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UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH Confirmed

Saleem · WhatsApp Text Received 01 Oct 2026 15:22:35 Updated 15:25:24 Draft b4ac81d63fdb

Status
Confirmed
Questions
1 of 1
Lines
5
Total
AED 629.00 4 of 5 lines priced
ERPNext
—

What Saleem sent

Order · text · 2026-10-01 15:22:35

Message text

Union coop Black cumin 10kg 20 kg Almond 20/22 1 ctn Chilli long 10kg 2 kg Cocoa powder 25kg 1 bag Sunflower kernel 10kg 20 kg
What was extracted

Model: openai:gpt-5.6-luna

Customer: Union coop unresolved (confidence 0.98, ambiguous) — candidates: UNION COOPERATIVE SOCIETY - AL QUOZ (100), UNION COOPERATIVE SOCIETY - NAD AL HAMAR (100), UNION COOPERATIVE SOCIETY - UMM AL QUWAIN (100)

#Read asEnglishQtyQuotedReader conf. Matched itemItem conf.StatusCandidatesNote
1 Black cumin 10kg — 20 kg — 0.98 SHCU0001 BLACK CUMIN 10KG 1.00 clear BLACK CUMIN 10KG (100), RAISIN BLACK (70), RAISIN BLACK JUMBO (69) exact master match, no model call
2 Almond 20/22 — 1 ctn — 0.99 NUAL0204 ALMOND 20/22 1.00 clear ALMOND 20/22 IND 22.68KG CAMPOS (100), ALMOND 20/22 IND 22.68KG TP (100), ALMOND 20/22 IND 22.68KG (100) exact master match, no model call
3 Chilli long 10kg — 2 kg — 0.98 SHCH0007 CHILLI LONG 10KG 1.00 clear CHILLI LONG 10KG (100), CHILLI LONG (RM-KFI) (100), CHILLI LONG CLEANED (100) exact master match, no model call
4 Cocoa powder 25kg — 1 bag — 0.99 CNOT0031 COCOA POWDER 25KG 1.00 clear COCOA POWDER 25KG (100), TEA POWDER (75), ONION POWDER (75) exact master match, no model call
5 Sunflower kernel 10kg — 20 kg — 0.98 NUSD0020 SUNFLOWER KERNEL 10KG 1.00 clear SUNFLOWER KERNEL 10KG (100), SUNFLOWER KERNEL 20KG (100), SUNFLOWER KERNEL 25KG (100) exact master match, no model call
Raw JSON
{
  "message_id": "c11649ba37764e09bd83128659ed6653",
  "customer_code": "unresolved",
  "customer_name": "Union coop",
  "customer_confidence": 0.98,
  "customer_candidates": [
    {
      "code": "KR00014",
      "name": "UNION COOPERATIVE SOCIETY - AL QUOZ",
      "score": 100.0
    },
    {
      "code": "KR00015",
      "name": "UNION COOPERATIVE SOCIETY - NAD AL HAMAR",
      "score": 100.0
    },
    {
      "code": "KR00016",
      "name": "UNION COOPERATIVE SOCIETY - UMM AL QUWAIN",
      "score": 100.0
    },
    {
      "code": "KR00021",
      "name": "UNION COOPERATIVE SOCIETY - NAD AL SHEBA",
      "score": 100.0
    },
    {
      "code": "KR00023",
      "name": "UNION COOPERATIVE SOCIETY - AL KHAWANEEJ",
      "score": 100.0
    },
    {
      "code": "KR00027",
      "name": "UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH",
      "score": 100.0
    },
    {
      "code": "BM01292",
      "name": "AL AIN COOPERATIVE SOCIETY",
      "score": 78.57142857142857
    },
    {
      "code": "BM03129",
      "name": "CREATIVE GENERAL TRADING L.L.C",
      "score": 56.0
    }
  ],
  "lines": [
    {
      "raw": {
        "item_text": "Black cumin 10kg",
        "item_span": {
          "start": 11,
          "end": 27,
          "text": "Black cumin 10kg"
        },
        "quantity": 20.0,
        "quantity_span": {
          "start": 28,
          "end": 30,
          "text": "20"
        },
        "unit": "kg",
        "unit_span": {
          "start": 31,
          "end": 33,
          "text": "kg"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.98,
        "note": null
      },
      "item_code": "SHCU0001",
      "item_name": "BLACK CUMIN  10KG",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "SHCU0001",
          "name": "BLACK CUMIN  10KG",
          "score": 100.0
        },
        {
