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Sahil

WhatsApp Last activity 04 Oct 14:32 5 drafts

  • 2 questions open
  • 2 failed
  • 1 confirmed
Questions open SANDS PLUS FOODSTUFF TRADING LLC 8 lines · AED 1,044.00 · 2 of 17 answered Open order

Still open

  • Line 2 — Which item is this?
  • Line 2 — What unit? (e.g. bags, cartons, kg)
  • Line 2 — Is that right?
  • Line 3 — Which item is this?
  • Line 3 — What unit? (e.g. bags, cartons, kg)
  • Line 4 — Which item is this?
  • Line 4 — What unit? (e.g. bags, cartons, kg)
  • Line 4 — Is that right?
  • Line 5 — Is that right?
  • Line 6 — Which item is this?
  • Line 6 — Is that right?
  • Line 7 — Which item is this?
  • Line 7 — Is that right?
  • Line 8 — Which item is this?
  • Line 8 — Is that right?

Customer

  1. a) SANDS MILL (BM00764)
  2. b) A K J PLUS GENERAL TRADING L L C (BM00809)
  3. c) LUCKY SUN GENERAL TRADING LLC (BM01615)
  4. d) AL SENAAN GENERAL TRADING LLC (BM01795)
  5. e) PLUS POINT GROCERY (BM00364)
  6. f) REGAL PLUS CATERING SERVICES L.L.C (BM00372)
  7. g) MASTER PLUS FOODSTUFF TRADING LLC (BM00395)
  8. h) SANDS PLUS FOODSTUFF TRADING LLC (BM00556) 60% match

