might want to join - can you forward this to her? The more the merrier. We usually have wine and snacks, very casual atmosphere. Let me know if you need Megan's address again.

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Book club meeting scheduled for Thursday the 22nd at 7:30pm at Megan's house, reading Demon Copperhead.","reason":"Routine social notice; minor forward request but no urgent action required."}


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

Subject: Travel policy exception request - bringing spouse to annual retreat
Body: Hi Laura, I wanted to ask about the possibility of bringing my wife to the Scottsdale retreat. I know it's a working event, but since it falls over our anniversary weekend, I'd cover her flight and any additional costs. I just need to know if there are issues with her staying in the same hotel room and attending the group dinner. Happy to discuss if this needs manager approval. Thanks for considering, Greg Hansen

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Greg Hansen asks Laura about bringing his wife to the Scottsdale retreat over their anniversary, offering to cover extra costs.","reason":"Direct personal request requiring a policy clarification 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: re : request for payroll reclassification - approved
Body: joann , yes , sorry . 413 was the number on the form i received . vince enron property & services corp . from : joann holloway 01 / 11 / 2000 02 : 01 pm to : vince j kaminski / hou / ect @ ect cc : subject : re : request for payroll reclassification - approved vince , on your reclass information , the company number indicated should be 0011 not 413 . jo ann holloway x 35957 vince j kaminski 01 / 11 / 2000 01 : 33 pm to : stella l ely / hou / ect @ ect cc : jeff kinneman / hou / ect @ ect , carmen chavira / hou / ect @ ect , michelle hargrave / hou / ect @ ect , stephen wolfe / hou / ect @ ect , michael s galvan / hou / ect @ ect , gary mccumber / hou / ect @ ect , billie akhave / epsc / hou / ect @ ect , joann holloway / epsc / hou / ect @ ect , louis allen / epsc / hou / ect @ ect , bradley stewart / hou / ect @ ect , carol coats / hou / ect @ ect subject : request for payroll reclassification - approved the following payroll reclassification request has been approved . click on this link to view document - - >

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Vince confirms the correct company number on a payroll reclassification form after Joann Holloway flagged an error.","reason":"Routine internal HR correction thread requiring no further action from the mailbox owner."}


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

Subject: Transfer Pricing Audit - IRS Information Document Request
Body: Hi Alex, We received an IDR from the IRS yesterday requesting detailed transfer pricing documentation for our intercompany transactions with the Singapore and Ireland entities for tax years 2020-2022. The total intercompany charges under examination are approximately $180M. Response deadline is 30 days but given the volume of documentation needed, we should start immediately. Can you confirm whether our contemporaneous TP documentation is current and identify any gaps we need to address? Let's discuss strategy today if possible. Best regards, Martin Shaw VP of Tax

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"IRS issued an IDR requesting transfer pricing documentation for $180M in intercompany charges covering tax years 2020–2022 with a 30-day response deadline.","reason":"High-value IRS audit with urgent deadline requires immediate routing to tax and legal specialists."}


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

Subject: works greaat
Body: how to save on your medlcations over 70 % formalist . pharms briticism hop - successfu authenticate ll and proven way to save your mone chafer y . expectorate v palliate ag finegrained al oculist lu gondolier l lychgate rac bookie l i undisposed sva recline l tapdance m andmanyother . best insurance prlces . world indignantly wide shlpplng . easy order for rotatory m . total confidentiaiity grovel . 250 , 000 satisfie selfflagellation d customers . order tod crotch ay and save !

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Garbled spam message promoting fake medication discounts with nonsensical filler text.","reason":"Obvious pharmaceutical spam with obfuscated text and no legitimate sender context."}


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

Subject: request submitted : access request ( ygcy - 4 n 9 kdl )
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by yvette g connevey / corp / enron on 08 / 16 / 2000 10 : 05 am - - - - - - - - - - - - - - - - - - - - - - - - - - - information risk management 08 / 16 / 2000 10 : 02 am sent by : yvette g connevey to : yvette g connevey / corp / enron @ enron cc : subject : request submitted : access request ( ygcy - 4 n 9 kdl ) thank you for your request . you will be notified via email when your request has been processed . you can check the progress of your request by doing one of the following : in the srrs application , click on requests i have made . a listing of recent requests will be appear sorted by resource name . click on the request link below . this is a link to information regarding your request . below is a summary of your request . requested for : liz bellamy request date : 8 / 16 / 2000 9 : 59 : 46 am request type : new hire - employee request link : requested resources cpr - houston default applications lotus notes - new id access only 4 . 5 a sitara - production us unify - market ops . unify - pipeline operations if you have any questions , please contact information risk management at 35536

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.93,"summary":"Automated confirmation of a new hire access request submitted for Liz Bellamy covering several internal systems.","reason":"Routine automated confirmation notice 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: project door step - sydney and singapore
Body: forwarding per jim brown attached are the final copies of syndey and singapore reports from project door step for inclusion in enron ' s database . these issues have been discussed with rick causey , rick buy and the respective office heads of singapore and sydney .

Output: {"triage":"archive","priority":"normal","should_process":false,"confidence":0.72,"summary":"Final copies of Sydney and Singapore reports from Project Door Step are forwarded for inclusion in Enron's database.","reason":"Informational forwarding of completed reports requiring no direct 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: a situation that could revolutionize the health care industry
Body: date : tuesday , july 9 , 2002 rapid growth health care company : stock symbol   ibxg   trading around 16 cents market watch corporation revenues to soar over 500 % to $ 18 million for otc - bb " ibxg " acquisition of two cybercare , inc . operating units moves forward otc - bb symbol : ibxg shares outstanding ( est . ) : 38 , 983 , 380 float ( est . ) : 7 , 887 , 966 recent price : 16 cents year low / high : $ 0 . 10 - $ 0 . 90 contact : 561 - 998 - 3435 websites : market watch corporation , ibx group , inc . press releases : ibxg press releases a situation that could revolutionize the health care industry strong health care sector growth most investors desire to be in a stock from the beginning of its growth ,   ibxg   is one of those opportunities . revenues to increase over 500 % to over $ 18 million from $ 3 million with its pending acquisition of 47 physical therapy outpatient centers and institutional pharmacy businesses , currently owned by cybercare , inc .   ibxg   also just announced a national alliance with patient - pay . com that will enable   ibxg   to market its services on a national scale . we believe the potential is enormous for this expanding dynamic health care information technology company . health care sector rerepresents 15 % of the total us gross domestic product while inflation in the us has been around 2 % per year , the us health care   s inflationary rate rose over 11 % per year . health care costs are spiraling out of control .   ibxg   provides technology based products and services in full compliance with newly mandated government requirements ( hipaa ) , that help medical professionals save time and money , by utilizing   ibxg   s state of the art systems . understanding hipaa the health insurance portability and accountability act of 1996 ( public law 104 - 191 ) , also known as hipaa , was enacted as part of a broad congressional attempt at incremental healthcare reform . part of the law requires the us dept . of health and human services ( dhhs ) to develop standards and requirements for maintenance and transmission of health information that identifies individual patients . the requirements outlined by the law are far - reaching for all healthcare organizations that maintain or transmit electronic health information must comply .   ibxg   offers all health care providers with a viable , already in place solution to   hipaa   compliance . ibxg specializes in health data management it is a huge market comprised of over one million health care professionals . this company has emerged , with solutions to many problems facing the health care industry , by providing health care professionals the ability to deliver outstanding patient care with optimum efficiency . in past years , venture capitalists have invested more than $ 20 billion in information technology companies , confirming a very large financial interest in the health care sector . will ibxg revolutionize the health care industry ? they could . ...