          "code": "DFRA0042",
          "name": "RAISIN BLACK",
          "score": 69.56521739130434
        },
        {
          "code": "DFRA0043",
          "name": "RAISIN BLACK JUMBO",
          "score": 68.9655172413793
        },
        {
          "code": "PUBN0050",
          "name": "BLACK BEAN 15KG",
          "score": 66.66666666666666
        },
        {
          "code": "SHCU0012",
          "name": "CUMIN SEED",
          "score": 66.66666666666666
        },
        {
          "code": "SHCD0032",
          "name": "CARDAMOM BLACK",
          "score": 64.0
        },
        {
          "code": "CNCH0124",
          "name": "CHOCOLATE DAIRY MILK BLACK FOREST 160GM",
          "score": 62.5
        },
        {
          "code": "DADR0001",
          "name": "DRY DATES BLACK 10KG PAKISTAN",
          "score": 62.5
        },
        {
          "code": "DADR0002",
          "name": "DRY DATES BLACK JUMBO 10KG PAKISTAN",
          "score": 62.5
        },
        {
          "code": "DADR0005",
          "name": "DRY DATES BLACK",
          "score": 62.5
        },
        {
          "code": "DADR0008",
          "name": "DRY DATES BLACK JUMBO",
          "score": 62.5
        },
        {
          "code": "DFMB0001",
          "name": "MULBERRY DRIED BLACK 10KG",
          "score": 62.5
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "ok",
      "rate": 12.5,
      "rate_uom": "kg",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 1.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "Almond 20/22",
        "item_span": {
          "start": 34,
          "end": 46,
          "text": "Almond 20/22"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 47,
          "end": 48,
          "text": "1"
        },
        "unit": "ctn",
        "unit_span": {
          "start": 49,
          "end": 52,
          "text": "ctn"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.99,
        "note": null
      },
      "item_code": "NUAL0204",
      "item_name": "ALMOND 20/22",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "NUAL0042",
          "name": "ALMOND 20/22 IND 22.68KG CAMPOS",
          "score": 100.0
        },
        {
          "code": "NUAL0043",
          "name": "ALMOND 20/22 IND 22.68KG TP",
          "score": 100.0
        },
        {
          "code": "NUAL0044",
          "name": "ALMOND 20/22 IND 22.68KG",
          "score": 100.0
        },
        {
          "code": "NUAL0047",
          "name": "ALMOND 20/22 NPX 22.68KG CAMPOS",
          "score": 100.0
        },
        {
          "code": "NUAL0048",
          "name": "ALMOND 20/22 NPX 22.68KG TP",
          "score": 100.0
        },
        {
          "code": "NUAL0049",
          "name": "ALMOND 20/22 NPX 22.68KG",
          "score": 100.0
        },
        {
          "code": "NUAL0189",
          "name": "ALMOND 20/22 NPX 22.68KG AUSTRALIA",
          "score": 100.0
        },
        {
          "code": "NUAL0204",
          "name": "ALMOND 20/22",
          "score": 100.0
        },
        {
          "code": "NUAL0190",
          "name": "ALMOND 18/20 1KG",
          "score": 75.0
        },
        {
          "code": "OTHR0001",
          "name": "OIL ALMOND",
          "score": 75.0
        },
        {
          "code": "NUAL0109",
          "name": "ALMOND 30/32 NPX 22.68KG",
          "score": 71.42857142857143
        },
        {
          "code": "NUAL0145",
          "name": "ALMOND 23/25 IND 22.68KG",
          "score": 71.42857142857143
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 1.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "Chilli long 10kg",