Lines

#As writtenMatched item QtyUnitRate AmountPrice status
1 പിസ്ത സീഡ്
pistachio seed
NUPI0195PISTA 11.34KG 1 kg — — No price
2 തൂത്ത് മലങ്ക
thooth malanka
Not matched yet 1 — — — No price
OpenWhich item is this?
  1. a) HERBS GALANGAL ROOTS 25KG (SHOT0020)
  2. b) BATOOK BANANA (CNOT0015)
  3. c) TANDOORI MASALA 10KG (SHMI0083)
  4. d) TOOR DAL 15KG (PUDA0032)
  5. e) TANDOORI MASALA (SHMI0111)
  6. f) TOOR DAL (PUDA0059)
  7. g) TANDOORI MASALA (RM-KFI) (SHMI0084)
  8. h) TOOR DAL (RM-KFI) (PUDA0033)
  9. i) TOOR DAL CLEANED (PUDA0034)
  10. j) None of these
OpenWhat unit? (e.g. bags, cartons, kg)
OpenIs that right?
  1. a) Yes
  2. b) No
3 ബ്ലാക്ക് ഏലക്ക
black cardamom
SHCD0032CARDAMOM BLACK 1 — — — No price
OpenWhich item is this?
  1. a) CARDAMOM BLACK (SHCD0032)
  2. b) CARDAMOM BLACK 5KG (SHCD0026)
  3. c) CARDAMOM BLACK 10KG (SHCD0027)
  4. d) CARDAMOM BLACK 50KG (SHCD0057)
  5. e) CARDAMOM BLACK 10X1KG WARMLEYS (SHCD0030)
  6. f) CARDAMOM BLACK 2X3KG WARMLEYS (SHCD0031)
  7. g) CARDAMOM BLACK (RM-KFI) (SHCD0028)
  8. h) CARDAMOM BLACK CLEANED (SHCD0029)
  9. i) BATOOK CARDAMOM (CNOT0047)
  10. j) None of these
OpenWhat unit? (e.g. bags, cartons, kg)
4 കിസ്മിസ് ഗോൾഡൻ
golden raisins
DFRA0047RAISIN GOLDEN MEDIUM 1 — — — No price
OpenWhich item is this?
  1. a) RAISIN GOLDEN MEDIUM (DFRA0047)
  2. b) RAISIN GOLDEN 10KG KASHMIR (DFRA0025)
  3. c) RAISIN GOLDEN MEDIUM 10KG (DFRA0026)
  4. d) RAISIN GOLDEN JUMBO (DFRA0046)
  5. e) RAISINS GOLDEN JUMBO 5KG UZB (DFRA0061)
  6. f) RAISIN GOLDEN JUMBO 10X1KG WARMLEYS (DFRA0022)
  7. g) RAISIN GOLDEN JUMBO 2X5KG WARMLEYS (DFRA0023)
  8. h) RAISIN GOLDEN MEDIUM 10X1KG WARMLEYS (DFRA0029)
  9. i) RAISIN GOLDEN MEDIUM 2X5KG WARMLEYS (DFRA0030)
  10. j) None of these
OpenWhat unit? (e.g. bags, cartons, kg)
OpenIs that right?
  1. a) Yes
  2. b) No
5 ജാഗിരി പൗഡർ
jaggery powder
JAGR0010JAGGERY POWDER 10X1KG 2 ctn 50.00 100.00 Priced
OpenIs that right?
  1. a) Yes
  2. b) No
6 ജാഗിരി അരക്കിലോയുടെ വൈറ്റ്
500g white jaggery
JAGR0009JAGGERY NATURAL 20X500G 2 ctn 430.00 860.00 Priced
OpenWhich item is this?
  1. a) JAGGERY NATURAL 20X500G (JAGR0009)
  2. b) JAGGERY 10X1KG (JAGR0011)
  3. c) JAGGERY CUBE 20X500G (JAGR0003)
  4. d) JAGGERY KOLHAPURI 20X500G (JAGR0006)
  5. e) JAGGERY KOLHAPURI NATURAL 20X500G (JAGR0004)
  6. f) DATES ALGERIA 12X500GM (DADA0099)
  7. g) JAGGERY BUNDLE 10KG (JAGR0002)
  8. h) JAGGERY POWDER 10X1KG (JAGR0010)
  9. i) WHITE BEAN 15KG (PUBN0031)
  10. j) None of these
OpenIs that right?
  1. a) Yes
  2. b) No
7 ജാഗിരി ബ്ലാക്ക്
black jaggery
JAGR0011JAGGERY 10X1KG 2 ctn 42.00 84.00 Priced
OpenWhich item is this?
  1. a) JAGGERY 10X1KG (JAGR0011)
  2. b) JAGGERY BUNDLE 10KG (JAGR0002)
  3. c) DRY DATES BLACK (DADR0005)
  4. d) JAGGERY KOLHAPURI 10X1KG (JAGR0005)
  5. e) JAGGERY NATURAL 10X1KG (JAGR0008)
  6. f) JAGGERY POWDER 10X1KG (JAGR0010)
  7. g) JAGGERY BUNDLE NATURAL 10KG (JAGR0001)
  8. h) JAGGERY CUBE 20X500G (JAGR0003)
  9. i) JAGGERY KOLHAPURI 20X500G (JAGR0006)
  10. j) None of these
OpenIs that right?
  1. a) Yes
  2. b) No
8 ലോങ്ങ് ചില്ലി
long chilli
SHCH0024CHILLI LONG 25 bag — — No price
OpenWhich item is this?
  1. a) CHILLI LONG (SHCH0024)
  2. b) CHILLI LONG 10KG (SHCH0007)
  3. c) CHILLI LONG 1X2.5KG WARMLEYS (SHCH0031)
  4. d) CHILLI LONG 10X1KG WARMLEYS (SHCH0037)
  5. e) CHILLI LONG (RM-KFI) (SHCH0008)
  6. f) CHILLI LONG CLEANED (SHCH0009)
  7. g) CHILLI ROUND 15KG (SHCH0017)
  8. h) CHILLI ROUND (SHCH0027)
  9. i) CHILLI ROUND (RM-KFI) (SHCH0018)
  10. j) None of these
OpenIs that right?
  1. a) Yes
  2. b) No
Total1,044.00