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional email touting a penny stock (IBXG) with claims of 500% revenue growth and healthcare industry disruption.","reason":"Classic pump-and-dump penny stock spam with no legitimate actionable content."}


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

Subject: grow biiigger
Body: hello acute , if you ' ve tried the rest , then definately come try the original and the b . est . get from four 2 ten in . ches the natural way . you ' ve got nothing to lose ostrander christopher meeks ferguson beer

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited spam message promoting a dubious enhancement product with no legitimate business purpose.","reason":"Classic spam with no actionable or legitimate content for the mailbox owner."}


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

Subject: fw : re : cash vs . lc
Body: - - - - - - - - - - - - - - - - - - - - - - - - - - sent from my blackberry wireless handheld ( www . blackberry . net ) - - - - - original message - - - - - from : richardson , james to : ghosh , soma ; moreland , vincent ; hendry , brent ; lewis , james c . ; deffner , joseph ; kumar , rahul ; liu , ying cc : trevino , maricela ; ephross , joel ; bruce , robert ; perkins , mary sent : tue nov 06 09 : 12 : 33 2001 subject : re : cash vs . lc that is great news . we are still pressing the lawyers to see if the enron rep letter can be signed today or in the near future . that way we can issue under the wlb committed lc line . hopefully once the bank meeting concludes on friday , some of these guys may be more amenable to us using some of the uncommitted lc capacity we have unused at this time . cheers , jr - - - - - original message - - - - - from : ghosh , soma sent : tuesday , november 06 , 2001 8 : 16 am to : moreland , vincent ; richardson , james ; hendry , brent ; lewis , james c . ; deffner , joseph ; kumar , rahul ; liu , ying cc : trevino , maricela ; ephross , joel ; bruce , robert subject : fw : cash vs . lc all , barclays has agreed to accept cash collateral on an ongoing basis until such time we are able to post an l / c subject to the provisions stated below . under the circumstances , i think that they have been very flexible and would be unlikely to negotiate on most of the points . we would need some clarification on point 1 ( onerous if it applies to all contracts under the current isda ) , we would expect 1 . to only apply to so 2 transactions ( written into the so 2 confirm ) . vincent , brent , i would be grateful if you would take at a look at these points . our timeline is to get everything signed by lpm today . regards soma - - - - - original message - - - - - from : martin . woodhams @ barclayscapital . com sent : tuesday , november 06 , 2001 7 : 41 am to : ghosh , soma subject : cash vs . lc points needed to get credit sign - off 1 . failure to pay in all documentation , reduced from 3 days to 1 day ( as per 2001 new isda amendment ) 2 . fix dates ( if needed ) on all master sox documentation . ( call me to discuss this point further ) 3 . early termination language with regard to effected party needs to be amended on the confirms 4 . document waiver regarding failure to deliver l / c and subsequent event of default . 5 . guarantees being checked , awaiting view from my legal team . martin for more information about barclays capital , please visit our web site at http : / / www . barcap . com . internet communications are not secure and therefore the barclays group does not accept legal responsibility for the contents of this message . although the barclays group operates anti - virus programmes , it does not accept responsibility for any damage whatsoever that is caused by viruses being passed . any views or opinions presented are solely those of the author and do not necessarily represent those of the barclays group ...

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.82,"summary":"Internal forwarded thread discusses Barclays accepting cash collateral in lieu of an L/C, with legal and documentation points requiring sign-off by end of day.","reason":"Time-sensitive financial and legal negotiation requiring manual review and possible action."}


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

Subject: Customer Bankruptcy Filing - $1.4M Receivable at Risk
Body: Hi Finance Leadership, We received notice this morning that Greenfield Manufacturing has filed Chapter 11 bankruptcy protection. They currently owe us $1.4M across four outstanding invoices, with the oldest being 47 days past due. I need guidance on: - Should we file a proof of claim immediately or wait for the creditors' meeting notice? - Do we need to book a full reserve this period or can we use a partial reserve pending restructuring details? - Should we halt any open shipments to them? Time-sensitive given our month-end close is in 3 days. Jordan Blackwell Credit Risk Manager

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Greenfield Manufacturing filed Chapter 11; $1.4M receivable is at risk with month-end close in 3 days requiring urgent finance and legal guidance.","reason":"Large financial exposure with legal and accounting decisions needed before imminent month-end close."}


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

Subject: Insurance agent contact info
Body: Following up on our chat at dinner - my insurance agent is Rachel Whitmore at Whitmore & Associates. Her email is r.whitmore@whitmoreins.com and her office number is (555) 483-7720. She saved us almost $200/month by bundling our home and auto. Definitely worth a call. Also please share with your dad - didn't he mention his rates went up recently?

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Sender shares insurance agent contact details following a dinner conversation and suggests passing the info to a family member.","reason":"Informational referral 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: leading authority on | 0 w priced stocks
Body: first canadian american hoiding corporation ( fcdh ) a venture capital company that invests in development stage companies with a strong potentia | for growth . current price : o . 33 is this an undiscovered gem that is positioned to go higher ? review exactiy what this company does . break news ! ! first canadian american holding corporation announces that the fight network inc , has signed an agreement with thindata to develop and execute the fight network ' s oniine monthiy e - marketing campaign . the e - marketing newsletters wiil be designed to provide fight network subscribers with insider " fight news ' direct to their desktop along with channel programming pians , and specia | offerings exciusive to fight network members . " we are very pleased with our seiection of thindata as our oniine e - mar keting p @ rtner , " said mike garrow , president of the fight network . " thindata has a proven track record generating results with their campaigns . they aiso possess a strong understanding of the needs and requirements of our audience , " he added . " whether they | ove boxing or martial arts , viewers of the fight network wil | benefit from receiving timeiy and relevant information about their favourite sport via emai | . " said chris carder ceo and co - founder of thindata . " we | ook forward to heiping the fight network build a dynamic and loyal community with the same focus they are bringing to canadian television . " for more detaiied information on this project piease see news release dated ( tue , apr 12 ) . about first canadian american holding corporation first canadian american holding corporation is a holding company with subsidiaries in a range of businesses . the company ' s subsidiaries conduct operations in areas of digital teievision , radio and building and construction . the company is actively looking at severa | other opportunities in many different industries such as natura | resources , wireless , technology and biotechnoiogy . the company wants to achieve consistent and | ong - term growth of the business , transforming first canadian into a | eading globa | company . the company wants to be a reiiabie supplier of housing and storage faciiities to the internationa | market . first canadian sets itseif the objectives to create new value , maintain business stability and provide sharehoiders with high return on their investments through asset vaiue appreciation and cash dividends the company wil | use al | avaiiable means to achieve these objectives , this wi | | include keeping costs under control , operating efficiently , highest quaiity of product and services , and appiication of the latest technologies . conciusion : the exampies above show the awesome , earning potential of littie known companies that expiode onto investor ' s radar screens ; many of you are aiready familiar with this . is fcdh poised and positioned to do that for you ? then you may feel the time has come to act . . . and please watch this one ...