        "item_span": {
          "start": 53,
          "end": 69,
          "text": "Chilli long 10kg"
        },
        "quantity": 2.0,
        "quantity_span": {
          "start": 70,
          "end": 71,
          "text": "2"
        },
        "unit": "kg",
        "unit_span": {
          "start": 72,
          "end": 74,
          "text": "kg"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.98,
        "note": null
      },
      "item_code": "SHCH0007",
      "item_name": "CHILLI LONG 10KG",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "SHCH0007",
          "name": "CHILLI LONG 10KG",
          "score": 100.0
        },
        {
          "code": "SHCH0008",
          "name": "CHILLI LONG (RM-KFI)",
          "score": 100.0
        },
        {
          "code": "SHCH0009",
          "name": "CHILLI LONG CLEANED",
          "score": 100.0
        },
        {
          "code": "SHCH0024",
          "name": "CHILLI LONG",
          "score": 100.0
        },
        {
          "code": "SHCH0031",
          "name": "CHILLI LONG 1X2.5KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "SHCH0037",
          "name": "CHILLI LONG 10X1KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "SHCH0027",
          "name": "CHILLI ROUND",
          "score": 78.26086956521739
        },
        {
          "code": "INOT0018",
          "name": "FLAVOR CHILLI",
          "score": 75.0
        },
        {
          "code": "NUAL0066",
          "name": "ALMOND JUMBO CHILLI 10KG",
          "score": 70.58823529411765
        },
        {
          "code": "NUAL0067",
          "name": "ALMOND JUMBO CHILLI 2X5KG WARMLEYS",
          "score": 70.58823529411765
        },
        {
          "code": "NUAL0068",
          "name": "ALMOND JUMBO CHILLI 10X1KG WARMLEYS",
          "score": 70.58823529411765
        },
        {
          "code": "NUAL0099",
          "name": "ALMOND MEDIUM CHILLI 10KG",
          "score": 70.58823529411765
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "ok",
      "rate": 9.5,
      "rate_uom": "kg",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 1.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "Cocoa powder 25kg",
        "item_span": {
          "start": 75,
          "end": 92,
          "text": "Cocoa powder 25kg"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 93,
          "end": 94,
          "text": "1"
        },
        "unit": "bag",
        "unit_span": {
          "start": 95,
          "end": 98,
          "text": "bag"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.99,
        "note": null
      },
      "item_code": "CNOT0031",
      "item_name": "COCOA POWDER 25KG",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "CNOT0031",
          "name": "COCOA POWDER 25KG",
          "score": 100.0
        },
        {
          "code": "BVTE0016",
          "name": "TEA POWDER",
          "score": 75.0
        },
        {
          "code": "SHON0005",
          "name": "ONION POWDER",
          "score": 75.0
        },
        {
          "code": "SHCL0007",
          "name": "CLOVES POWDER",
          "score": 72.0
        },
        {
          "code": "SHCO0011",
          "name": "CORIANDER POWDER",
          "score": 71.42857142857143
        },
        {
          "code": "PURI0033",
          "name": "RICE POWDER",
          "score": 70.58823529411765
        },
        {
          "code": "SHOT0021",
          "name": "DILL POWDER 10KG",
          "score": 70.58823529411765
        },
        {
          "code": "SHOT0025",
          "name": "MINT POWDER 10KG",
