05-12-2026-031

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/737714_20250409_30628354_14198516790.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/737714_20250409_30628354_14198516790.pdf"
}

{
  "total": "557.15",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-07",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-001",
  "vendor_name": "Ferguson Enterprises LLC",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3853",
  "invoice_date": "2025-04-07",
  "vendor_terms": "Net 10th Prox",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "714",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "invoice_number": "1504234",
  "vendor_due_date": null,
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "claude_message_id": "msg_01DTFjHS6bzjLDfeWWmcR5iC",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "alias_1e2f326fecee46f5b955324a2e70975d",
  "vendor_id": "vendor_15ec102255844f479fc29f8cb9362b73",
  "process_key": "05-12-2026-031-INV-001",
  "vendor_name": "Ferguson Enterprises LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "canonical_name": "Ferguson Enterprises LLC",
  "category_count": 2,
  "invoice_number": "1504234",
  "category_options": [
    {
      "name": "Appliances",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Appliances (52).",
      "expense_category_id": "cat_6815fb48c53f4221ad0130eaa34c6238",
      "fully_qualified_name": "Building Materials:Appliances",
      "quickbooks_account_id": "104",
      "vendor_expense_category_id": "cmp1baudl001213pfmu17sj8z"
    },
    {
      "name": "Plumbing",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Plumbing (100).",
      "expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
      "fully_qualified_name": "Building Materials:Plumbing",
      "quickbooks_account_id": "113",
      "vendor_expense_category_id": "cmp1baug5001413pfbfb4fs2m"
    }
  ],
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "expense_category_id": null,
  "normalized_alias_key": "ferguson enterprises llc",
  "quickbooks_vendor_id": "6",
  "default_expense_account": null,
  "missing_category_options": false
}

{
  "message": "Claude selected an expense category from allowed portal options.",
  "process_key": "05-12-2026-031-INV-001",
  "vendor_name": "Ferguson Enterprises LLC",
  "category_name": "Plumbing",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "selection_payload": {
    "reason": "All line items are plumbing rough-in components: pressure balance universal valves (DR10000UNBX), a diverter rough-in valve (DR11000), a lav/tub faucet rough-in valve (DR3500WL), and a PVC tub drain rough-in kit (SH653PVC). The project context 'Arden - Roughs' further confirms these are rough-in plumbing materials. Per the vendor-specific notes, Ferguson invoices with construction/job plumbing materials map to Building Materials, and the only plumbing subcategory in the allowed list is 'Plumbing' (cat_173f2c1a36d74231bf0b9d9c755c7b0d).",
    "confidence": 0.97,
    "selected_expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
    "selected_expense_category_name": "Plumbing"
  },
  "expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
  "quickbooks_account_id": "113"
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-001",
  "vendor_name": "Ferguson Enterprises LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "invoice_number": "1504234",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "quickbooks_vendor_id": "6",
  "quickbooks_account_id": "113",
  "existing_quickbooks_bill_id": null
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-001",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "quickbooks_bill_id": "353",
  "quickbooks_payload": {
    "path": "multi_category_direct",
    "total": "557.15",
    "due_date": "2025-05-07",
    "doc_number": "1504234",
    "vendor_ref": "6",
    "account_ref": "113",
    "jkath_terms": "Net 30",
    "vendor_terms": "Net 10th Prox",
    "quickbooks_bill_id": "353"
  },
  "quickbooks_account_id": "113",
  "resolved_expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d"
}

{
  "path": "multi_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-001",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "attachment_payload": {
    "path": "multi_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "353"
  },
  "quickbooks_bill_id": "353"
}

{
  "path": "multi_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-001",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17",
  "final_file_name": "FergusonEnterprisesLLC_INV-1504234.pdf",
  "source_file_name": "737714_20250409_30628354_14198516790.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/kosaixzhzeg2jz437teym/FergusonEnterprisesLLC_INV-1504234.pdf?rlkey=qxd3cje9ul478fmfqduzwkiuu&dl=0",
  "quickbooks_bill_id": "353",
  "multi_invoice_group_id": "bill_393baff9de7c4ba4aa2fb62c6edf1e17"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Lakeview White Bath Drain Quote.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Lakeview White Bath Drain Quote.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Lakeview White Bath Drain Quote.pdf"
}

{
  "total": "155.51",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-02-05",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-002",
  "vendor_name": "Ferguson Enterprises",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3874",
  "invoice_date": "2025-01-06",
  "vendor_terms": "NET 10TH PROX",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "458",
  "bill_import_id": "bill_9b2cd05f54914d69a63f9bbb73aa00e3",
  "invoice_number": "B688613",
  "vendor_due_date": null,
  "source_file_name": "Lakeview White Bath Drain Quote.pdf",
  "claude_message_id": "msg_019GAtUpzbm75Ue2z5cQ7sHd",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "path": "needs_review_non_invoice_document",
  "notes": "This is a Price Quotation (Bid No: B688613), not a standard unpaid vendor invoice. is_billable_invoice set to false. Vendor branch/store suffix #2009 and #1657 omitted from vendor_name. Customer PO reference: 5503 LAKEVIEW DR. Quoted by: JVN.",
  "total": "155.51",
  "status": "NEEDS_REVIEW",
  "message": "Reviewable document moved to review folder.",
  "outcome": "needs_review",
  "process_key": "05-12-2026-031-INV-002",
  "vendor_name": "Ferguson Enterprises",
  "invoice_date": "2025-01-06",
  "document_type": "quote",
  "make_trace_id": "make-20260512_002952_270",
  "review_reason": "Claude marked the document as not billable for QuickBooks bill creation (type: quote)",
  "bill_import_id": "bill_9b2cd05f54914d69a63f9bbb73aa00e3",
  "invoice_number": "B688613",
  "final_file_name": "Lakeview White Bath Drain Quote_REVIEW.pdf",
  "final_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/05 Review/Lakeview White Bath Drain Quote_REVIEW.pdf",
  "source_file_name": "Lakeview White Bath Drain Quote.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Lakeview White Bath Drain Quote.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/nfok1qha3pbrc33h470uz/Lakeview-White-Bath-Drain-Quote_REVIEW.pdf?rlkey=3hjgsrik9k2h3j3v0u1gbai1u&dl=0",
  "is_billable_invoice": "false",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Lakeview White Bath Drain Quote.pdf",
  "multi_invoice_group_id": "bill_9b2cd05f54914d69a63f9bbb73aa00e3"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Wurth 9025154149.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Wurth 9025154149.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Wurth 9025154149.pdf"
}