What Sahil sent

Order · voice · 2026-10-04 14:16:31

00000021-AUDIO-2025-05-13-09-06-34.mp3697.5 KB

Transcript (ml-IN, sarvam:saaras:v4 via split, 3 chunks) · ml

അസ്സലാമു അലൈക്കും. സാൻസ് പ്ലസിൽ ഒരു പിസ്ത സീഡ് നല്ലത് ട്ടോ. പിന്നെ ഒരു തൂത്ത് മലങ്ക. പിന്നെ സാൻസ് ജനറൽ ട്രേഡിങ്ങിൽ ഒരു ബ്ലാക്ക് ഏലക്ക എടുത്തോ. പിന്നെ മില്ലിൽക്ക് കിസ്മിസ് ഗോൾഡൻ ഒന്ന്. ജാഗിരി പൗഡർ രണ്ട് കാർട്ടൂൺ. ജാഗിരി അരക്കിലോയുടെ വൈറ്റ് രണ്ട് കാർട്ടൂൺ. ജാഗിരി ബ്ലാക്ക് രണ്ട് കാർട്ടൂൺ. ഓക്കെ, പിന്നെ ഒരു 25 ബാഗ് ന്യൂ സാൻസ് മില്ലിൽ ഡെലിവറി വിട്ടാളാം ലോങ്ങ് ചില്ലി. ഓക്കെ മറക്കണ്ട കേട്ടോ.

English translation

Peace be upon you. In Sans Plus, take one good pistachio seed. Then one thooth malanka. Then in Sans General Trading, take one black cardamom. Then one golden kishmis at Millilk. Two cartons of jaggery powder. Two cartons of white jaggery in 500g size. Two cartons of black jaggery. Okay, then deliver 25 bags of long chilli to New Sans Mill. Okay, don't forget, understood?.
What was extracted

Model: openai:gpt-5.6-luna

Customer: SANDS PLUS FOODSTUFF TRADING LLC BM00556 (confidence 1.00, clear) — candidates: SANDS MILL (62), A K J PLUS GENERAL TRADING L L C (62), LUCKY SUN GENERAL TRADING LLC (62)

#Read asEnglishQtyQuotedReader conf. Matched itemItem conf.StatusCandidatesNote
1 pista seed (“പിസ്ത സീഡ്”) pistachio seed 1 — 0.88 NUPI0195 PISTA 11.34KG 0.58 ambiguous PISTA SLIVERED 5KG (83), PISTA SLIVERED 10KG (83), PISTA SLIVERED (83) nallath tto
2 thooth malanka (“തൂത്ത് മലങ്ക”) — 1 — 0.42 Not matched 0.05 ambiguous HERBS GALANGAL ROOTS 25KG (62), BATOOK BANANA (59), TANDOORI MASALA 10KG (55) No candidate clearly matches the term 'thooth malanka'.
3 black elakka (“ബ്ലാക്ക് ഏലക്ക”) black cardamom 1 — 0.90 SHCD0032 CARDAMOM BLACK 0.98 ambiguous CARDAMOM BLACK 5KG (100), CARDAMOM BLACK 10KG (100), CARDAMOM BLACK (100) edutho
4 kishmis golden (“കിസ്മിസ് ഗോൾഡൻ”) golden raisins 1 — 0.50 DFRA0047 RAISIN GOLDEN MEDIUM 0.78 ambiguous RAISIN GOLDEN 10KG KASHMIR (100), RAISIN GOLDEN MEDIUM 10KG (100), RAISIN GOLDEN JUMBO (100) Kishmis means raisins, and golden specifies the raisin color; size is unspecified.
5 jaggery powder (“ജാഗിരി പൗഡർ”) — 2 ctn — 0.50 JAGR0010 JAGGERY POWDER 10X1KG 1.00 clear JAGGERY POWDER 10X1KG (100), GINGER POWDER 20KG (81), GINGER POWDER (81) exact master match, no model call
6 jaggery 500g white (“ജാഗിരി അരക്കിലോയുടെ വൈറ്റ്”) 500g white jaggery 2 ctn — 0.50 JAGR0009 JAGGERY NATURAL 20X500G 0.72 ambiguous JAGGERY 10X1KG (80), JAGGERY CUBE 20X500G (80), JAGGERY KOLHAPURI 20X500G (76) Natural jaggery in 500g units is the closest candidate to white jaggery.
7 jaggery black (“ജാഗിരി ബ്ലാക്ക്”) black jaggery 2 ctn — 0.50 JAGR0011 JAGGERY 10X1KG 0.50 ambiguous JAGGERY 10X1KG (80), JAGGERY BUNDLE 10KG (74), DRY DATES BLACK (74) Generic jaggery is the closest match, though the requested black attribute is absent.
8 long chilli (“ലോങ്ങ് ചില്ലി”) — 25 bag — 0.50 SHCH0024 CHILLI LONG 0.90 ambiguous CHILLI LONG 10KG (100), CHILLI LONG (100), CHILLI LONG 1X2.5KG WARMLEYS (100) Delivery to New Sans Mill