          "score": 70.58823529411765
        },
        {
          "code": "DFCC0004",
          "name": "COCONUT POWDER DESSICATED 24KG",
          "score": 66.66666666666666
        },
        {
          "code": "DFCC0005",
          "name": "COCONUT POWDER DESSICATED (RM-KFI)",
          "score": 66.66666666666666
        },
        {
          "code": "DFCC0007",
          "name": "COCONUT POWDER DESSICATED 2X3KG WARMLEYS",
          "score": 66.66666666666666
        },
        {
          "code": "DFCC0009",
          "name": "COCONUT POWDER DESSICATED",
          "score": 66.66666666666666
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "ok",
      "rate": 220.00000000000003,
      "rate_uom": "bag",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 25.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "Sunflower kernel 10kg",
        "item_span": {
          "start": 99,
          "end": 120,
          "text": "Sunflower kernel 10kg"
        },
        "quantity": 20.0,
        "quantity_span": {
          "start": 121,
          "end": 123,
          "text": "20"
        },
        "unit": "kg",
        "unit_span": {
          "start": 124,
          "end": 126,
          "text": "kg"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.98,
        "note": null
      },
      "item_code": "NUSD0020",
      "item_name": "SUNFLOWER KERNEL 10KG",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "NUSD0020",
          "name": "SUNFLOWER KERNEL 10KG",
          "score": 100.0
        },
        {
          "code": "NUSD0021",
          "name": "SUNFLOWER KERNEL 20KG",
          "score": 100.0
        },
        {
          "code": "NUSD0022",
          "name": "SUNFLOWER KERNEL 25KG",
          "score": 100.0
        },
        {
          "code": "NUSD0023",
          "name": "SUNFLOWER KERNEL CLEANED",
          "score": 100.0
        },
        {
          "code": "NUSD0024",
          "name": "SUNFLOWER KERNEL 5KG PLAIN",
          "score": 100.0
        },
        {
          "code": "NUSD0025",
          "name": "SUNFLOWER KERNEL 2X3KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "NUSD0026",
          "name": "SUNFLOWER KERNEL 10X1KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "NUSD0053",
          "name": "SUNFLOWER KERNEL",
          "score": 100.0
        },
        {
          "code": "NUSD0063",
          "name": "SUNFLOWER KERNEL (RM-KFI)",
          "score": 100.0
        },
        {
          "code": "INOT0033",
          "name": "OIL SUNFLOWER",
          "score": 81.81818181818181
        },
        {
          "code": "NUSD0034",
          "name": "SUNFLOWER SEED 3KG",
          "score": 80.0
        },
        {
          "code": "NUSD0027",
          "name": "SUNFLOWER SEED 230/240 CHINA 20KG",
          "score": 72.0
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "ok",
      "rate": 7.0,
      "rate_uom": "kg",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 1.0,
      "price_as_of": null
    }
  ],
  "remarks": [],
  "model": "openai:gpt-5.6-luna",
  "customer_match_status": "ambiguous",
  "transcript_confidence": null,
  "source_text": null,
  "masters_warning": null,
  "price_warning": null
}
Usage
{
  "input_tokens": 1698,
  "output_tokens": 999,
  "reasoning_tokens": 455,
  "stages": {
    "segment": {
      "seconds": 12.326079607009888,
      "calls": 1,
      "input_tokens": 1056,
      "output_tokens": 905,
      "reasoning_tokens": 414
    },
    "pick": {
      "seconds": 2.444725513458252,
      "calls": 1,
      "input_tokens": 642,
      "output_tokens": 94,
      "reasoning_tokens": 41
    }
  }
}