{
  "total": "416.98",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-04-09",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-003",
  "vendor_name": "Wurth Baer Supply Company",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "5551",
  "invoice_date": "2025-03-10",
  "vendor_terms": null,
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "811",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "invoice_number": "9025154149",
  "vendor_due_date": "2025-04-25",
  "source_file_name": "Wurth 9025154149.pdf",
  "claude_message_id": "msg_01RQxRcFWbLkTvhzSGyXmB7c",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "cmp1abc80002gagtbmydf0e3a",
  "vendor_id": "vend_6e94477adc5349d785d0d21b6aee89f9",
  "process_key": "05-12-2026-031-INV-003",
  "vendor_name": "Wurth Baer Supply Company",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "canonical_name": "Wurth Baer Supply",
  "category_count": 2,
  "invoice_number": "9025154149",
  "category_options": [
    {
      "name": "Cabinet Materials",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Cabinet Materials (7).",
      "expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
      "fully_qualified_name": "Building Materials:Cabinet Materials",
      "quickbooks_account_id": "105",
      "vendor_expense_category_id": "cmp1bavf2001o13pf1mgb7md5"
    },
    {
      "name": "Hardwood Flooring",
      "notes": "Mapped from JKath historical QuickBooks export: Building Services:Hardwood Flooring (1).",
      "expense_category_id": "cat_d5dace0f278e449ca0384e78e093b5e4",
      "fully_qualified_name": "Building Services:Hardwood Flooring",
      "quickbooks_account_id": "128",
      "vendor_expense_category_id": "cmp1bavhl001q13pfyr3n6ifk"
    }
  ],
  "source_file_name": "Wurth 9025154149.pdf",
  "expense_category_id": null,
  "normalized_alias_key": "wurth baer supply company",
  "quickbooks_vendor_id": "115",
  "default_expense_account": null,
  "missing_category_options": false
}

{
  "message": "Claude selected an expense category from allowed portal options.",
  "process_key": "05-12-2026-031-INV-003",
  "vendor_name": "Wurth Baer Supply",
  "category_name": "Cabinet Materials",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "source_file_name": "Wurth 9025154149.pdf",
  "selection_payload": {
    "reason": "Wurth Baer Supply Company is a well-known distributor of cabinet and millwork materials. The line items include black laminate sheets (NJ109-3959-48 BLACK MATTE), prefinished maple edge banding (WT680MAPLE-7/8PF CVR EDGEBND PREFIN MAPLE), and Finnish Oak edge banding roll (RU716041-604 FINNISH OAK), along with a Laminate Box Fee. These are all classic cabinet-making materials — laminate panels and edge banding are core components used in cabinet fabrication and finishing. While Finnish Oak edge banding could theoretically relate to flooring, edge banding in this context (purchased from a cabinet supply vendor alongside laminate sheets and maple edge banding) is overwhelmingly consistent with cabinet construction. Cabinet Materials is the correct category.",
    "confidence": 0.92,
    "selected_expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
    "selected_expense_category_name": "Cabinet Materials"
  },
  "expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
  "quickbooks_account_id": "105"
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-003",
  "vendor_name": "Wurth Baer Supply",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "invoice_number": "9025154149",
  "source_file_name": "Wurth 9025154149.pdf",
  "quickbooks_vendor_id": "115",
  "quickbooks_account_id": "105",
  "existing_quickbooks_bill_id": null
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-003",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "source_file_name": "Wurth 9025154149.pdf",
  "quickbooks_bill_id": "354",
  "quickbooks_payload": {
    "path": "multi_category_direct",
    "total": "416.98",
    "due_date": "2025-04-09",
    "doc_number": "9025154149",
    "vendor_ref": "115",
    "account_ref": "105",
    "jkath_terms": "Net 30",
    "vendor_terms": "",
    "quickbooks_bill_id": "354"
  },
  "quickbooks_account_id": "105",
  "resolved_expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62"
}

{
  "path": "multi_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-003",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "source_file_name": "Wurth 9025154149.pdf",
  "attachment_payload": {
    "path": "multi_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "354"
  },
  "quickbooks_bill_id": "354"
}

{
  "path": "multi_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-003",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_11ecfd7960514efb997c13d391cae7a7",
  "final_file_name": "WurthBaerSupply_INV-9025154149.pdf",
  "source_file_name": "Wurth 9025154149.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/0sz7f4xaquj8s53gm1llo/WurthBaerSupply_INV-9025154149.pdf?rlkey=vj5hdijbr6pbsg47wec6uu9fb&dl=0",
  "quickbooks_bill_id": "354",
  "multi_invoice_group_id": "bill_11ecfd7960514efb997c13d391cae7a7"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf"
}

