input stringlengths 186 3.23k | output stringlengths 211 427 |
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Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: fw : drift expenses
Body: drift expense allocation - - - - - original message - - - - - from : myers , thomas sent : wednesday , october 17 , 2001 5 : 57 pm to : killen , fai... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.55,"summary":"Forwarded internal message regarding drift expense allocation from Thomas Myers to Faith Killen.","reason":"Forwarded expense topic requires manual review to determine required action."} |
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Subject: Found the perfect birthday venue for Lily's party
Body: OMG I think I found it! There's this new indoor trampoline park called SkyZone that does birthday packages for kids ag... | {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Friend suggests a joint birthday party at SkyZone trampoline park for Lily and Emma, asking for a reply and to forward to Jason.","reason":"Message requests a direct response and a forward to another person for discussion."} |
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Subject: tim hiezenrader
Body: stinson gibner wanted me to pass along the name of the individual who worked with me on the west desk : tim heizenrader 503 - 464 - 7462 i believe he is... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.72,"summary":"Sender passes along a contact name and phone number for Tim Heizenrader at the west desk, relayed from Stinson Gibner.","reason":"Informational contact referral with no action or reply required from the mailbox owner."} |
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Subject: volatility curves - linked from reuters
Body: hi tanya , attached are the live reuters - linked volatility curves . please don ' t re - establish links , as i don ' t think t... | {"triage":"archive","priority":"normal","should_process":false,"confidence":0.72,"summary":"Anjam sends Tanya reuters-linked volatility curves, advises against re-establishing links, and confirms a 5pm call.","reason":"Informational FYI message with no action required from the mailbox owner."} |
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Subject: Need to discuss security incident - meeting request
Body: Hi, Our SOC team detected unusual activity on the production network last night. Before we escalate to the executive... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.92,"summary":"Head of Information Security requests urgent meeting within 2-3 hours to brief on detected unusual production network activity and get sign-off on response plan.","reason":"Active security incident with potential data exposure... |
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Subject: greatly improve your stamina
Body: i ' ve been using your product for 4 months now . i ' ve increased my length from 2 inches to nearly 6 inches . your product has saved my s... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited spam email promoting a dubious male enhancement product with fabricated testimonials and a promotional link.","reason":"Classic spam with fake testimonials and promotional links; no legitimate action needed."} |
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Subject: peace unto you
Body: dear sir / madam , we are rev thomas & racael david , we print christian books and export to europe / america . we are searching for a christain represen... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"A classic advance-fee/money-mule scam posing as a Christian book ministry seeking a payment representative for a 5% cut.","reason":"Obvious scam soliciting a money-mule; should not enter the workflow."} |
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Subject: re : doorstep meeting
Body: this should be considered work in progress as marcelo is aggresively chasing the people needed to obtain the timelines . sally , i believe i menti... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Forwarded email thread discussing doorstep meeting action items, SAP and AS400 delays, and outstanding timelines being chased by Marcelo.","reason":"Multi-party status update with open action items requires owner to read and decid... |
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Subject: Pricing strategy needs executive alignment - meeting this week
Body: Hi, We're getting conflicting signals from sales and product on our enterprise pricing tier. Sales wants ... | {"triage":"reply","priority":"high","should_process":true,"confidence":0.92,"summary":"RevOps requests urgent 45-minute executive meeting this week to resolve conflicting enterprise pricing signals stalling deals.","reason":"Urgent revenue-impacting decision requires direct scheduling response from the mailbox owner."} |
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Subject: re : mathworks
Body: molly , we have a reasonably big room . 2 - 5 people is ok . it ' s ebl 938 . vince molly carnes @ enron communications 09 / 28 / 2000 03 : 10 pm to : vi... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.87,"summary":"Vince confirms meeting room EBL 938 fits 2-5 people for the MathWorks presentation on the 18th at 2:00.","reason":"Routine internal meeting logistics reply requiring no further action."} |
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Subject: time sensitive : executive impact & influence program survey
Body: * * * reminder * * * we have not yet received your feedback . your input is very valuable and to be include... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Reminder requesting Vince Kaminski to complete a feedback assessment for an executive impact and influence program by October 25.","reason":"Action required by a specific deadline; recipient must decide whether to complete the sur... |
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Subject: Government audit next week - your reporting module producing inaccurate figures