Remarks: Assalamu alaikum.; Oke, pinne ... delivery vittalam ...; Oke marakkanda kettō.

Raw JSON
{
  "message_id": "786d3a0dacc042d19df19bb14219f23d",
  "customer_code": "BM00556",
  "customer_name": "SANDS PLUS FOODSTUFF TRADING LLC",
  "customer_confidence": 1.0,
  "customer_candidates": [
    {
      "code": "BM00764",
      "name": "SANDS MILL",
      "score": 62.5
    },
    {
      "code": "BM00809",
      "name": "A K J PLUS GENERAL TRADING L L C",
      "score": 62.5
    },
    {
      "code": "BM01615",
      "name": "LUCKY SUN GENERAL TRADING LLC",
      "score": 62.5
    },
    {
      "code": "BM01795",
      "name": "AL SENAAN GENERAL TRADING LLC",
      "score": 62.5
    },
    {
      "code": "BM00364",
      "name": "PLUS POINT GROCERY",
      "score": 60.0
    },
    {
      "code": "BM00372",
      "name": "REGAL PLUS CATERING SERVICES L.L.C",
      "score": 60.0
    },
    {
      "code": "BM00395",
      "name": "MASTER PLUS FOODSTUFF TRADING LLC",
      "score": 60.0
    },
    {
      "code": "BM00556",
      "name": "SANDS PLUS FOODSTUFF TRADING LLC",
      "score": 60.0
    }
  ],
  "lines": [
    {
      "raw": {
        "item_text": "pista seed",
        "item_span": {
          "start": 36,
          "end": 46,
          "text": "പിസ്ത സീഡ്"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 67,
          "end": 70,
          "text": "ഒരു"
        },
        "unit": null,
        "unit_span": null,
        "price": null,
        "price_span": null,
        "confidence": 0.88,
        "note": "nallath tto",
        "english_name": "pistachio seed"
      },
      "item_code": "NUPI0195",
      "item_name": "PISTA 11.34KG",
      "item_confidence": 0.58,
      "candidates": [
        {
          "code": "NUPI0067",
          "name": "PISTA SLIVERED 5KG",
          "score": 83.33333333333333
        },
        {
          "code": "NUPI0068",
          "name": "PISTA SLIVERED 10KG",
          "score": 83.33333333333333
        },
        {
          "code": "NUPI0132",
          "name": "PISTA SLIVERED",
          "score": 83.33333333333333
        },
        {
          "code": "NUPI0069",
          "name": "PISTA SLIVERED (RM-KFI)",
          "score": 80.33333333333333
        },
        {
          "code": "NUPI0070",
          "name": "PISTA SLIVERED CLEANED",
          "score": 80.33333333333333
        },
        {
          "code": "NUPI0195",
          "name": "PISTA 11.34KG",
          "score": 80.0
        },
        {
          "code": "PUSD0001",
          "name": "CHIA SEED 25KG",
          "score": 73.6842105263158
        },
        {
          "code": "PUSD0002",
          "name": "CHIA SEED 15KG",
          "score": 73.6842105263158
        },
        {
          "code": "PUSD0003",
          "name": "CHIA SEED 10KG",
          "score": 73.6842105263158
        },
        {
          "code": "PUSD0028",
          "name": "SAGO SEED 15KG",
          "score": 73.6842105263158
        },
        {
          "code": "PUSD0032",
          "name": "CHIA SEED",
          "score": 73.6842105263158
        },
        {
          "code": "PUSD0037",
          "name": "SAGO SEED",
          "score": 73.6842105263158
        }
      ],
      "rationale": "Pista is identified, but seed form and pack size are unspecified.",
      "match_status": "ambiguous",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": null,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "thooth malanka",
        "item_span": {
          "start": 71,
          "end": 83,
          "text": "തൂത്ത് മലങ്ക"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 115,