{
  "total": "250.00",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-08",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-004",
  "vendor_name": "Hardline Exteriors",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3129",
  "invoice_date": "2025-04-08",
  "vendor_terms": "Net 15",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "366",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "invoice_number": "248 RSI",
  "vendor_due_date": "2025-04-23",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "claude_message_id": "msg_017gJkFHYSTRcMvgJdABtyKF",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": false,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": null,
  "vendor_id": null,
  "process_key": "05-12-2026-031-INV-004",
  "vendor_name": "Hardline Exteriors",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "canonical_name": null,
  "category_count": 0,
  "invoice_number": "248 RSI",
  "category_options": [],
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "expense_category_id": null,
  "normalized_alias_key": "hardline exteriors",
  "quickbooks_vendor_id": null,
  "default_expense_account": null,
  "missing_category_options": false
}

{
  "reason": "The extracted vendor 'Hardline Exteriors' is clearly the same company as the approved vendor 'Hardline Exteriors LLC', differing only by the omission of the corporate suffix 'LLC'. The filename also confirms 'Hardline_Exteriors_LLC'.",
  "message": "Vendor resolver matched a portal vendor and alias was recorded.",
  "alias_id": "alias_49a29de573614694830ec9e623481f0c",
  "vendor_id": "vend_32e26a5a533543d4a7722dc46851d0e7",
  "confidence": 0.99,
  "process_key": "05-12-2026-031-INV-004",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "category_count": 5,
  "suggested_alias": "Hardline Exteriors",
  "category_options": [
    {
      "name": "Accessories",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Accessories (1).",
      "expense_category_id": "cat_803a993fa8c7497d82397548a7148b17",
      "fully_qualified_name": "Building Materials:Accessories",
      "quickbooks_account_id": "103",
      "vendor_expense_category_id": "cmp1batpq000o13pf2r96shfw"
    },
    {
      "name": "HVAC",
      "notes": "Mapped from JKath historical QuickBooks export: Building Services:HVAC (1).",
      "expense_category_id": "cat_38ad701dd6134b3397c91aa376a91827",
      "fully_qualified_name": "Building Services:HVAC",
      "quickbooks_account_id": "130",
      "vendor_expense_category_id": "cmp1batv2000s13pfz4971dbi"
    },
    {
      "name": "Roofing",
      "notes": "Mapped from JKath historical QuickBooks export: Building Services:Roofing (7).",
      "expense_category_id": "cat_a420727f304f46b1834172ff6d0b57dc",
      "fully_qualified_name": "Building Services:Roofing",
      "quickbooks_account_id": "137",
      "vendor_expense_category_id": "cmp1batxp000u13pfaoz9j36j"
    },
    {
      "name": "Siding",
      "notes": "Mapped from JKath historical QuickBooks export: Building Services:Siding (9).",
      "expense_category_id": "cat_e0200ce3b70a4aa7bfa336665876d7c1",
      "fully_qualified_name": "Building Services:Siding",
      "quickbooks_account_id": "138",
      "vendor_expense_category_id": "cmp1bau1a000w13pf2fsl4uyv"
    },
    {
      "name": "Windows",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Windows (1).",
      "expense_category_id": "cat_6b849ad95bb54021b27b40bf782a000c",
      "fully_qualified_name": "Building Materials:Windows",
      "quickbooks_account_id": "117",
      "vendor_expense_category_id": "cmp1batsl000q13pfqadxcdg4"
    }
  ],
  "resolver_payload": {
    "reason": "The extracted vendor 'Hardline Exteriors' is clearly the same company as the approved vendor 'Hardline Exteriors LLC', differing only by the omission of the corporate suffix 'LLC'. The filename also confirms 'Hardline_Exteriors_LLC'.",
    "matched": "true",
    "confidence": "0.99",
    "suggested_alias": "Hardline Exteriors",
    "canonical_vendor_name": "Hardline Exteriors LLC",
    "default_expense_account": "Building Materials"
  },
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "canonical_vendor_name": "Hardline Exteriors LLC",
  "extracted_vendor_name": "Hardline Exteriors"
}

{
  "path": "resolver_portal_category_selection",
  "message": "Claude selected an expense category from allowed portal options after vendor resolver.",
  "process_key": "05-12-2026-031-INV-004",
  "vendor_name": "Hardline Exteriors LLC",
  "category_name": "Roofing",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "selection_payload": {
    "reason": "The single line item explicitly describes 'Roofing Labor - Install Pipe Flashing on Roof,' which is a direct roofing service. This maps clearly to the Roofing category, which also has the strongest historical usage (7 prior mappings) in the JKath QuickBooks export.",
    "confidence": 0.99,
    "selected_expense_category_id": "cat_a420727f304f46b1834172ff6d0b57dc",
    "selected_expense_category_name": "Roofing"
  },
  "expense_category_id": "cat_a420727f304f46b1834172ff6d0b57dc",
  "quickbooks_account_id": "137"
}

{
  "path": "resolver_success",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-004",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "quickbooks_bill_id": "355",
  "quickbooks_payload": {
    "path": "resolver_success",
    "total": "250.00",
    "due_date": "2025-05-08",
    "doc_number": "248 RSI",
    "vendor_ref": "53",
    "account_ref": "137",
    "jkath_terms": "Net 30",
    "vendor_terms": "Net 15",
    "quickbooks_bill_id": "355"
  },
  "quickbooks_account_id": "137",
  "resolved_expense_category_id": "cat_a420727f304f46b1834172ff6d0b57dc"
}

{
  "path": "resolver_success",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-004",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "attachment_payload": {
    "path": "resolver_success",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "355"
  },
  "quickbooks_bill_id": "355"
}