Body: Dear Support Team, We have a government audit beginning Monday and we've just discovered... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Client reports a $1.2M depreciation calculation error in the financial reporting module ahead of a government audit starting Monday.","reason":"Time-sensitive financial bug with audit deadline requires immediate escalation to ... |
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Subject: nominations for gas days 29 & 30 on behalf of bruce mcmills
Body: gas day 29 nomination into eastrans of 45 , 000 mmbtu redeliveries : 13 , 482 pg & e 7 , 000 fuels cotton va... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Nominations for gas days 29 and 30 into Eastrans submitted on behalf of Bruce McMills with detailed redelivery breakdowns.","reason":"Operational gas nomination data requires review to confirm accuracy and proper handling."} |
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Subject: Vendor Payment Hold - Potential Fraud Detected
Body: URGENT I've placed a hold on a $156,000 payment to what appears to be a new vendor, "TechServe Global LLC." The bank deta... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"Payments Team Lead Diane Foster has placed a hold on a $156,000 vendor payment due to suspected business email compromise and unauthorized bank detail change.","reason":"Potential BEC fraud involving a large payment requires i... |
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Subject: perfect logo charset = koi 8 - r " >
Body: thinking of breathing new life into your business ? start from revamping its front - end - logo and visual identity . logodentity o... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Unsolicited promotional email advertising logo and visual identity design services from an unknown sender.","reason":"Obvious spam with garbled text, encoding tricks, and unsolicited commercial promotion."} |
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Subject: mail delivery failed : returning message to sender
Body: this message was created automatically by mail delivery software . a message that you sent could not be delivered to ... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"Automated mail delivery failure notice indicating a message could not be delivered due to a full mailbox.","reason":"Routine automated bounce notification requiring no action from the mailbox owner."} |
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Subject: usa : persistent problems chinking enron ' s armor .
Body: - - - - - original message - - - - - from : djcustomclips @ djinteractive . com @ enron [ mailto : imceanotes - djc... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"A Reuters news article from April 2001 discusses Enron's declining stock price and mounting business challenges across broadband, utilities, and legal fronts.","reason":"This is a forwarded news article digest requiring no reply or... |
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Subject: RE: Wire Transfer #8847291 - Action Required Within 1 Hour
Body: Hi, I'm following up on the wire transfer request from the CEO. We need to process this immediately as the ve... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.92,"summary":"Message claims to be from CFO office demanding immediate $47,500 wire transfer to an external account within one hour.","reason":"Classic BEC pattern with urgency, secrecy, and wire transfer demands warrants immediate escalati... |
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Subject: Lease Accounting Non-Compliance - ASC 842 Implementation Gaps
Body: Dear Audit Committee, Our review has identified significant gaps in our ASC 842 lease accounting implement... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.97,"summary":"CAO reports 340 leases with ~$95M unrecognized liabilities across 12 subsidiaries, potentially requiring 8-K filing and restatement.","reason":"Material financial misstatement with regulatory disclosure implications requires i... |
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Subject: re : equistar feb - 01
Body: thanks . equistar is complete . daren j farmer 01 / 29 / 2001 04 : 42 pm to : aimee lannou / hou / ect @ ect cc : subject : re : equistar feb - 0... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"A brief email thread confirms the Equistar February 2001 deal correction involving meter reassignment is now complete.","reason":"Thread is resolved with a completion confirmation; no further action required."} |
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Subject: hpl noms . for dec . 8 , 2000
Body: ( see attached file : hplnl 208 . xls ) - hplnl 208 . xls | {"triage":"review","priority":"normal","should_process":true,"confidence":0.52,"summary":"Email references an attached XLS file related to HPL nominations for December 8, 2000.","reason":"Attachment reference suggests actionable nomination data requiring manual review."} |
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Subject: envision system outage
Body: important message ! please read ! filenet system outage january 31 , 2002 the filenet envision system will be down thursday , january 31 st begin... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"The Envision/FileNet system will be down for hardware repair on January 31 and partially unavailable on February 2.","reason":"Routine scheduled outage notification requiring no reply or action from the recipient."} |
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Subject: URGENT LEGAL: Cease and desist - Copyright infringement on your website
Body: NOTICE OF COPYRIGHT INFRINGEMENT Dear Website Owner, Our firm represents a client whose copyrigh... | {"triage":"escalate","priority":"high","confidence":0.62,"should_process":true,"summary":"A law firm claims copyrighted material appears on the recipient's website without authorization and demands a response within 24 hours.","reason":"Legal claim requires routing to legal counsel or management for proper evaluation."... |
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Subject: re : eol guest account access