          "end": 118,
          "text": "ഒരു"
        },
        "unit": null,
        "unit_span": null,
        "price": null,
        "price_span": null,
        "confidence": 0.42,
        "note": null,
        "english_name": null
      },
      "item_code": "unresolved",
      "item_name": null,
      "item_confidence": 0.05,
      "candidates": [
        {
          "code": "SHOT0020",
          "name": "HERBS GALANGAL ROOTS 25KG",
          "score": 62.5
        },
        {
          "code": "CNOT0015",
          "name": "BATOOK BANANA",
          "score": 59.25925925925926
        },
        {
          "code": "SHMI0083",
          "name": "TANDOORI MASALA 10KG",
          "score": 55.172413793103445
        },
        {
          "code": "PUDA0032",
          "name": "TOOR DAL 15KG",
          "score": 54.54545454545455
        },
        {
          "code": "SHMI0111",
          "name": "TANDOORI MASALA",
          "score": 55.172413793103445
        },
        {
          "code": "PUDA0059",
          "name": "TOOR DAL",
          "score": 54.54545454545455
        },
        {
          "code": "SHMI0084",
          "name": "TANDOORI MASALA (RM-KFI)",
          "score": 52.172413793103445
        },
        {
          "code": "PUDA0033",
          "name": "TOOR DAL (RM-KFI)",
          "score": 51.54545454545455
        },
        {
          "code": "PUDA0034",
          "name": "TOOR DAL CLEANED",
          "score": 51.54545454545455
        },
        {
          "code": "SWOT0001",
          "name": "MALBAN",
          "score": 50.0
        },
        {
          "code": "CNCH0003",
          "name": "CHOCOLATE BEANS 10KG",
          "score": 50.0
        },
        {
          "code": "CNCH0007",
          "name": "CHOCOLATE BEANS",
          "score": 50.0
        }
      ],
      "rationale": "No candidate clearly matches the term 'thooth malanka'.",
      "match_status": "ambiguous",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": null,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "black elakka",
        "item_span": {
          "start": 119,
          "end": 133,
          "text": "ബ്ലാക്ക് ഏലക്ക"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 301,
          "end": 304,
          "text": "ഒരു"
        },
        "unit": null,
        "unit_span": null,
        "price": null,
        "price_span": null,
        "confidence": 0.9,
        "note": "edutho",
        "english_name": "black cardamom"
      },
      "item_code": "SHCD0032",
      "item_name": "CARDAMOM BLACK",
      "item_confidence": 0.98,
      "candidates": [
        {
          "code": "SHCD0026",
          "name": "CARDAMOM BLACK 5KG",
          "score": 100.0
        },
        {
          "code": "SHCD0027",
          "name": "CARDAMOM BLACK 10KG",
          "score": 100.0
        },
        {
          "code": "SHCD0032",
          "name": "CARDAMOM BLACK",
          "score": 100.0
        },
        {
          "code": "SHCD0057",
          "name": "CARDAMOM BLACK 50KG",
          "score": 100.0
        },
        {
          "code": "SHCD0030",
          "name": "CARDAMOM BLACK 10X1KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "SHCD0031",
          "name": "CARDAMOM BLACK 2X3KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "SHCD0028",
          "name": "CARDAMOM BLACK (RM-KFI)",
          "score": 97.0
        },
        {
          "code": "SHCD0029",
          "name": "CARDAMOM BLACK CLEANED",
          "score": 97.0
        },
        {
          "code": "CNOT0047",
          "name": "BATOOK CARDAMOM",
          "score": 82.75862068965517
        },
        {