{
  "path": "resolver_success",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-004",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_74f04ab262dd43428347cbf08f5e0788",
  "final_file_name": "HardlineExteriorsLLC_INV-248RSI.pdf",
  "source_file_name": "Inv_248_RSI_from_Hardline_Exteriors_LLC_10788.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/twk8y5lv8dxkyl6qwge00/HardlineExteriorsLLC_INV-248RSI.pdf?rlkey=nfnhh60bxypb40oe6bezdij23&dl=0",
  "quickbooks_bill_id": "355",
  "multi_invoice_group_id": "bill_74f04ab262dd43428347cbf08f5e0788"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Dakota Cty Lumber 2504-951355.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Dakota Cty Lumber 2504-951355.pdf"
}

{
  "total": "512.84",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-09",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-005",
  "vendor_name": "Dakota County Lumber",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3444",
  "invoice_date": "2025-04-09",
  "vendor_terms": "Net 30",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "614",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "invoice_number": "2504-951355",
  "vendor_due_date": null,
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "claude_message_id": "msg_01XKncjKXMQngVmeSQuUaQMv",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "alias_5c621a008e474b48809d367640f6ce54",
  "vendor_id": "vend_a3cdda652daa459c95de2013ac3f1f6a",
  "process_key": "05-12-2026-031-INV-005",
  "vendor_name": "Dakota County Lumber",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "canonical_name": "Dakota County Lumber",
  "category_count": 1,
  "invoice_number": "2504-951355",
  "category_options": [
    {
      "name": "Lumber",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Lumber (115).",
      "expense_category_id": "cat_ea0a3d7499574e63b9a9309abd225376",
      "fully_qualified_name": "Building Materials:Lumber",
      "quickbooks_account_id": "111",
      "vendor_expense_category_id": "cmp1bawrn002g13pf2vrgci4f"
    }
  ],
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "category_selection": {
    "method": "single_assignable_category",
    "reason": "Vendor has exactly one assignable expense category, so the category was assigned without a Claude category-selection call.",
    "confidence": 1,
    "category_name": "Lumber",
    "expense_category_id": "cat_ea0a3d7499574e63b9a9309abd225376",
    "quickbooks_account_id": "111",
    "selected_expense_category_id": "cat_ea0a3d7499574e63b9a9309abd225376",
    "selected_expense_category_name": "Lumber"
  },
  "expense_category_id": "cat_ea0a3d7499574e63b9a9309abd225376",
  "normalized_alias_key": "dakota county lumber",
  "quickbooks_vendor_id": "15",
  "default_expense_account": "Lumber",
  "missing_category_options": false
}

{
  "path": "single_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-005",
  "vendor_name": "Dakota County Lumber",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "invoice_number": "2504-951355",
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "quickbooks_vendor_id": "15",
  "quickbooks_account_id": "111",
  "existing_quickbooks_bill_id": null
}

{
  "path": "single_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-005",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "quickbooks_bill_id": "356",
  "quickbooks_payload": {
    "path": "single_category_direct",
    "total": "512.84",
    "due_date": "2025-05-09",
    "doc_number": "2504-951355",
    "vendor_ref": "15",
    "account_ref": "111",
    "jkath_terms": "Net 30",
    "vendor_terms": "Net 30",
    "quickbooks_bill_id": "356"
  },
  "quickbooks_account_id": "111",
  "resolved_expense_category_id": "cat_ea0a3d7499574e63b9a9309abd225376"
}

{
  "path": "single_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-005",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "attachment_payload": {
    "path": "single_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "356"
  },
  "quickbooks_bill_id": "356"
}

{
  "path": "single_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-005",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_c18a2722f0e847e4bf83be1b66bb7496",
  "final_file_name": "DakotaCountyLumber_INV-2504-951355.pdf",
  "source_file_name": "Dakota Cty Lumber 2504-951355.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/t2jgju6moh3n94a7utayg/DakotaCountyLumber_INV-2504-951355.pdf?rlkey=hxljyax1npfi7yabq6rxc7ob8&dl=0",
  "quickbooks_bill_id": "356",
  "multi_invoice_group_id": "bill_c18a2722f0e847e4bf83be1b66bb7496"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Invoice_225012_from_Limitless_Exposure_LLC.pdf"
}

{
  "total": "526.50",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-01",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-006",
  "vendor_name": "Limitless Exposure LLC",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "4939",
  "invoice_date": "2025-04-01",
  "vendor_terms": "Due on receipt",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "457",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "invoice_number": "225012",
  "vendor_due_date": "2025-04-01",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "claude_message_id": "msg_017ZRkWTx3K2AyHbT5zDM2J9",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "cmp1abls2009yagtbmv9adu9l",
  "vendor_id": "vend_40d6cde5b5584b3a99f6bfbbb30d5ab0",
  "process_key": "05-12-2026-031-INV-006",
  "vendor_name": "Limitless Exposure LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "canonical_name": "Limitless Exposure LLC",
  "category_count": 3,
  "invoice_number": "225012",
  "category_options": [
    {
      "name": "Computer, Internet, & Software",
      "notes": "Mapped from JKath historical QuickBooks export: Computer, Internet, & Software (1).",
      "expense_category_id": "cat_a14fcd4c0e5d4fde8e584f03fa8701b9",
      "fully_qualified_name": "Computer, Internet, & Software",
      "quickbooks_account_id": "143",
      "vendor_expense_category_id": "cmp1bb3e1006013pf194h3qo1"
    },
    {
      "name": "Marketing & Advertising",
      "notes": "Mapped from JKath historical QuickBooks export: Marketing & Advertising (4).",
      "expense_category_id": "cat_a705d1f61e88472eaa53b4d214bbb5c9",
      "fully_qualified_name": "Marketing & Advertising",
      "quickbooks_account_id": "148",
      "vendor_expense_category_id": "cmp1bb3gn006213pfv08dl0ot"
    },
    {
      "name": "Marketing- Website",
      "notes": "Mapped from JKath historical QuickBooks export: Marketing & Advertising:Marketing- Website (18).",
      "expense_category_id": "cat_bc1043051876437ca92797d7660b398a",
      "fully_qualified_name": "Marketing & Advertising:Marketing- Website",
      "quickbooks_account_id": "150",
      "vendor_expense_category_id": "cmp1bb3j7006413pfclcxxk64"
    }
  ],
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "expense_category_id": null,
  "normalized_alias_key": "limitless exposure llc",
  "quickbooks_vendor_id": "54",
  "default_expense_account": null,
  "missing_category_options": false
}