Body: i ' ve logged on . thanks for your help . - - - - - original message - - - - - from : danny . lee @ enron . com [ mailto : danny . lee @ e... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"User confirms successful login to EnronOnline after receiving guest account credentials and registration instructions from helpdesk.","reason":"Resolved support thread with no further action required from mailbox owner."} |
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Subject: speeding up your hiring process
Body: hiring managers , here are a few tips that will immediately improve the time it takes to make a offer to your candidates . all applicant... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"HR team shares internal guidelines for speeding up the hiring process, including application forms and approval steps for management candidates.","reason":"Routine internal HR process notice requiring no direct reply or action."} |
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Subject: massage from bernard
Body: from : bernard louis mcarthy esq . , trend services ltd . direct private phone : + 44 7040115431 dear , compliments , and do please accept my highe... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Classic advance-fee fraud soliciting help to claim a deceased client's $45 million in exchange for a percentage share.","reason":"Obvious 419 advance-fee scam with no legitimate action required."} |
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Subject: ideabank website
Body: please read the attached document for information about an exciting new website for ets employees ! | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.72,"summary":"Message promotes a website for ETS employees and references an attached document with no further detail.","reason":"Vague unsolicited message with attachment reference lacks sufficient context for action."} |
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Subject: HOA meeting minutes - February 2024
Body: Dear Homeowners, Attached are the minutes from our February HOA meeting. Key items discussed: the proposed increase in monthly dues ... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"February HOA meeting minutes shared, covering proposed dues increase, landscaping renewal, and guest parking policy with a March 12 vote.","reason":"Homeowner should review minutes and consider attending or submitting a proxy befo... |
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Subject: CRITICAL: Your email storage is 99% full - Upgrade or lose emails
Body: Your mailbox has reached 99% capacity. Incoming messages are being bounced back to senders effective i... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited message claiming mailbox is full and requesting credentials to upgrade storage via suspicious link.","reason":"Classic phishing pattern requesting credentials via suspicious external link; treat as junk."} |
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Subject: calculating bid - ask prices
Body: this is about enron movie trading business where we are a market maker for trading future of a movie ' s gross box office receipt . rich se... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"Internal Enron email proposing a dynamic bid-ask price mechanism for movie box office futures trading on EnronOnline.","reason":"Internal business proposal requesting feedback and review; no direct reply urgently needed but warran... |
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Subject: Can We Change Hotels? Safety Concerns About Neighborhood
Body: Hi Travel Team, I looked up the hotel booked for my upcoming trip to Bogotá and I have some concerns. Several r... | {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Amanda Torres requests a hotel change for her Bogotá trip citing neighborhood safety concerns and suggests alternative areas with comparable rates.","reason":"Travel team action needed to evaluate and approve an alternative hotel ... |
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Subject: ALERT: Unusual credit card charge of $4,299.00
Body: A charge of $4,299.00 was made on your Visa ending in *4821 at an electronics store in Lagos, Nigeria. If you did not mak... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.93,"summary":"Purported Visa fraud alert claims a $4,299 charge and urges clicking a suspicious dispute link within 2 hours.","reason":"Classic phishing pattern with artificial urgency and non-official dispute URL; treat as junk."} |
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Subject: ferc approves independence and supplylink - chicago to leidy hub
Body: project news : ferc approves independence , supplylink projects 2 : 00 pm ( cst ) jul 12 , 2000 after s... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"FERC approved the Independence and Supplylink pipeline projects, enabling over 900 MMcf/d of new natural gas capacity between Chicago and the Leidy Hub.","reason":"This is a dated industry news bulletin requiring no action or reply... |
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Subject: re : reliant letter
Body: ok , see whether this accurately reflects the deal . from : michelle lokay 02 / 06 / 2001 09 : 06 am to : susan scott / et & s / enron @ enron cc : ... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.72,"summary":"A forwarded message asks the recipient to verify whether a letter accurately reflects a deal between parties at Enron.","reason":"Message requests manual verification of deal terms, requiring the owner's review."} |
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Subject: re : further actions on anjam ' s departure
Body: anjam has told me he is not going to an energy competitor ( he mentioned weather derivatives as a the only overlap . i there... | {"triage":"review","priority":"high","should_process":true,"confidence":0.85,"summary":"Email thread outlines HR and IT actions for departing employee Anjam, including access revocation, drive cataloguing, and handover steps.","reason":"Operational departure checklist requires review to confirm actions are completed ap... |
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Subject: medical , pediatrics , doctors american directory 40 , 000 hospitals , 172 , 000 senior hospital administrators and 400 , 000 doctors .