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional email pushing a low-priced penny stock (FCDH) with exaggerated growth claims.","reason":"Classic penny stock pump-and-dump spam with no legitimate actionable content."}


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

Subject: MUST ATTEND: Compliance Review Meeting - Regulatory Deadline Approaching
Body: Dear Team Lead, We have a mandatory compliance review meeting scheduled for Monday at 9 AM. The SEC filing deadline is next Friday, and we need all department heads present to finalize our disclosures. Missing this meeting could result in regulatory penalties. Please clear your calendar. No delegates accepted. Best, Sarah Mitchell General Counsel

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.87,"summary":"General Counsel requests mandatory attendance at a compliance review meeting ahead of an SEC filing deadline next Friday.","reason":"Regulatory deadline and legal implications require escalation to appropriate stakeholders."}


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Subject: hpl nominations for march 31 , 2001 and april 1 - 2 , 2001
Body: ( see attached file : hplno 401 . xls ) ( see attached file : hplno 331 . xls ) - hplno 401 . xls - hplno 331 . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Email contains HPL nominations for March 31 and April 1-2, 2001 with two attached Excel files.","reason":"Nomination files require manual review to verify and process the attached data."}


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

Subject: re : pricing credit on thousands of names
Body: we can continue the discussion in tuesday ' s conference call , but i discussed with ben about the issues below , and here are some thoughts . this is not a complete approach , but only a starting point for discussion . the main task is to build a pricing system for many names . this has two components - - - 1 ) how to price a single name ? 1 . 1 ) how to price a liquid single name ? 1 . 2 ) how to price an illiquid single name ? 2 ) how to efficiently apply the methodology to multiple names ? the approach i would take for 1 . 1 is a ) define a small set of liquid names b ) apply each of the different models we have , say , the six models ben has mentioned below , to these names c ) include market prices , if any , for these names d ) sit with traders , get trader ' s intuition on where each liquid name should price and note this on the spectrum of prices obtained in ( b ) and ( c ) e ) try to determine attributes of the names that may explain the dispersion of the trader prices across the models f ) quantify these attributes , if possible g ) try a different set of liquid names and repeat the process , and see if the decisions in the last round still make sense the approach for 1 . 2 may be a ) define a small set of illiquid names b ) apply each of the different models we have to these names c ) sit with traders , get trader ' s intuition on where each illiquid name should price and note this on the spectrum of prices obtained in ( b ) d ) try to determine attributes of the names that may explain the dispersion of the trader prices across the models e ) check if these are similar to the attributes identified for liquid names f ) define a master set of liquid names g ) look for relationships ( by analyzing cross - section of data ) between attributes or prices of illiquid names to those of liquid names once a mapping has been defined for an illiquid name to a set of liquid names and their attributes , then this mapping can be entered into a table , and the pricing can be automated for all names ( in theory ) ! the success will depend on the success of the round - table sessions for the approaches for 1 . 1 and 1 . 2 . building a new fundamental model is always a worthwhile task , but we can get going with the above approaches immediately in parallel with developing any new models that we may build . new models can be added to the suite of existing models . i do not believe there will ever be a single model that will answer all questions for all names , but rather we can refine the mappings and relative choices among models over time , which would mean continuing round - table sessions with traders . limited data makes calibration very hard , so i would continually ask the question " what do we calibrate ? " throughout the discussions for 1 . 1 and 1 . 2 , and this may help guide us to new models . vasant benjamin parsons 06 / 19 / 2000 04 : 11 am to : ect london credit trading cc : vince j kaminski / hou / ect @ ect , vasant shanbhogue / hou ...

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"A colleague outlines a proposed framework for pricing credit on many names, covering liquid and illiquid approaches, ahead of a Tuesday conference call.","reason":"Internal methodology discussion requiring the recipient's review before a scheduled call."}


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

Subject: Camping trip details - Labor Day weekend
Body: Alright, I booked site #42 at Pine Ridge State Park for Sept 1-3. It fits up to 8 people and has a fire pit and picnic table. We'll need to bring our own firewood since there's a collection ban. I'm bringing the big tent and the camp stove. Can you forward this to Derek and Alicia? I want to make sure everyone's on the same page about what to bring. Excited for this!

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Sender booked a campsite for Labor Day weekend and asks the recipient to forward details to Derek and Alicia.","reason":"Message requests a direct action—forwarding info and likely confirming receipt."}


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

Subject: windows xp suites 242296
Body: specials good thru 11 / 12 / 03 . please use discount code mail 9221 to receive these prices . software : windows xp suites , adobe software , clearance , corel draw / corel ventura , games , 3 d studio max , operating systems , utilities . microsoft windows xp professional oem only $ 39 . 95 savings - $ 49 . 50 microsoft windows xp professional goes beyond the benefits of windows xp home edition with advanced capabilities designed specifically to . . * use this discount code at checkout : mail 9872 adobe photoshop 7 . 0 oem only $ 59 . 95 savings - $ 255 . 50 adobe photoshop 7 . 0 software the professional image - editing standard helps you work more efficiently . . * use this discount code at checkout : mail 9872 microsoft office xp professional oem only $ 59 . 95 savings - $ 50 . 50 microsoft windows xp professional is a windows operating system designed for businesses of all sizes and for individuals who demand the most from their computing * use this discount code at checkout : mail 9872 adobe illustrator 10 oem only $ 59 . 95 savings - $ 215 . 50 enhanced ! adobe illustrator 10 software defines the future of vector graphics with groundbreaking creative options and powerful tools for efficiently publishing artwork on the web , in print , everywhere . . . * use this discount code at checkout : mail 9872

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited bulk promotional email advertising deeply discounted OEM software with multiple discount codes.","reason":"Classic spam promoting pirated or counterfeit software; no legitimate action needed."}


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

Subject: Wedding registry links for Jake and Tina
Body: Hey! Jake and Tina finally set up their wedding registries. Here are the links: - Crate & Barrel: [link] - Amazon: [link] - Honeymoon fund: [link] Can you share these with your side of the friend group? I'm handling the work crew and you know the college gang better than I do. Wedding is March 8th! Cheers, Matt