{
  "message": "Claude selected an expense category from allowed portal options.",
  "process_key": "05-12-2026-031-INV-006",
  "vendor_name": "Limitless Exposure LLC",
  "category_name": "Marketing- Website",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "selection_payload": {
    "reason": "The invoice is explicitly for 'Website - MAINTENANCE SERVICES' on the 'JKATH DESIGN BUILD + REINVENT Website' under a contract service term, and the project context is 'Monthly Website Maintenance'. This maps directly to the 'Marketing- Website' subcategory (id=cat_bc1043051876437ca92797d7660b398a), which is the most specific and appropriate category for website-related maintenance services, over the broader 'Marketing & Advertising' or 'Computer, Internet, & Software' categories.",
    "confidence": 0.97,
    "selected_expense_category_id": "cat_bc1043051876437ca92797d7660b398a",
    "selected_expense_category_name": "Marketing- Website"
  },
  "expense_category_id": "cat_bc1043051876437ca92797d7660b398a",
  "quickbooks_account_id": "150"
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-006",
  "vendor_name": "Limitless Exposure LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "invoice_number": "225012",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "quickbooks_vendor_id": "54",
  "quickbooks_account_id": "150",
  "existing_quickbooks_bill_id": null
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-006",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "quickbooks_bill_id": "357",
  "quickbooks_payload": {
    "path": "multi_category_direct",
    "total": "526.50",
    "due_date": "2025-05-01",
    "doc_number": "225012",
    "vendor_ref": "54",
    "account_ref": "150",
    "jkath_terms": "Net 30",
    "vendor_terms": "Due on receipt",
    "quickbooks_bill_id": "357"
  },
  "quickbooks_account_id": "150",
  "resolved_expense_category_id": "cat_bc1043051876437ca92797d7660b398a"
}

{
  "path": "multi_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-006",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "attachment_payload": {
    "path": "multi_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "357"
  },
  "quickbooks_bill_id": "357"
}

{
  "path": "multi_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-006",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_6863f77821334a9991b4217979014295",
  "final_file_name": "LimitlessExposureLLC_INV-225012.pdf",
  "source_file_name": "Invoice_225012_from_Limitless_Exposure_LLC.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/0x9o3sknswzqn8j7a22vr/LimitlessExposureLLC_INV-225012.pdf?rlkey=s0ctfgzxg06qkpgqkrb817r38&dl=0",
  "quickbooks_bill_id": "357",
  "multi_invoice_group_id": "bill_6863f77821334a9991b4217979014295"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Jeremy - Arden.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Jeremy - Arden.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Jeremy - Arden.pdf"
}

{
  "total": "6882",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-06",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-007",
  "vendor_name": "Jeremy Wenstad Const",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "2957",
  "invoice_date": "2025-04-06",
  "vendor_terms": null,
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "500",
  "bill_import_id": "bill_0fe59e1af7ff433985b33f4af7a81595",
  "invoice_number": "329157",
  "vendor_due_date": null,
  "source_file_name": "Jeremy - Arden.pdf",
  "claude_message_id": "msg_01UB72vVYDz3v7XXx43SBp1y",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "path": "needs_review_non_invoice_document",
  "notes": "Document is a Statement form (Adams DC5812). The number 329157 appears at the top right and is used as the invoice_number. Vendor name reads 'Jeremy Wenstad Const' — likely abbreviation for 'Construction'. Date interpreted as 4/6/25 (April 6, 2025). Total amount is 6882. Scanned handwritten document; OCR confidence moderate. Document is classified as a statement, not a standard unpaid vendor invoice, so is_billable_invoice is false.",
  "total": "6882",
  "status": "NEEDS_REVIEW",
  "message": "Reviewable document moved to review folder.",
  "outcome": "needs_review",
  "process_key": "05-12-2026-031-INV-007",
  "vendor_name": "Jeremy Wenstad Const",
  "invoice_date": "2025-04-06",
  "document_type": "statement",
  "make_trace_id": "make-20260512_002952_270",
  "review_reason": "Claude marked the document as not billable for QuickBooks bill creation (type: statement)",
  "bill_import_id": "bill_0fe59e1af7ff433985b33f4af7a81595",
  "invoice_number": "329157",
  "final_file_name": "Jeremy - Arden_REVIEW.pdf",
  "final_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/05 Review/Jeremy - Arden_REVIEW.pdf",
  "source_file_name": "Jeremy - Arden.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Jeremy - Arden.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/ewzgdnv4vodtz15j5695j/Jeremy-Arden_REVIEW.pdf?rlkey=ikdk3v6wqfats72bu4o4rqv2t&dl=0",
  "is_billable_invoice": "false",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Jeremy - Arden.pdf",
  "multi_invoice_group_id": "bill_0fe59e1af7ff433985b33f4af7a81595"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Jeremy - W River .pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Jeremy - W River .pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Jeremy - W River .pdf"
}