Body: 7 , 000 hospitals , 172 , 000 se... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited promotional email offering a hospital administrator marketing database for $247.","reason":"Bulk unsolicited commercial spam with no relevance to the mailbox owner's workflow."} |
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Subject: FedEx: Customs fee required - Package held at distribution center
Body: Dear Recipient, Your international package (Tracking: FX784923001847) is being held at our Memphis dis... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Purported FedEx message demands a small customs fee payment via a suspicious non-FedEx domain link.","reason":"Classic parcel delivery phishing scam using a non-official domain; should not enter workflow."} |
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Subject: re : new color printer
Body: this is the color printer that is being ordered . here is the info . that i needed . thanks kevin moore - - - - - - - - - - - - - - - - - - - - -... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.85,"summary":"Internal email thread confirming details for ordering a color printer model 4500N at $2753 for an office move.","reason":"Routine internal procurement confirmation requiring no further action from the mailbox owner."} |
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Subject: Union negotiation session - management team meeting beforehand
Body: The union has requested to begin formal negotiations next Monday regarding the new CBA. Before we sit dow... | {"triage":"reply","priority":"high","should_process":true,"confidence":0.95,"summary":"SVP Gerald Thompson requests confirmation of attendance at a Friday 9 AM pre-negotiation management meeting before formal union CBA talks begin Monday.","reason":"Direct confirmation is requested from the recipient for a time-sensiti... |
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Subject: anthony dayao happy hour
Body: - - - - - - - - - - - - - - - - - - - - - - forwarded by anthony dayao / hou / ect on 07 / 10 / 2000 10 : 00 am - - - - - - - - - - - - - - - -... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.88,"summary":"A forwarded internal message asking assistants to share a happy hour invitation with their groups.","reason":"Routine social event notice requiring no reply or action from the mailbox owner."} |
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Subject: Fantasy football league - you in this year?
Body: Hey man, we're getting the fantasy league together for this season. Same group as last year plus a couple new people. Draft ... | {"triage":"reply","priority":"low","should_process":true,"confidence":0.92,"summary":"Friend is inviting the recipient to join a fantasy football league with a $50 buy-in and draft on August 25th.","reason":"Personal invitation requiring a yes/no response by a stated deadline."} |
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Subject: generic viagra - make it in big
Body: identical to the brandname drugs , low prices , international shipping . intense love does not measure , it just gives . ninety percent ... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited spam email advertising generic medication with unrelated filler phrases.","reason":"Classic spam pattern with pharmaceutical promotion and nonsensical filler text."} |
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Subject: re : code # 59657642 p
Body: hello , your qualifications have been accepted and you have been easily approved . you are eligible for a 2 . 3 % rate and a $ 400 , 000 loan . p... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited message claiming loan approval and requesting personal contact information via a suspicious link.","reason":"Classic phishing or scam pattern with unsolicited loan approval and suspicious URL."} |
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Subject: fw : missing man formation
Body: - - - - - original message - - - - - from : abbott , todd sent : wednesday , february 02 , 2000 5 : 00 pm to : glover , rusty ; beard , jaime... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.82,"summary":"A multiply-forwarded group email sharing a 'missing man formation' picture with a large distribution list.","reason":"Routine forwarded FYI message with no action required from the mailbox owner."} |
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Subject: better stock performance from otc heip | ine
Body: homeland security investments the terror attacks on the united states on september 11 , 20 ol have changed the security lan... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Unsolicited promotional newsletter pushing a penny OTC stock (VNBL) with inflated price targets and homeland security framing.","reason":"Classic pump-and-dump spam promoting a penny stock; no legitimate action required."} |
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Subject: czesc ludmilo , wicku i wicusiu