          "code": "PUBN0050",
          "name": "BLACK BEAN 15KG",
          "score": 72.72727272727272
        },
        {
          "code": "SHCD0017",
          "name": "CARDAMOM MEDIUM",
          "score": 72.72727272727272
        },
        {
          "code": "SHCU0001",
          "name": "BLACK CUMIN  10KG",
          "score": 62.5
        }
      ],
      "rationale": "Black elakka is the common name for black cardamom.",
      "match_status": "ambiguous",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": null,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "kishmis golden",
        "item_span": {
          "start": 0,
          "end": 0,
          "text": "കിസ്മിസ് ഗോൾഡൻ"
        },
        "quantity": 1.0,
        "quantity_span": {
          "start": 0,
          "end": 0,
          "text": "ഒന്ന്"
        },
        "unit": null,
        "unit_span": null,
        "price": null,
        "price_span": null,
        "confidence": 0.5,
        "note": null,
        "english_name": "golden raisins"
      },
      "item_code": "DFRA0047",
      "item_name": "RAISIN GOLDEN MEDIUM",
      "item_confidence": 0.78,
      "candidates": [
        {
          "code": "DFRA0025",
          "name": "RAISIN GOLDEN 10KG KASHMIR",
          "score": 100.0
        },
        {
          "code": "DFRA0026",
          "name": "RAISIN GOLDEN MEDIUM 10KG",
          "score": 100.0
        },
        {
          "code": "DFRA0046",
          "name": "RAISIN GOLDEN JUMBO",
          "score": 100.0
        },
        {
          "code": "DFRA0047",
          "name": "RAISIN GOLDEN MEDIUM",
          "score": 100.0
        },
        {
          "code": "DFRA0061",
          "name": "RAISINS GOLDEN JUMBO 5KG UZB",
          "score": 100.0
        },
        {
          "code": "DFRA0022",
          "name": "RAISIN GOLDEN JUMBO 10X1KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "DFRA0023",
          "name": "RAISIN GOLDEN JUMBO 2X5KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "DFRA0029",
          "name": "RAISIN GOLDEN MEDIUM 10X1KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "DFRA0030",
          "name": "RAISIN GOLDEN MEDIUM 2X5KG WARMLEYS",
          "score": 100.0
        },
        {
          "code": "DFRA0020",
          "name": "RAISIN GOLDEN JUMBO (RM-KFI)",
          "score": 97.0
        },
        {
          "code": "DFRA0021",
          "name": "RAISIN GOLDEN JUMBO CLEANED",
          "score": 97.0
        },
        {
          "code": "DFRA0024",
          "name": "RAISIN GOLDEN JUMBO FOR MIXES",
          "score": 97.0
        }
      ],
      "rationale": "Kishmis means raisins, and golden specifies the raisin color; size is unspecified.",
      "match_status": "ambiguous",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": null,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "jaggery powder",
        "item_span": {
          "start": 0,
          "end": 0,
          "text": "ജാഗിരി പൗഡർ"
        },
        "quantity": 2.0,
        "quantity_span": {
          "start": 0,
          "end": 0,
          "text": "രണ്ട്"
        },
        "unit": "ctn",
        "unit_span": {
          "start": 0,
          "end": 0,
          "text": "കാർട്ടൂൺ"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.5,
        "note": null,
        "english_name": "jaggery powder"
      },
      "item_code": "JAGR0010",
      "item_name": "JAGGERY POWDER 10X1KG",
      "item_confidence": 1.0,
      "candidates": [
        {
          "code": "JAGR0010",
          "name": "JAGGERY POWDER 10X1KG",
          "score": 100.0
        },
        {