{
  "total": "630",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-06",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-008",
  "vendor_name": "Jerony Wenstad Cont",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "2957",
  "invoice_date": "2025-04-06",
  "vendor_terms": null,
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "509",
  "bill_import_id": "bill_65c7a431c348479e93833e320ec33c85",
  "invoice_number": "jer-040625-630",
  "vendor_due_date": null,
  "source_file_name": "Jeremy - W River .pdf",
  "claude_message_id": "msg_012zLM5jUUCtpQYjr1hcXPQL",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "path": "needs_review_non_invoice_document",
  "notes": "Document is a statement form (Adams DC5812). Vendor name reads as 'Jerony Wenstad Cont' — handwriting is difficult to decipher; may be a different name. 'TO' field reads 'JKath' (likely the customer/recipient). Project listed as 'W River'. Line item amount reads as '630' but handwriting is ambiguous (could be C30 = $630 or a different value). No invoice number printed; generated using missing-number rule: jer-040625-630. Total amount field at bottom is blank; total inferred from the single line item amount. OCR quality is low due to handwritten scanned document. Human review recommended.",
  "total": "630",
  "status": "NEEDS_REVIEW",
  "message": "Reviewable document moved to review folder.",
  "outcome": "needs_review",
  "process_key": "05-12-2026-031-INV-008",
  "vendor_name": "Jerony Wenstad Cont",
  "invoice_date": "2025-04-06",
  "document_type": "statement",
  "make_trace_id": "make-20260512_002952_270",
  "review_reason": "Claude marked the document as not billable for QuickBooks bill creation (type: statement)",
  "bill_import_id": "bill_65c7a431c348479e93833e320ec33c85",
  "invoice_number": "jer-040625-630",
  "final_file_name": "Jeremy - W River _REVIEW.pdf",
  "final_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/05 Review/Jeremy - W River _REVIEW.pdf",
  "source_file_name": "Jeremy - W River .pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Jeremy - W River .pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/8ep26ydamgot4tlfymzsx/Jeremy-W-River-_REVIEW.pdf?rlkey=snjr9qbwviztw2jllgnokyv1n&dl=0",
  "is_billable_invoice": "false",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Jeremy - W River .pdf",
  "multi_invoice_group_id": "bill_65c7a431c348479e93833e320ec33c85"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Liberty Electric Minnesota LLC Invoice 25314.pdf"
}

{
  "total": "7427.00",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-03",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-009",
  "vendor_name": "Liberty Electric Minnesota LLC",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3180",
  "invoice_date": "2025-04-03",
  "vendor_terms": null,
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "370",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "invoice_number": "25314",
  "vendor_due_date": "2025-05-03",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "claude_message_id": "msg_01M58KWdTQBePHeq5Rbz87PY",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "cmp1abh90006gagtbnzrnz3wo",
  "vendor_id": "vend_1ed7b0a3c46346b5aba5b77c09824774",
  "process_key": "05-12-2026-031-INV-009",
  "vendor_name": "Liberty Electric Minnesota LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "canonical_name": "Liberty Electric Minnesota LLC",
  "category_count": 1,
  "invoice_number": "25314",
  "category_options": [
    {
      "name": "Electrical",
      "notes": "Mapped from JKath historical QuickBooks export: Building Services:Electrical (39).",
      "expense_category_id": "cat_ffcb7c9c5585409ba42ca033f3420f00",
      "fully_qualified_name": "Building Services:Electrical",
      "quickbooks_account_id": "124",
      "vendor_expense_category_id": "cmp1bazw6004813pfobwqxvzx"
    }
  ],
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "category_selection": {
    "method": "single_assignable_category",
    "reason": "Vendor has exactly one assignable expense category, so the category was assigned without a Claude category-selection call.",
    "confidence": 1,
    "category_name": "Electrical",
    "expense_category_id": "cat_ffcb7c9c5585409ba42ca033f3420f00",
    "quickbooks_account_id": "124",
    "selected_expense_category_id": "cat_ffcb7c9c5585409ba42ca033f3420f00",
    "selected_expense_category_name": "Electrical"
  },
  "expense_category_id": "cat_ffcb7c9c5585409ba42ca033f3420f00",
  "normalized_alias_key": "liberty electric minnesota llc",
  "quickbooks_vendor_id": "5",
  "default_expense_account": "Electrical",
  "missing_category_options": false
}

{
  "path": "single_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-009",
  "vendor_name": "Liberty Electric Minnesota LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "invoice_number": "25314",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "quickbooks_vendor_id": "5",
  "quickbooks_account_id": "124",
  "existing_quickbooks_bill_id": null
}

{
  "path": "single_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-009",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "quickbooks_bill_id": "358",
  "quickbooks_payload": {
    "path": "single_category_direct",
    "total": "7427.00",
    "due_date": "2025-05-03",
    "doc_number": "25314",
    "vendor_ref": "5",
    "account_ref": "124",
    "jkath_terms": "Net 30",
    "vendor_terms": "",
    "quickbooks_bill_id": "358"
  },
  "quickbooks_account_id": "124",
  "resolved_expense_category_id": "cat_ffcb7c9c5585409ba42ca033f3420f00"
}

{
  "path": "single_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-009",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "attachment_payload": {
    "path": "single_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "358"
  },
  "quickbooks_bill_id": "358"
}

{
  "path": "single_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-009",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_e17671baf9c6484d85c169229f5dbd34",
  "final_file_name": "LibertyElectricMinnesotaLLC_INV-25314.pdf",
  "source_file_name": "Liberty Electric Minnesota LLC Invoice 25314.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/oqkfll0jik1ai2lo0deav/LibertyElectricMinnesotaLLC_INV-25314.pdf?rlkey=shedge4tgkhphet5dnrs40dxo&dl=0",
  "quickbooks_bill_id": "358",
  "multi_invoice_group_id": "bill_e17671baf9c6484d85c169229f5dbd34"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/737714_20250412_30652486_14213040524.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/737714_20250412_30652486_14213040524.pdf"
}