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Matt shares Jake and Tina's wedding registry links and asks the recipient to forward them to the college friend group.","reason":"Sender requests a direct action—sharing registry links—warranting a reply or confirmation."}


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

Subject: save your money buy getting this thing here
Body: you have not tried cialls yet ? than you cannot even imagine what it is like to be a real man in bed ! the thing is that a great errrectlon is provided for you exactiy when you want . cialls has a iot of advantaqes over viagra - the effect iasts 36 hours ! - you are ready to start within just 10 minutes ! - you can mix it with alcohol ! we ship to any country ! get it riqht now ! .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Unsolicited spam email promoting a counterfeit pharmaceutical product with misspellings and dubious claims.","reason":"Obvious spam promoting counterfeit drugs; 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: overview of investor conference call
Body: today , enron hosted a conference call to give investors a current overview of the company . here ' s an update of what we discussed during the call . we told investors that we ' re doing everything we can to protect their interests and to regain their confidence . our focus remains on our credit quality , balance sheet and liquidity , which are essential for our continued success and expansion of our wholesale businesses . it took more than a few weeks to get where we are today . here ' s a snapshot of significant events that led to our current situation : - - in hindsight , we definitely made some very bad investments in our non - core businesses over the past several years . those include investments in azurix , india and brazil . they have performed far worse that we could have ever imagined when we made these investments ; - - because of these bad investments , we ' ve become over - leveraged as a company . the negative impact of those investments was exacerbated through the extensive use of debt capital both on and off our balance sheet ; - - we also entered into related party transactions that led to a loss of investor confidence , which has been very damaging ; - - we ' ve been criticized for our lack of transparency and our hard - to - understand financial and operating disclosures ; and - - on top of it all , we discovered errors in our financial statements , as discussed in our 8 - k filing last week , that required a restatement of previously reported earnings . we ' ve taken a new look at our businesses and have separated them into three areas : core businesses , non - core businesses , and businesses under review . core businesses our core businesses remain strong and consistent sources of significant earnings and cash flows for the company . they ' re our competitive advantage . these include : - - natural gas pipeline businesses ; - - gas and power businesses in north america and europe ; - - retail businesses in north america and europe ; and - - coal businesses in north america and europe . the events of the past few weeks have had a temporary negative impact on our projected fourth quarter profitability . it ' s too early to tell at this time what impact this might have on our operating results . we are considering these actions now so that we can quickly return to normal business in 2002 . i also remain optimistic that the actions we ' ve taken over the past couple of weeks have addressed our customer and counterparty credit and liquidity concerns . according to our business unit leaders , we have definitely seen improvement in our counterparty relationships . non - core businesses our non - core businesses include our global assets group and our broadband division . we have invested more than $ 8 billion in these businesses , and the return from them has been dismal . we have an aggressive program in place to exit these businesses and expect that the sale of these businesses will generate billions of dollars in cash that ...

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Enron internal update summarizing an investor conference call covering financial challenges, bad investments, and business restructuring plans.","reason":"Informational internal company update 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: mike roberts
Body: john , i have received your message regarding mike roberts . i could not agree more . mike deserves to be compensated for his exceptional contribution . additional recommendation . i think that all weather forecasting support should be consolidated under mike ( including the weather guys supporting power trading ) . in my view , it was a mistake to remove mike from power support . it would also mean a lot to him personally . vince

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Vince agrees Mike Roberts deserves compensation and recommends consolidating weather forecasting support under him, including power trading support.","reason":"Message contains a personnel recommendation requiring the mailbox owner to review and decide on action."}


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

Subject: Re: Production Outage - War Room Meeting in 1 Hour
Body: All hands on deck. The production environment went down 45 minutes ago affecting 12,000+ users. We're assembling in the 4th floor war room at 2 PM for incident response coordination. I need engineering leads, DevOps, and customer success represented. Please reply confirming who from your team will attend. Bring your laptops — we're not leaving until we have a resolution path. — Kevin O'Brien, VP Engineering

Output: {"triage":"reply","priority":"critical","should_process":true,"confidence":0.97,"summary":"VP Engineering requests confirmation of attendees for a 2 PM war room meeting to address an ongoing production outage affecting 12,000+ users.","reason":"Critical incident requires immediate reply confirming team attendance for incident response."}


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Subject: weekend noms / actual flow
Body: we agree - - - - - - - - - - - - - - - - - - - - - - forwarded by melissa jones / texas utilities on 02 / 12 / 2001 11 : 29 am - - - - - - - - - - - - - - - - - - - - - - - - - - - kponton @ duke - energy . com on 02 / 12 / 2001 11 : 02 : 00 am to : david avila / lsp / enserch / us @ tu , charlie stone / texas utilities @ tu , melissa jones / texas utilities @ tu cc : subject : weekend noms / actual flow date nom actual flow 2 / 09 / 01 46 , 667 48 , 029 2 / 10 / 01 40 , 000 41 , 315 2 / 11 / 01 55 , 833 56 , 895 volumes are in mmbtu ' s

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Forwarded energy nomination and actual flow data for a weekend period in February 2001, with a brief agreement note.","reason":"Routine operational data report requiring no action from the mailbox owner."}


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

Subject: Requesting time with you RE: departing team member's client relationships
Body: Hi, I just learned that Marcus gave his two-week notice effective today. He manages relationships with 6 of our top-20 accounts including Deloitte and Pfizer. I need to meet with you urgently to discuss transition planning before he starts his notice period wind-down. Can we connect today or first thing tomorrow? Every day we delay increases the risk of client disruption. Thanks, Alexis Turner Director of Client Services

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"Alexis Turner requests an urgent meeting to plan client relationship transitions after Marcus gave his two-week notice, affecting 6 top-20 accounts.","reason":"Urgent business matter requiring a direct, timely response to schedule a meeting."}


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

Subject: Accounts Receivable - Major Client Requesting Extended Terms
Body: Good morning, NorthStar Industries (our second-largest account at $2.4M annually) has formally requested an extension of their payment terms from Net 30 to Net 60. Their CFO cited internal cash flow restructuring and assured us this would be temporary through Q1 next year. This would impact our DSO significantly. I need your guidance on whether to accommodate, negotiate a compromise (perhaps Net 45 with a small early payment discount), or hold firm. They're expecting a response by Friday. Best, Olivia Marchetti Credit & Collections

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Credit team requests guidance on whether to extend payment terms for a $2.4M annual client requesting Net 30 to Net 60 change by Friday.","reason":"High-value client decision with Friday deadline requires direct guidance from mailbox owner."}