Customer Matched

Matched automatically, no question needed
  1. a) UNION COOPERATIVE SOCIETY - AL QUOZ (KR00014)
  2. b) UNION COOPERATIVE SOCIETY - NAD AL HAMAR (KR00015)
  3. c) UNION COOPERATIVE SOCIETY - UMM AL QUWAIN (KR00016)
  4. d) UNION COOPERATIVE SOCIETY - NAD AL SHEBA (KR00021)
  5. e) UNION COOPERATIVE SOCIETY - AL KHAWANEEJ (KR00023)
  6. f) UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH (KR00027) (chosen) 100% match
  7. g) AL AIN COOPERATIVE SOCIETY (BM01292)
  8. h) CREATIVE GENERAL TRADING L.L.C (BM03129)

Lines

5 lines
#As writtenMatched item QtyUnitRate AmountPrice status
1 Black cumin 10kg SHCU0001BLACK CUMIN 10KG 20 kg 12.50 250.00 Priced
2 Almond 20/22 NUAL0204ALMOND 20/22 1 ctn — — No price
3 Chilli long 10kg SHCH0007CHILLI LONG 10KG 2 kg 9.50 19.00 Priced
4 Cocoa powder 25kg CNOT0031COCOA POWDER 25KG 1 bag 220.00 220.00 Priced
5 Sunflower kernel 10kg NUSD0020SUNFLOWER KERNEL 10KG 20 kg 7.00 140.00 Priced
Total629.00

Corrections

1 change, oldest first
  1. Customer

    Union coop changed to UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH · picked from the options

Confirmed sales order

Confirmed
01 Oct 15:25:24
Customer
UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH KR00027
Order id
c52118afaa51
Total
629.00 · 5 lines
Sales order JSON
{
  "order_id": "c52118afaa51",
  "message_id": "c11649ba37764e09bd83128659ed6653",
  "customer_code": "KR00027",
  "customer_name": "UNION COOPERATIVE SOCIETY - MANKHOOL BRANCH",
  "lines": [
    {
      "item_code": "SHCU0001",
      "item_name": "BLACK CUMIN  10KG",
      "quantity": 20.0,
      "unit": "kg",
      "rate": 12.5,
      "currency": null,
      "amount": 250.0,
      "conversion_factor": 1.0
    },
    {
      "item_code": "NUAL0204",
      "item_name": "ALMOND 20/22",
      "quantity": 1.0,
      "unit": "ctn",
      "rate": null,
      "currency": null,
      "amount": null,
      "conversion_factor": 1.0
    },
    {
      "item_code": "SHCH0007",
      "item_name": "CHILLI LONG 10KG",
      "quantity": 2.0,
      "unit": "kg",
      "rate": 9.5,
      "currency": null,
      "amount": 19.0,
      "conversion_factor": 1.0
    },
    {
      "item_code": "CNOT0031",
      "item_name": "COCOA POWDER 25KG",
      "quantity": 1.0,
      "unit": "bag",
      "rate": 220.00000000000003,
      "currency": null,
      "amount": 220.00000000000003,
      "conversion_factor": 25.0
    },
    {
      "item_code": "NUSD0020",
      "item_name": "SUNFLOWER KERNEL 10KG",
      "quantity": 20.0,
      "unit": "kg",
      "rate": 7.0,
      "currency": null,
      "amount": 140.0,
      "conversion_factor": 1.0
    }
  ],
  "remarks": [],
  "currency": null,
  "total": 629.0,
  "created_at": "2026-10-01T15:25:24.685181",
  "source_input_type": "text",
  "provider": "openai:gpt-5.6-luna",
  "price_list_source": "/app/sample-data/price_list.xlsx",
  "missing_prices": [
    "ALMOND 20/22"
  ],
  "masters_stale": false,
  "prices_stale": false
}

ERPNext

Push status
—
Draft SO
—

Older drafts for this chat

TimeStatusCustomerLines
01 Oct 15:42 Questions open SANDS GENERAL TRADING LLC 8
01 Oct 15:28 Confirmed SAVORY MILL FOR SPICES AND GRAINS - L.L.C 3
01 Oct 15:26 Failed — 0
22 Sep 11:17 Confirmed UNION COOPERATIVE SOCIETY - UMM AL QUWAIN 5
22 Sep 08:32 Awaiting confirmation UNION COOPERATIVE SOCIETY - NAD AL HAMAR 5
22 Sep 08:25 Confirmed HI LITE SUPER MARKET 5
22 Sep 08:22 Discarded — 0