Body: co slychac . w polsce zimno , ponuro , w gdansku aktualnie odwilz , co sprzyja grypie . uciekamy przed grypa na tydzien do bialki tatrza... | {"triage":"reply","priority":"normal","should_process":true,"confidence":0.82,"summary":"Adam writes a friendly personal update and asks if medical student relatives could find work in Houston with the recipient's help.","reason":"Message contains a direct request for assistance finding work for family members."} |
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Subject: miningnews . net newsletter - friday , january 16 , 2004
Body: friday , january 16 , 2004 miningnews . net to allow you to read the stories below , we have arranged a complim... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.97,"summary":"A January 2004 miningnews.net newsletter digest covering mining industry news stories and commodity prices.","reason":"Routine industry newsletter digest requiring no reply or action."} |
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Subject: don ' t waste money buying m e d s from usa . 433
Body: \ / i a g r a , what more can be said ? 35952 ul 0819 h 90 p 4051 i am green . i am yellow . but at that moment i glan... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Nonsensical spam message promoting medication with random characters and no coherent content.","reason":"Obvious spam with obfuscated drug promotion and no legitimate actionable content."} |
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Subject: Carpool for soccer practice?
Body: Hi Jennifer, I was wondering if you'd be interested in setting up a carpool arrangement for the kids' soccer practice on Tuesdays and Thurs... | {"triage":"reply","priority":"normal","should_process":true,"confidence":0.95,"summary":"Sender proposes a carpool arrangement for kids' soccer practice, offering to split Tuesday and Thursday drop-offs with Jennifer.","reason":"A direct personal proposal requiring Jennifer's response to confirm or decline."} |
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Subject: Allergic reaction reported - customer claims incorrect ingredient listing on product
Body: Forward to product safety, legal, and the supplier quality team IMMEDIATELY. A cust... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.98,"summary":"A customer was hospitalized after consuming a product labeled 'tree nut free' that allegedly contains cashews; urgent escalation to safety, legal, and supplier quality teams requested.","reason":"Life-safety food labeling inci... |
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Subject: Meeting: Discuss legal implications of new EU regulation
Body: Dear Operations Leadership, The new EU Digital Services Act requirements take effect in 6 weeks and our current... | {"triage":"escalate","priority":"high","should_process":true,"confidence":0.92,"summary":"Head of Legal requests urgent cross-functional meeting this week to address EU Digital Services Act compliance due in 6 weeks.","reason":"Compliance deadline with legal implications requires routing to appropriate leadership and t... |
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Subject: Apple ID Locked - Suspicious Purchase Attempt of $499.99
Body: Dear Apple Customer, Your Apple ID has been locked after a suspicious purchase attempt of $499.99 for a MacBook... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Fake Apple security alert claiming a suspicious $499.99 purchase and urging immediate identity verification via a suspicious link.","reason":"Classic phishing scam using urgency and a non-Apple domain to steal credentials."} |
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Subject: risk 2000 - boston
Body: dear vince , i apologise for sending another email . i was wondering if you could confirm your talk title ( plus some bullet points ) for your presen... | {"triage":"reply","priority":"high","should_process":true,"confidence":0.93,"summary":"Oliver from Risk Publications requests Vince's talk title and bullet points for a derivatives conference by Thursday 27 January.","reason":"Sender needs a response before a printing deadline this week."} |
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Subject: gtv weekly project status update
Body: please find below the gtv weekly project status update and the attached file for the updated project time lines . gtv status meeting at... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.92,"summary":"GTV weekly project status update covering accomplishments, plans, and open issues for the current development cycle.","reason":"Routine informational status update requiring no reply or action."} |
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Subject: kingwood cove - 2 play " for " $ 20
Body: thanks for being a part of our e - mail offers club ! 2 play for $ 20 - includes cart & green fee ! monday thru friday - 10 am to 3 ... | {"triage":"archive","priority":"low","should_process":false,"confidence":0.95,"summary":"Kingwood Cove golf course promotional email offering 2-for-$20 green fee and cart deal, expired August 2000.","reason":"Routine promotional offer from an opted-in email club; expired and requires no action."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: Cat adoption - thoughts?