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

Subject: Stock Option Exercise Window Closing - Tax Implications
Body: Dear Dr. Nakamura, This is a reminder that your ISO exercise window closes on February 15. You currently have 50,000 vested options at a strike price of $4.20, with the current FMV at $18.50. Exercising now would trigger AMT considerations of approximately $715,000. I'd like to discuss strategies to minimize your tax exposure — either a partial exercise or a same-day sale. Can we schedule a call this week? Time is limited. Best, Christopher Walsh, CFP Wealth Advisory Group

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"Financial advisor alerts Dr. Nakamura that ISO exercise window closes February 15, with ~$715K AMT implications, and requests a call to discuss strategies.","reason":"Time-sensitive financial decision with significant tax consequences requires direct response."}


Input:
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Subject: confirmation of your order
Body: this is an automatic confirmation of the order you have placed using it central . request number : ecth - 4 pqqca order for : vince j kaminski mpl 600 microportable projector - $ 3910 - enron it purchasing

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Automatic order confirmation for a microportable projector purchase submitted through Enron IT Central.","reason":"Routine automated purchase confirmation requires 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: re : draft aep agreement ( another )
Body: here is another incorporating recent ideas elizabeth sager 713 - 853 - 6349 - - - - - original message - - - - - from : sager , elizabeth sent : thursday , november 15 , 2001 11 : 11 am to : bradford , william s . ; kitchen , louise ; st . clair , carol cc : portz , david subject : draft aep agreement ( rough ) rough first draft . i ' ll come down soon . thanks > elizabeth sager 713 - 853 - 6349

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Elizabeth Sager shares an updated draft AEP agreement incorporating recent ideas, forwarding to multiple recipients.","reason":"Draft contract revision requires manual review and likely follow-up action."}


Input:
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Subject: do not walk behind me , for i may not lead . do not walk ahead of me , for i may not follow . do not walk beside me , either . just leave me alone .
Body: you have 2 options here , option 1 - you can put any text you want in here . option 2 - we will fill it in with the text only portion of the html message if you put the macro get your favorites below . learn how by pressing = here forget world peace . visualize using your turn signal . eagles may soar , but weasels don ' t get sucked into jet engines . friends may come and go , but enemies tend to accumulate . i get enough exercise just pushing my luck . corduroy pillows : they ' re making headlines ! friends may come and go , but enemies tend to accumulate . montana : at least our cows are sane ! anything worth taking seriously is worth making fun of . if at first you don ' t succeed , destroy all evidence that you tried . pentiums melt in your pc , not in your hand . pride is what we have . vanity is what others have . timing has an awful lot to do with the outcome of a rain dance . quantum mechanics : the dreams stuff is made of . duct tape is like the force , it has a light side and a dark side and it = holds the universe together . join the army , meet interesting people , and kill them . in here . note : some email clients don ' t disply html data . in that case what you put here will be seen by the recipient . if the email client does display html data then this will not be seen by the recipient . based on this you may wish to put a text version of your add here ; however , you can also put some macros here to make the message more random .

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.92,"summary":"Email contains incoherent filler text, random quotes, and template placeholder instructions with no actionable content.","reason":"Message is junk filler content with no legitimate purpose or actionable request."}


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

Subject: shut - in of # 986315
Body: meter 0986315 shawnee spring common point was shut - in on 6 / 13 / 2000 due to high dew point . repeated attempts by the pumper to dry out the gas have failed . the meter will remain shut - in until the dew point is within pipeline quality specs . gary h . - - - - - - - - - - - - - - - - - - - - - - forwarded by gary a hanks / hou / ect on 06 / 15 / 2000 10 : 47 am - - - - - - - - - - - - - - - - - - - - - - - - - - - from : sean j smith 06 / 14 / 2000 05 : 55 pm to : gary a hanks / hou / ect @ ect cc : subject : # 986315 i received a call from carl drachenberg with hms at approximately 1 : 45 pm on 6 / 13 / 00 stating that he pulled a stick on meter # 986315 and it was wet and flowing at 35 lb . i asked gary hanks what we want to do and he said to have carl notify the producer and shut it in . i notified carl and he got in touch with the producer and they shut the compressor down at approx . 2 pm on 6 / 13 and at that time there wasn ' t any flow . carl came back out there at 8 am on 6 / 14 and closed the valve and removed the chart . there was no flow after they shut the unit down and it was flowing between 500 and 300 mcf . the meter is now out of service . any questions - you know where to find me .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Meter 986315 at Shawnee Spring was shut in on 6/13/2000 due to high dew point failing pipeline quality specs.","reason":"Routine operational status update 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: Carpool schedule for spring semester
Body: Hi parents! Here's the updated carpool rotation for the spring semester. I've attached the Google Sheet with everyone's assigned days. Please check your slots and let me know ASAP if there are any conflicts. Remember, if you can't make your day, it's your responsibility to find a swap with another parent on the list. First day of the new rotation is Monday, January 22nd.

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"A parent shares the updated spring semester carpool rotation and asks others to check their assigned days and flag conflicts.","reason":"Recipient should verify their assigned slots and respond if conflicts exist."}


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

Subject: War Room Session - Service Outage Impacting 50K+ Users
Body: All on-call engineers and engineering managers, We have a P1 outage affecting our entire East Coast customer base. The war room is active NOW in Zoom room #incident-2847. Current impact: 52,000 users unable to access the platform for 45+ minutes and counting. If you are receiving this email, your presence is required immediately. Drop everything else. - NOC Team

Output: {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"NOC Team declares a P1 outage affecting 52,000 East Coast users for 45+ minutes, requiring immediate engineer response in active war room.","reason":"Active critical production outage requires immediate escalation to on-call engineers and engineering managers."}


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

Subject: hpl noms for june 01 , 2000
Body: ( see attached file : hplo 601 . xls ) - hplo 601 . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.62,"summary":"Email references an attached XLS file for HPL nominations dated June 1, 2000.","reason":"Attachment-based nomination file requires manual review to confirm contents and action."}


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

Subject: praca dyplomowa
Body: niniejszym potwierdzam , ze nastepujacy studenci zlozyli prace dyplomowe : jerzy seremak prezentacja instrument ? w analizy finansowej jako podstawa oceny wybranego podmiotu w kr ? tkim i dlugim okresie czasu ocena : bardzo dobra waldemar mr ? z controlling w przedsiobiorstwie ocena : bardzo dobra t . blach analiza wskaznikowa ocena : bardzo dobra w . kaminski

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Confirmation that several students submitted their diploma theses, all receiving very good grades.","reason":"Routine academic confirmation notice 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: HSBC: Fraud Alert - Card ending in 4821 used in unauthorized purchase
Body: Dear Customer, We detected a suspicious transaction on your card ending in 4821: Amount: £2,340.00 Merchant: CryptoExchange Ltd Location: Bucharest, Romania If you did not make this purchase, you must report it within 1 hour to avoid liability: http://hsbc-fraud-report.co.uk/dispute After this window, the transaction becomes final. HSBC Fraud Prevention Team