{
  "total": "77.75",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-10",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-010",
  "vendor_name": "Ferguson Enterprises LLC",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3580",
  "invoice_date": "2025-04-10",
  "vendor_terms": "Net 10th Prox",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "430",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "invoice_number": "1525333",
  "vendor_due_date": null,
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "claude_message_id": "msg_018ooC8pht3RyxuwnAZjMxb1",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "alias_1e2f326fecee46f5b955324a2e70975d",
  "vendor_id": "vendor_15ec102255844f479fc29f8cb9362b73",
  "process_key": "05-12-2026-031-INV-010",
  "vendor_name": "Ferguson Enterprises LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "canonical_name": "Ferguson Enterprises LLC",
  "category_count": 2,
  "invoice_number": "1525333",
  "category_options": [
    {
      "name": "Appliances",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Appliances (52).",
      "expense_category_id": "cat_6815fb48c53f4221ad0130eaa34c6238",
      "fully_qualified_name": "Building Materials:Appliances",
      "quickbooks_account_id": "104",
      "vendor_expense_category_id": "cmp1baudl001213pfmu17sj8z"
    },
    {
      "name": "Plumbing",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Plumbing (100).",
      "expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
      "fully_qualified_name": "Building Materials:Plumbing",
      "quickbooks_account_id": "113",
      "vendor_expense_category_id": "cmp1baug5001413pfbfb4fs2m"
    }
  ],
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "expense_category_id": null,
  "normalized_alias_key": "ferguson enterprises llc",
  "quickbooks_vendor_id": "6",
  "default_expense_account": null,
  "missing_category_options": false
}

{
  "message": "Claude selected an expense category from allowed portal options.",
  "process_key": "05-12-2026-031-INV-010",
  "vendor_name": "Ferguson Enterprises LLC",
  "category_name": "Plumbing",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "selection_payload": {
    "reason": "The line item 'WHIT PVC S40 L&T W&O' (item W901LTPVCWH) is a PVC Schedule 40 pipe fitting — a plumbing supply material. The project context 'Lakeview - Drains' further confirms this is a plumbing/drainage job. Per Ferguson-specific notes, construction/job materials from Ferguson map to Building Materials subcategories, and PVC pipe fittings fall squarely under Plumbing.",
    "confidence": 0.97,
    "selected_expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
    "selected_expense_category_name": "Plumbing"
  },
  "expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d",
  "quickbooks_account_id": "113"
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-010",
  "vendor_name": "Ferguson Enterprises LLC",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "invoice_number": "1525333",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "quickbooks_vendor_id": "6",
  "quickbooks_account_id": "113",
  "existing_quickbooks_bill_id": null
}

{
  "path": "multi_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-010",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "quickbooks_bill_id": "359",
  "quickbooks_payload": {
    "path": "multi_category_direct",
    "total": "77.75",
    "due_date": "2025-05-10",
    "doc_number": "1525333",
    "vendor_ref": "6",
    "account_ref": "113",
    "jkath_terms": "Net 30",
    "vendor_terms": "Net 10th Prox",
    "quickbooks_bill_id": "359"
  },
  "quickbooks_account_id": "113",
  "resolved_expense_category_id": "cat_173f2c1a36d74231bf0b9d9c755c7b0d"
}

{
  "path": "multi_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-010",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "attachment_payload": {
    "path": "multi_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "359"
  },
  "quickbooks_bill_id": "359"
}

{
  "path": "multi_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-010",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_10691d3e9e8f4958a8715166386cc3aa",
  "final_file_name": "FergusonEnterprisesLLC_INV-1525333.pdf",
  "source_file_name": "737714_20250412_30652486_14213040524.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/ixc1a52dvykdevz8q263s/FergusonEnterprisesLLC_INV-1525333.pdf?rlkey=fma2ojl9bgv7ja2bqwd1l9rt2&dl=0",
  "quickbooks_bill_id": "359",
  "multi_invoice_group_id": "bill_10691d3e9e8f4958a8715166386cc3aa"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Industrial Lumber Invoice_52403-00.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Industrial Lumber Invoice_52403-00.pdf"
}

{
  "total": "5536.54",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-07",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-011",
  "vendor_name": "Industrial Lumber & Plywood",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "5750",
  "invoice_date": "2025-04-07",
  "vendor_terms": "1% 10 Net 30",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "1443",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "invoice_number": "52403-00",
  "vendor_due_date": "2025-05-07",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "claude_message_id": "msg_01XwCLaNYbbvkeKaUWaqbM9o",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "found": true,
  "message": "Looked up parsed vendor name against portal aliases.",
  "alias_id": "cmp0l4pzi00014q9yk3kiu27n",
  "vendor_id": "vendor_industrial_lumber_plywood",
  "process_key": "05-12-2026-031-INV-011",
  "vendor_name": "Industrial Lumber & Plywood",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "canonical_name": "Industrial Lumber & Plywood, Inc.",
  "category_count": 1,
  "invoice_number": "52403-00",
  "category_options": [
    {
      "name": "Cabinet Materials",
      "notes": "Mapped from JKath historical QuickBooks export: Building Materials:Cabinet Materials (92).",
      "expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
      "fully_qualified_name": "Building Materials:Cabinet Materials",
      "quickbooks_account_id": "105",
      "vendor_expense_category_id": "cmp1bauu0001c13pfdae2p9pm"
    }
  ],
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "category_selection": {
    "method": "single_assignable_category",
    "reason": "Vendor has exactly one assignable expense category, so the category was assigned without a Claude category-selection call.",
    "confidence": 1,
    "category_name": "Cabinet Materials",
    "expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
    "quickbooks_account_id": "105",
    "selected_expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
    "selected_expense_category_name": "Cabinet Materials"
  },
  "expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62",
  "normalized_alias_key": "industrial lumber and plywood",
  "quickbooks_vendor_id": "80",
  "default_expense_account": "Cabinet Materials",
  "missing_category_options": false
}