Body: So I've been looking at the local shelter website and there's this gorgeous orange tabby named Mango that I'm obsessed with. I've never had a c... | {"triage":"reply","priority":"normal","should_process":true,"confidence":0.85,"summary":"Sender is considering adopting a cat named Mango and asks for advice on lifestyle changes and monthly costs.","reason":"Personal question directed at the mailbox owner requiring a direct response."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: epe lending - 7 / 31
Body: following are the details of tuesday ' s lending agreement with el paso - 50 mw on peak at palo verde : 709300 - stwbom buys epe hlh / pv 25 mw @ $... | {"triage":"review","priority":"normal","should_process":true,"confidence":0.82,"summary":"Kate outlines Tuesday's EPE lending agreement details involving 50 MW transactions at Palo Verde and instructions for hour-ahead market procurement and fee adjustments.","reason":"Operational energy trading instructions require th... |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: FINAL NOTICE: IRS tax refund of $3,247.89 pending - Claim today
Body: Dear Taxpayer, After the last annual calculations of your fiscal activity, we have determined that you a... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.99,"summary":"Fraudulent email impersonating the IRS claiming a tax refund to harvest personal and banking information.","reason":"Classic phishing scam with fake IRS branding and credential harvesting link."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: HMRC Tax Refund Notification - £2,847.63 Pending
Body: Dear Taxpayer, After reviewing your annual tax return, we have determined that you are eligible for a refund of £2,847.... | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.97,"summary":"Purported HMRC refund notice for £2,847.63 urging urgent claim via suspicious external link with request for bank details.","reason":"Classic phishing scam impersonating HMRC with urgency tactics and suspicious domain."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: hpl books and records
Body: sally and brian , per my conversation with brian regarding hpl books and records to be turned over to aep , we will complete the identification an... | {"triage":"archive","priority":"normal","should_process":false,"confidence":0.72,"summary":"Carolyn Gilley updates Sally and Brian on HPL books and records inventory to be transferred to AEP by April 26, 2001.","reason":"Informational status update requiring no direct reply or escalation from this mailbox."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: california update 9 - 20 - 2001
Body: executive summary cpuc terminates direct access pg & e / socal bankruptcy developments direct access despite the information that a cpuc... | {"triage":"archive","priority":"normal","should_process":false,"confidence":0.82,"summary":"A detailed California energy policy update covering CPUC's termination of direct access and PG&E/SoCal bankruptcy developments as of September 2001.","reason":"Informational policy briefing with no action requested from the reci... |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: Customer received death threat through our messaging platform
Body: IMMEDIATE ESCALATION - forwarding to trust & safety, legal, and if needed, law enforcement liaison. A user... | {"triage":"escalate","priority":"critical","should_process":true,"confidence":0.99,"summary":"A user reported receiving an explicit death threat with personal details via the platform; account suspended, law enforcement contacted, escalation to trust and safety and legal needed.","reason":"Active safety emergency requi... |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: compare the rates and see for yourself
Body: special reduced smoker rates ! ! ! getawaynow ! ! ! | {"triage":"ignore","priority":"low","should_process":false,"confidence":0.95,"summary":"Unsolicited promotional message advertising special reduced smoker rates with no actionable content.","reason":"Message is low-value promotional spam with no legitimate action required."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
Subject: wellhead desk - new headcount
Body: this week , the wellhead desk has done more than 150 deals . we need to discuss adding a headcount ( maybe 2 ) , as originally we were jus... | {"triage":"escalate","priority":"high","should_process":true,"confidence":0.87,"summary":"Sender requests discussion on adding headcount at the wellhead desk due to high deal volume and asks about logistics and commercial sign-off.","reason":"Staffing and approval decisions require routing to management or HR for actio... |
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 informati... | {"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... |
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 ... | {"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."} |
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... | {"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 confir... |
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 , pl... | {"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."} |
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 : we... | {"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."} |
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 tha... | {"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."} |
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 m... | {"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 conta... |
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 d... | {"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."} |
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 | {"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."} |
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 : e... | {"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 attendan... |
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 communi... | {"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."} |
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 m... | {"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... |
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 evenin... | {"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."} |
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... | {"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."} |
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 A... | {"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 ... |
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 ch... | {"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 ad... |
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 - - - - - - - - - - - - ... | {"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 t... |
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 email... | {"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."} |
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 exten... | {"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."} |
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 re... | {"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."} |
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 kno... | {"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."} |
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 : joa... | {"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."} |
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 ... | {"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 immediat... |
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 . expector... | {"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."} |
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 :... | {"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."} |
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 ... | {"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."} |
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 ... | {"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."} |
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 ' v... | {"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."} |
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 messa... | {"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 manu... |
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 bankrupt... | {"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 ... |
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.co... | {"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."} |
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... | {"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."} |
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... | {"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."} |
Label this email for inbox triage. Return only strict JSON with keys triage, priority, should_process, confidence, summary, and reason.