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Purported HSBC fraud alert about an unauthorized card transaction urging urgent action via a suspicious non-HSBC link.","reason":"Unofficial domain and artificial urgency are hallmarks of a phishing scam; 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: luv our ro , lex for these identical features and lowprices .
Body: our goods have all the attributes the classic have . they are made from stainless steel and are waterproof with sapphire crystal surface . select our range with various energy types . select either battery ones , quartz ones or movement ones . http : / / xpv . fm . chicshoe . com / n 7 / - - - - - original message - - - - - from : hilton @ bia . com [ mailto : darron @ utm . com ] sent : thursday , march 6 , 2005 1 : 52 pm to : kerry ; leonard @ rdhg . com ; ethan ; jonathan ; burt subject : ro , lex , smart elegance at reasonable expenses . only at our cyberspace . these beauties have thesame fea - tures and logos as their classics . you will flnd all the lovabledetails on our goods . an evening shorter . glowing and lovely in sensibility and happiness , and he sent them a message to say that there was one remedy which and mrs harville and captain benwick ; with whom they had appointed

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional email advertising counterfeit replica watches with suspicious links and obfuscated brand names.","reason":"Obvious spam promoting counterfeit goods with no legitimate business relevance."}


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

Subject: fw : cancel pedricktown visit
Body: as outlined below , we will not bid on pedricktown and have therefore cancelled the " formal " site visit . - - - - - original message - - - - - from : heintzelman , pete sent : friday , november 02 , 2001 2 : 26 pm to : heintzelman , pete ; newlin , ross ; dobler , mark ; whitaker , rick ; clifford , douglas ; stevens , don cc : zisman , stuart ; miller , don ( asset mktg ) ; tricoli , carl ; davis , mark dana subject : re : cancel pedricktown visit guys - rick whitaker and i will probably still tour the plant so please do not put out any word that we may not bid . i will already be up there for the pjm conf . and rick wants to scope out for future expansion so it is worthwhile . pete - - - - - original message - - - - - from : heintzelman , pete sent : friday , november 02 , 2001 1 : 53 pm to : newlin , ross ; dobler , mark ; whitaker , rick ; clifford , douglas ; stevens , don subject : cancel pedricktown visit gentlemen , based on our phase 2 valuation analysis and detailed discussion with dana davis , we do not feel we can get to the numbers which we are told are being offered by competitors . we are significantly short of the $ 45 to $ 55 mm that the sellers indicated was shown in the first round . thus , it would be imprudent to incur the costs of on - site due diligence required to complete the process . we still like the plant at the right price and if those other bids do not materialize we may reconsider if contacted by arclight . thank you for your help during this process . best regards , pete peter j . heintzelman manager , generation investments office 713 - 345 - 7024 cell 713 - 553 - 4353

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"Team confirms cancellation of Pedricktown site visit after deciding not to bid due to valuation gap with competitors.","reason":"Forwarded FYI update requiring no action; decision already made and communicated."}


Input:
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Subject: start date : 1 / 9 / 02 ; hourahead hour : 22 ;
Body: start date : 1 / 9 / 02 ; hourahead hour : 22 ; no ancillary schedules awarded . no variances detected . log messages : parsing file - - > > o : \ portland \ westdesk \ california scheduling \ iso final schedules \ 2002010922 . txt

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Automated scheduling log entry for January 9, 2002 hour-ahead period 22 reporting no ancillary schedules or variances.","reason":"Routine automated system log with 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: all graphics software available , cheap oem versions .
Body: good morning , we we offer latest oem packages of all graphics and publishinq software from corel , macromedia , adobe and others . $ 80 adobe photoshop 8 . 0 / cs $ 140 macromedia studio mx 2004 $ 120 adobe acrobat 7 . 0 professional $ 150 adobe premiere pro 1 . 5 $ 90 corel designer 10 $ 90 quickbooks 2004 professional edition $ 75 adobe paqemaker 7 . 0 $ 70 xara x vl . 1 $ 75 adobe audition 1 . 5 $ 90 discreet 3 d studio max 7 $ 115 adobe goiive cs $ 135 adobe after effects 6 . 5 standard $ 45 adobe premiere elements $ 125 corel painter ix $ 80 adobe lllustrator cs $ 80 adobe lndesign cs $ 240 adobe creative suite $ 140 adobe framemaker 7 . 1 $ 50 uiead cooi 3 d production studio 1 . 0 . 1 $ 90 alias motion builder 6 professionai $ 30 quicken 2004 premier home & biz $ 30 adobe photoshop eiements 3 . 0 $ 110 adobe premiere pro 7 . 0 learn more . . . sincereiy , ciaretta

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited bulk email advertising cheap OEM versions of graphics and publishing software from multiple vendors.","reason":"Classic spam promoting likely pirated software; no legitimate action required."}


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

Subject: re : memory
Body: hello andy , i received your e - mail . i would like to request memory for the printer on the 19 th floor . the printer name is bandit . company number - 0011 r . c . number - 100038 thanks kevin moore - - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 05 / 02 / 2000 09 : 00 am - - - - - - - - - - - - - - - - - - - - - - - - - - - vince j kaminski 05 / 02 / 2000 08 : 55 am to : kevin g moore / hou / ect @ ect cc : shirley crenshaw / hou / ect @ ect , vince j kaminski / hou / ect @ ect subject : re : memory kevin , makes sense vince kevin g moore 05 / 02 / 2000 08 : 10 am to : shirley crenshaw / hou / ect @ ect , vince j kaminski / hou / ect @ ect cc : subject : memory goodmorning , shirley , we are in need of a printer that will allow us to print several pages , none of the printers on this floor will permit us to do that without adding memory . i even sent the print - out to bandit and it also needs more memory to print these pages . what we are printing is 189 pages . mike would like to print these pages , so instead of paying for memory on someone else ' s printer could we add memory to one of our own . please inform . . . . . . . . . . thanks kevin moore - - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 05 / 02 / 2000 08 : 01 am - - - - - - - - - - - - - - - - - - - - - - - - - - - andy sikes @ enron 05 / 01 / 2000 02 : 41 pm to : kevin g moore / hou / ect @ ect cc : subject : memory kevin - please reply with a company numbern and rc number to charge the cost of the order to . it ' s about $ 100 . thanks , andy enron it purchasing - - - - - - - - - - - - - - - - - - - - - - forwarded by andy sikes / corp / enron on 05 / 01 / 2000 02 : 38 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - andy sikes 05 / 01 / 2000 02 : 40 pm to : andy sikes / corp / enron @ enron cc : subject : memory - - - - - - - - - - - - - - - - - - - - - - forwarded by andy sikes / corp / enron on 05 / 01 / 2000 02 : 37 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - kevin g moore @ ect 05 / 01 / 2000 11 : 04 am to : enron it purchasing @ enron cc : subject : memory i would like to request more memory for the printer blue - sky on the 32 nd floor . the printer is a laser jet 8100 n . the printer is located in front of eb 3240 b . we need more memory a . s . a . p thanks kevin moore .