{
  "path": "single_category_direct",
  "message": "QuickBooks lookup completed before create-or-duplicate routing.",
  "process_key": "05-12-2026-031-INV-011",
  "vendor_name": "Industrial Lumber & Plywood, Inc.",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "invoice_number": "52403-00",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "quickbooks_vendor_id": "80",
  "quickbooks_account_id": "105",
  "existing_quickbooks_bill_id": null
}

{
  "path": "single_category_direct",
  "message": "QuickBooks Bill created from invoice import.",
  "process_key": "05-12-2026-031-INV-011",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "quickbooks_bill_id": "360",
  "quickbooks_payload": {
    "path": "single_category_direct",
    "total": "5536.54",
    "due_date": "2025-05-07",
    "doc_number": "52403-00",
    "vendor_ref": "80",
    "account_ref": "105",
    "jkath_terms": "Net 30",
    "vendor_terms": "1% 10 Net 30",
    "quickbooks_bill_id": "360"
  },
  "quickbooks_account_id": "105",
  "resolved_expense_category_id": "cat_8d2d70e75bdd439fb2060c07463e1a62"
}

{
  "path": "single_category_direct",
  "message": "Source file uploaded to QuickBooks Bill.",
  "process_key": "05-12-2026-031-INV-011",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "attachment_payload": {
    "path": "single_category_direct",
    "file_name": "",
    "attachment_id": "",
    "quickbooks_bill_id": "360"
  },
  "quickbooks_bill_id": "360"
}

{
  "path": "single_category_direct",
  "status": "CREATED_IN_QBO",
  "message": "Processed invoice file moved after QuickBooks Bill creation.",
  "outcome": "processed",
  "process_key": "05-12-2026-031-INV-011",
  "make_trace_id": "make-20260512_002952_270",
  "bill_import_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8",
  "final_file_name": "IndustrialLumber&PlywoodInc_INV-52403-00.pdf",
  "source_file_name": "Industrial Lumber Invoice_52403-00.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/gz84i4wqq33250wrdclrq/IndustrialLumber-PlywoodInc_INV-52403-00.pdf?rlkey=of9qbi5q2gq973qm4gnmu9yi4&dl=0",
  "quickbooks_bill_id": "360",
  "multi_invoice_group_id": "bill_f30363889ec84c4c9c5fe1a9f4d42fb8"
}

{
  "message": "Claimed invoice file and moved into processing.",
  "source_file_name": "Dakota cty Lumber 2504-951314.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Dakota cty Lumber 2504-951314.pdf",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Dakota cty Lumber 2504-951314.pdf"
}

{
  "total": "0",
  "message": "Claude extraction parsed and stored.",
  "due_date": "2025-05-08",
  "jkath_terms": "Net 30",
  "process_key": "05-12-2026-031-INV-012",
  "vendor_name": "Dakota County Lumber",
  "claude_model": "claude-sonnet-4-6",
  "input_tokens": "3356",
  "invoice_date": "2025-04-08",
  "vendor_terms": "Net 30",
  "make_trace_id": "make-20260512_002952_270",
  "output_tokens": "553",
  "bill_import_id": "bill_d8767b6e919d4396ac1592ff88e2fc4f",
  "invoice_number": "2504-951314",
  "vendor_due_date": null,
  "source_file_name": "Dakota cty Lumber 2504-951314.pdf",
  "claude_message_id": "msg_01ANoVV7idtQHV999xcJbg9S",
  "multi_invoice_count": 1,
  "multi_invoice_index": 1
}

{
  "path": "needs_review_non_invoice_document",
  "notes": "Invoice total, subtotal, and tax are all $0.00 — no pricing is printed on this customer copy. This appears to be a customer copy of a pick/staging order where pricing was intentionally omitted or will be billed separately. Needs human review to confirm actual amount owed. Job address: 5503 Lakeview Dr, Minneapolis MN 55424. Account 534, Job 37. Branch 1000. Buyer: Jesse Kath. The referenced order number is 2503-949234 and the SO line item is SO949234-000.",
  "total": "0",
  "status": "NEEDS_REVIEW",
  "message": "Reviewable document moved to review folder.",
  "outcome": "needs_review",
  "process_key": "05-12-2026-031-INV-012",
  "vendor_name": "Dakota County Lumber",
  "invoice_date": "2025-04-08",
  "document_type": "invoice",
  "make_trace_id": "make-20260512_002952_270",
  "review_reason": "Invoice total is exactly $0.00, so QuickBooks transaction creation is skipped until a human confirms how to handle the zero-dollar vendor document",
  "bill_import_id": "bill_d8767b6e919d4396ac1592ff88e2fc4f",
  "invoice_number": "2504-951314",
  "final_file_name": "Dakota cty Lumber 2504-951314_REVIEW.pdf",
  "final_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/05 Review/Dakota cty Lumber 2504-951314_REVIEW.pdf",
  "source_file_name": "Dakota cty Lumber 2504-951314.pdf",
  "source_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/01 Unprocessed/Dakota cty Lumber 2504-951314.pdf",
  "dropbox_shared_url": "https://www.dropbox.com/scl/fi/rcf8kehwg5luz4qdt0wjv/Dakota-cty-Lumber-2504-951314_REVIEW.pdf?rlkey=8q6nxt3rp4sabdti25bhpcodj&dl=0",
  "is_billable_invoice": "false",
  "processing_file_path": "/_01 Client Projects/Jkath/Sample Invoices/05 May Invoices/May 11-17/02 Processing/Dakota cty Lumber 2504-951314.pdf",
  "multi_invoice_group_id": "bill_d8767b6e919d4396ac1592ff88e2fc4f"
}