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... | {"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."} |
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... | {"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 b... |
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. W... | {"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."} |
End of preview. Expand in Data Studio
Email Triage v1
This dataset contains 1,740 unique email-triage examples produced through Tuned Tensor labeling and hardening workflows. It is the public v1 dataset, de-duplicated from a 2,038-row weighted fine-tuning dataset; 298 intentional weighting duplicates were removed for easier reuse.
The task is operational inbox triage, not security-risk classification. Each row asks a model to label one email-like message and return strict JSON with triage, priority, should_process, confidence, summary, and reason.
Files
data/train.jsonl: 1,740 unique{input, output}training examples.data/targeted_boundary_645_with_source.jsonl: latest targeted boundary-label slice with parsed labels and source provenance.metadata/build-summary.json: counts and Tuned Tensor IDs for this public package.metadata/source-2038-weighted-build-summary.json: build summary for the source weighted training dataset.metadata/targeted-boundary-645-summary.json: build summary for the targeted 645-label slice.metadata/tunedtensor-spec-snapshot.json: behavior spec snapshot used for this labeling/fine-tuning workflow.
Label Schema
The output field is a compact JSON string with exactly:
triage: one ofreply,archive,escalate,ignore, orreview.priority: one oflow,normal,high, orcritical.should_process: boolean.trueforreply,escalate, orreview;falseforarchiveorignore.confidence: numeric confidence from 0 to 1.summary: concise neutral content summary.reason: short explanation for the triage decision.
Counts
Rows: 1,740
Source weighted training rows: 2,038
Removed weighting duplicates: 298
Triage distribution:
escalate: 554reply: 471ignore: 300archive: 268review: 147
Priority distribution:
low: 576critical: 444high: 389normal: 331
Usage
from datasets import load_dataset
ds = load_dataset("tunedtensor/email-triage-v1")
print(ds["train"][0]["input"])
print(ds["train"][0]["output"])
targeted = load_dataset(
"tunedtensor/email-triage-v1",
"targeted_boundary_enriched",
)
print(targeted["train"][0]["label"])
Provenance
- Labeling/fine-tuning system: Tuned Tensor
- Behavior spec ID:
27cfdfb2-28af-4c77-ac32-052c3ab6194e - Source weighted Tuned Tensor dataset ID:
98c0ddc5-0a1e-4700-b00c-e4f8432f2650 - Targeted labeling job ID:
3b52e908-8b82-4d64-8704-01c8e3171f24 - Targeted promoted dataset ID:
fa4435b6
The dataset combines unique examples from a previous hardening set plus a new 645-row targeted boundary-label slice.
The targeted slice was sampled from:
weijianzhg/email-triage-action-seedsynthetic email-triage seed data. The source dataset declares Apache-2.0 license metadata.SetFit/enron_spamEnron spam/ham data. The Hugging Face dataset card did not declare license metadata at preparation time.
Limitations
Labels were generated automatically and should be reviewed before production use. The dataset is intentionally focused on inbox-triage behavior and should not be treated as a complete email-security or phishing-risk classifier. Some source rows are public Enron-derived emails and may contain dated business context or noisy text.
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