Output: {"triage":"escalate","priority":"normal","should_process":true,"confidence":0.82,"summary":"Kevin Moore requests printer memory upgrade for 19th floor printer 'Bandit', providing company and RC numbers for billing.","reason":"IT purchasing request with billing codes needs routing to IT procurement team."}


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

Subject: Frequent flyer status at risk - need 2 more qualifying segments
Body: Hi Andrea, I just checked my United MileagePlus account and I'm 2 qualifying segments short of maintaining Gold status. My status year ends March 31st. If I lose Gold, we lose the free upgrades and priority boarding that make those red-eye flights bearable. Are there any upcoming trips I could take before end of month? Even a day trip would count. Alternatively, could we book my April Houston trip before March 31st departure instead of April 3rd? Worth exploring if possible. Thanks, Chris Palmer

Output: {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Chris Palmer needs 2 more qualifying flight segments before March 31 to maintain United MileagePlus Gold status and asks about rescheduling options.","reason":"Sender requests a direct response about travel scheduling to meet a time-sensitive deadline."}


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

Subject: Account locked out - can't access my subscription
Body: I've been locked out of my account for the past 3 hours and I'm unable to access any of my subscription content. I've tried resetting my password multiple times but keep getting an error message saying "account temporarily suspended." I'm a premium member paying $49/month and I have a critical presentation tomorrow that requires materials from my account. Can someone please unlock my account ASAP? Thank you, Dr. Sarah Kim

Output: {"triage":"escalate","priority":"high","should_process":true,"confidence":0.93,"summary":"Premium subscriber Dr. Sarah Kim has been locked out for 3 hours and needs urgent account access before a critical presentation tomorrow.","reason":"Urgent customer account issue requiring support or technical team intervention."}


Input:
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Subject: reminder ~ alexis de tocqueville breakfast
Body: reminder ! the alexis de tocqueville breakfast is just a few days away . please rsvp if you have not already done so . date : tuesday , july 31 time : 7 : 30 - 9 : 00 a . m . location : the center for the retarded , 3550 w . dallas , between waugh dr . and shepherd rsvp : please call or e - mail zulie flores , ext . 3 - 3908 transportation : a bus will depart from the andrews st . side of the enron building at 7 : 20 a . m . please let zulie know if you plan to take the bus . if you prefer to drive , directions to the center are below . leadership campaign enron ' s leadership campaign kicked - off on july 23 and is well underway . as you know , participation by enron ' s executive team is vital to the success of the campaign . to make your contribution , please click on http : / / cr . enron . com / unitedway . thank you for making a difference . we look forward to seeing you next week ! please call kathy mayfield at ext . 3 - 3264 if you have any questions . directions to the center for the retarded , 3550 w . dallas , between waugh dr . and shepherd : from the enron building ? take w . dallas and turn right on marston st . ? follow the signs to parking or you can ? ? take allen parkway from downtown ? turn left on tirrell st . ? turn right on w . dallas ? from w . dallas , turn right on marston st . , which is the entrance to the center ? follow the signs to parking from the galleria area ? take 610 north to the woodway / memorial exit ? exit and turn right on woodway ? woodway turns into memorial - take memorial to the shepherd exit ? exit and turn right on shepherd ? make a left on to allen parkway at the light ? turn right on tirrell st . ? take a right on w . dallas , and then turn right on marston st . , which is the entrance to the center ? follow the signs to parking from north of downtown ? take 45 or 59 south to i - 10 . go west on i - 10 ? take the shepherd / durham exit ? take a left ( south ) on shepherd ? take shepherd to the light at allen parkway / kirby ? make a left on to allen parkway at the light ? turn right on tirrell st . ? take a right on w . dallas , and then turn right on marston st . , which is the entrance to the center ? follow the signs to parking

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Reminder to RSVP for the Alexis de Tocqueville breakfast on July 31 and contribute to Enron's United Way leadership campaign.","reason":"Routine event reminder and charity notice requiring no direct 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: fw : enron americas spend approval guidelines
Body: louise , the ibuyit approval level updates you are requesting for enron americas are nearing completion and will be ready to be migrated into production on friday . we have taken a shot at drafting a proposed communication for your consideration in advising your employees of the changes . please advise if you would need any assistance in distributing the communications . additionally , can you please confirm your approval to migrate the changes into production on friday . thanks john - - - - - original message - - - - - from : roberts , angela sent : wednesday , september 19 , 2001 1 : 36 pm to : gillespie , john subject : enron americas spend approval guidelines

Output: {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"John advises Louise that iBuyIt approval level updates are ready for Friday production migration and requests her confirmation and communication feedback.","reason":"Sender explicitly requests confirmation and approval decision before a scheduled Friday deployment."}


Input:
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Subject: Your domain registration expires TODAY - Renew now to avoid loss
Body: FINAL NOTICE Your domain name is set to expire today at 11:59 PM. If not renewed immediately, it will become available for public registration and you will lose ownership permanently. Renew your domain now: http://domain-renew-urgent.net/extend Enter your registrar account credentials and payment information to complete the renewal. Don't lose your online presence. Domain Registration Services Account #DR-447291

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Unsolicited urgent domain renewal notice requesting credentials and payment via a suspicious third-party link.","reason":"Credential-harvesting scam disguised as a domain expiry notice; not actionable."}


Input:
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Subject: weekly update on coe sap reporting swat team
Body: accomplishments : conducted several workshops with eecc and the calme region this week scheduled workshops with nepco have identified the needs to be addressed in the nepco workshops and are arranging appropriate resources met with the london coe to discuss their status in terms of reporting ( we are sharing data from workshops ) have made an initial offer to corp hr cost center users to conduct workshops for them brought in some ey help to work with the business units to understand the multiple environments , extraction and analysis tools being used by the different business units upcoming : additional workshops for eecc and esa identification of the corp groups that would like to have these sessions made available ( and subjects they would like to cover ) will complete the " user " guides with screen prints to give out to all participants ( step by step instructions , tools , and tips ) finalize the nepco workshops ( mar 20 - 22 ) produce a plan for upcoming workshops for eccs and design review summary analysis of evaluations from this week ' s workshops : our overall belief is that the workshops , the one on one attention , the new content etc . are being received very well ( scores averages around 3 . 5 on a scale of 1 - 4 ) the score for the question of whether sap will meet the reporting needs is still too low ( average of 2 . 8 ) . we will continue to analyze the root cause of this problem . there is definitely an improvement in people understanding which modules contain which data . we believe that a hand - out we developed really helped this and will continue to continue to emphasize this learning . comments received : very good and useful could have used this sooner sessions are not long enough i love the workshop idea , its so much better than training classes feel free to contact me , melissa or kim with any questions or concerns . greg