          "code": "SHGN0001",
          "name": "GINGER POWDER 20KG",
          "score": 81.48148148148148
        },
        {
          "code": "SHGN0008",
          "name": "GINGER POWDER",
          "score": 81.48148148148148
        },
        {
          "code": "JAGR0011",
          "name": "JAGGERY 10X1KG",
          "score": 80.0
        },
        {
          "code": "SHGN0002",
          "name": "GINGER POWDER (RM-KFI)",
          "score": 78.48148148148148
        },
        {
          "code": "BVTE0016",
          "name": "TEA POWDER",
          "score": 75.0
        },
        {
          "code": "JAGR0002",
          "name": "JAGGERY BUNDLE 10KG",
          "score": 71.42857142857143
        },
        {
          "code": "PURI0033",
          "name": "RICE POWDER",
          "score": 70.58823529411765
        },
        {
          "code": "PURI0062",
          "name": "RICE POWDER 15KG",
          "score": 70.58823529411765
        },
        {
          "code": "SHOT0021",
          "name": "DILL POWDER 10KG",
          "score": 70.58823529411765
        },
        {
          "code": "SHOT0025",
          "name": "MINT POWDER 10KG",
          "score": 70.58823529411765
        },
        {
          "code": "SHMI0025",
          "name": "CURRY POWDER 20KG",
          "score": 69.23076923076923
        }
      ],
      "rationale": "exact master match, no model call",
      "match_status": "clear",
      "price_status": "ok",
      "rate": 50.0,
      "rate_uom": "ctn",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 10.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "jaggery 500g white",
        "item_span": {
          "start": 0,
          "end": 0,
          "text": "ജാഗിരി അരക്കിലോയുടെ വൈറ്റ്"
        },
        "quantity": 2.0,
        "quantity_span": {
          "start": 0,
          "end": 0,
          "text": "രണ്ട്"
        },
        "unit": "ctn",
        "unit_span": {
          "start": 0,
          "end": 0,
          "text": "കാർട്ടൂൺ"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.5,
        "note": null,
        "english_name": "500g white jaggery"
      },
      "item_code": "JAGR0009",
      "item_name": "JAGGERY NATURAL 20X500G",
      "item_confidence": 0.72,
      "candidates": [
        {
          "code": "JAGR0011",
          "name": "JAGGERY 10X1KG",
          "score": 80.0
        },
        {
          "code": "JAGR0003",
          "name": "JAGGERY CUBE 20X500G",
          "score": 79.6842105263158
        },
        {
          "code": "JAGR0006",
          "name": "JAGGERY KOLHAPURI 20X500G",
          "score": 75.76744186046511
        },
        {
          "code": "JAGR0009",
          "name": "JAGGERY NATURAL 20X500G",
          "score": 74.29268292682927
        },
        {
          "code": "JAGR0004",
          "name": "JAGGERY KOLHAPURI NATURAL 20X500G",
          "score": 68.74509803921569
        },
        {
          "code": "DADA0099",
          "name": "DATES ALGERIA 12X500GM",
          "score": 67.53846153846155
        },
        {
          "code": "JAGR0002",
          "name": "JAGGERY BUNDLE 10KG",
          "score": 66.66666666666666
        },
        {
          "code": "JAGR0010",
          "name": "JAGGERY POWDER 10X1KG",
          "score": 66.66666666666666
        },
        {
          "code": "PUBN0031",
          "name": "WHITE BEAN 15KG",
          "score": 66.66666666666666
        },
        {
          "code": "PUBN0042",
          "name": "WHITE BEAN",
          "score": 66.66666666666666
        },
        {
          "code": "PURI0054",
          "name": "RICE WHITE 35KG",