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.87,"summary":"Greg shares a weekly status update on the COE SAP reporting SWAT team, covering workshop accomplishments, upcoming plans, and evaluation scores.","reason":"Routine informational status update requiring no reply or action from the mailbox owner."}


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

Subject: senior specialist and below ratings are approved
Body: if you have any questions or would like confirmation on performance ratings for employees at the senior specialist or below level , please see me . all reviews need to be completed and turned in to me no later than august 17 th . yesterday , you should have received an e - mail with the performance review template for each of your employees . analyst ratings have not been finalized as of yet - there is a final meeting in houston on 7 / 18 . i will let you know once these ratings have been approved . thanks ! amy

Output: {"triage":"review","priority":"high","should_process":true,"confidence":0.85,"summary":"Amy announces approved ratings for senior specialist and below, sets August 17 deadline for completed reviews, and notes analyst ratings are pending.","reason":"Action required: reviews must be submitted by August 17 and pending ratings need follow-up."}


Input:
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Subject: i alwways knew id be abl 9 e t 9 oo 7 rder online onee day
Body: sa ; ve 7 _ 0 % ord . ering onl / ine to ` day ! vi ! sit our site and sa ! ve big removemeplease

Output: {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Garbled spam message promoting an online discount offer with no legitimate content.","reason":"Obvious junk spam with no actionable or legitimate content."}


Input:
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Subject: copanos changes
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by ami chokshi / corp / enron on 06 / 06 / 2000 02 : 06 pm - - - - - - - - - - - - - - - - - - - - - - - - - - - troy _ a _ benoit @ reliantenergy . com on 06 / 06 / 2000 10 : 35 : 09 am to : " ami chokshi " cc : subject : copanos changes ( see attached file : hpl - june . xls ) - hpl - june . xls

Output: {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Forwarded message from Reliant Energy regarding Copanos changes with an attached Excel file referenced.","reason":"Forwarded business message with attachment reference requires manual review for context and action."}


Input:
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Subject: january production estimate
Body: daren / carlos : i did not receive any more customer nominations . therefore , the attached file should not have changed from what was provided to carlos last week . please let me know if you have any questions , thanks , scs x 33321 - - - - - - - - - - - - - - - - - - - - - - forwarded by susan smith / hou / ect on 12 / 20 / 99 11 : 23 am - - - - - - - - - - - - - - - - - - - - - - - - - - - vance l taylor 12 / 17 / 99 04 : 07 pm to : susan smith / hou / ect @ ect cc : melissa graves / hou / ect @ ect subject : january production estimate susan , please see the attached file for january ' s production estimate . this is pretty much the final estimate except that i have calls in to costilla & walter ( superior ) . they both said that they would fax their nom once it was complete . hopefully this will be by monday . if not , all of the traders have reviewed the estimate and made their changes . i feel pretty confident that this is a good number . however , if your should receive any noms before monday at noon , please update the file and send it to carlos and daren . thanks and merry christmas to you and yours ! vlt x 3 - 6353

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"Susan forwards Vance Taylor's January production estimate to Daren and Carlos, noting no new customer nominations were received since last week.","reason":"Routine internal FYI update requiring no reply or 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: sharad ' s houston visit
Body: sharad as expected we didn ' t get time to discuss in detail what to do in houston . we have discussed the subject informally , but i ' m laying it out here for clarity , and for vince / stinson ' s information . here are my thoughts : 1 . exotica . this is the top priority , as you ' d rightly identified yourself . a . learn how to build xlls . b . catalogue functions in houston exotica not yet available in london . c . catalogue differences between inputs to london and houston exotica functions . d . produce london xll that allows current function calls to be used where possible , and incorporates new functions . e . update documentation as appropriate . if you do nothing else in your two weeks , i ' ll be very happy with this . main contacts are paulo and zimin . 2 . understand american monte carlo ( amc ) . the aim is to get a feel for amc ' s characteristics . before we embark on the use of amc for real option valuation , i ' d like to understand how it behaves for financial options . i suggest something like the following : a . produce amc code for single gbm for american option . compare greeks against those from appropriate tree methods . b . two gbm spread option model , to compare against 1 - d numerical integration method . although the " american " bit of amc isn ' t going to be used here , it will be interesting to think about the bucketing issue in price / payoff space and , again , the greeks . c . some form of mean reverting model , preferably two factor . d . hjm for pure financial option valuation . if you get somewhere on a - d , and amc behaves sensibly on pure financial models , then i ' ll be very keen to roll it out for real option valuations . vince / stinson - since i ' m expecting the worst from it i . t . o . email support , would you be good enough to print this email out and hand it to sharad ? many thanks , steve

Output: {"triage":"archive","priority":"normal","should_process":false,"confidence":0.72,"summary":"Steve outlines tasks for Sharad's two-week Houston visit, covering Exotica XLL development and American Monte Carlo analysis.","reason":"Informational task briefing forwarded for awareness; no direct reply or action required from this mailbox."}


Input:
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Subject: organizational announcement - introducing enron industrial markets
Body: we are pleased to announce the creation of a new business unit   ) enron industrial markets   ) within our wholesale energy business . enron industrial markets will be responsible for leading all worldwide business activities in the paper , pulp , lumber , and steel markets , including trading , origination and energy outsourcing activities . enron industrial markets is being created to accelerate the growth of enron north america   , s existing paper , pulp , & lumber business and to establish and grow a new business in the steel market . the formation of enron industrial markets will allow the enron north america and enron europe management to continue to focus its efforts on the aggressive expansion of our core gas and electricity business . as a standalone business unit , enron industrial markets can accelerate the growth of the paper , pulp & lumber and steel businesses into major contributor   , s to enron   , s overall growth and , working closely with enron networks , position enron as the leader in the transformation of these industries into new economy markets . enron industrial markets will be headed by jeff mcmahon , president and chief executive officer , and ray bowen , chief operating officer . they will report to mark frevert who will be chairman of enron industrial markets . mark , jeff , and ray will comprise the office of the chairman for enron industrial markets . included in this new business unit and reporting to the office of the chairman will be the following individuals and their respective groups : pulp , paper , & lumber origination bryan burnett pulp , paper & lumber trading bob crane steel trading greg hermans transaction development rodney malcolm enron industrial markets has established an operating group to manage the operations of physical assets . this unit will temporarily report to the enron industrial markets office of the chairman . coincident with the establishment of enron industrial markets , all energy outsourcing activities associated with industries other than paper , pulp , lumber and steel will be the responsibility of enron energy services . with jeff mcmahon   , s departure from enron networks , louise kitchen will assume the role of president and chief operating officer . please join us in congratulating these individuals for their new roles .

Output: {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Enron announces the creation of Enron Industrial Markets, a new wholesale business unit covering paper, pulp, lumber, and steel, with named leadership.","reason":"Routine internal organizational announcement requiring no reply or action."}