          "score": 66.66666666666666
        },
        {
          "code": "PURI0055",
          "name": "RICE WHITE",
          "score": 66.66666666666666
        }
      ],
      "rationale": "Natural jaggery in 500g units is the closest candidate to white jaggery.",
      "match_status": "ambiguous",
      "price_status": "ok",
      "rate": 430.0,
      "rate_uom": "ctn",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 10.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "jaggery black",
        "item_span": {
          "start": 0,
          "end": 0,
          "text": "ജാഗിരി ബ്ലാക്ക്"
        },
        "quantity": 2.0,
        "quantity_span": {
          "start": 0,
          "end": 0,
          "text": "രണ്ട്"
        },
        "unit": "ctn",
        "unit_span": {
          "start": 0,
          "end": 0,
          "text": "കാർട്ടൂൺ"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.5,
        "note": null,
        "english_name": "black jaggery"
      },
      "item_code": "JAGR0011",
      "item_name": "JAGGERY 10X1KG",
      "item_confidence": 0.5,
      "candidates": [
        {
          "code": "JAGR0011",
          "name": "JAGGERY 10X1KG",
          "score": 80.0
        },
        {
          "code": "JAGR0002",
          "name": "JAGGERY BUNDLE 10KG",
          "score": 74.07407407407408
        },
        {
          "code": "DADR0005",
          "name": "DRY DATES BLACK",
          "score": 74.07407407407408
        },
        {
          "code": "JAGR0005",
          "name": "JAGGERY KOLHAPURI 10X1KG",
          "score": 70.0
        },
        {
          "code": "JAGR0008",
          "name": "JAGGERY NATURAL 10X1KG",
          "score": 70.0
        },
        {
          "code": "JAGR0010",
          "name": "JAGGERY POWDER 10X1KG",
          "score": 70.0
        },
        {
          "code": "JAGR0001",
          "name": "JAGGERY BUNDLE NATURAL 10KG",
          "score": 70.0
        },
        {
          "code": "JAGR0003",
          "name": "JAGGERY CUBE 20X500G",
          "score": 70.0
        },
        {
          "code": "JAGR0006",
          "name": "JAGGERY KOLHAPURI 20X500G",
          "score": 70.0
        },
        {
          "code": "JAGR0007",
          "name": "JAGGERY KOLHAPURI NATURAL 10X1KG",
          "score": 70.0
        },
        {
          "code": "JAGR0009",
          "name": "JAGGERY NATURAL 20X500G",
          "score": 70.0
        },
        {
          "code": "JAGR0018",
          "name": "JAGGERY BROWN SUGAR",
          "score": 70.0
        }
      ],
      "rationale": "Generic jaggery is the closest match, though the requested black attribute is absent.",
      "match_status": "ambiguous",
      "price_status": "ok",
      "rate": 42.0,
      "rate_uom": "ctn",
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": 10.0,
      "price_as_of": null
    },
    {
      "raw": {
        "item_text": "long chilli",
        "item_span": {
          "start": 350,
          "end": 363,
          "text": "ലോങ്ങ് ചില്ലി"
        },
        "quantity": 25.0,
        "quantity_span": {
          "start": 0,
          "end": 0,
          "text": "25"
        },
        "unit": "bag",
        "unit_span": {
          "start": 0,
          "end": 0,
          "text": "ബാഗ്"
        },
        "price": null,
        "price_span": null,
        "confidence": 0.5,
        "note": "Delivery to New Sans Mill",
        "english_name": "long chilli"
      },
      "item_code": "SHCH0024",
      "item_name": "CHILLI LONG",
      "item_confidence": 0.9,
      "candidates": [
        {
          "code": "SHCH0007",
          "name": "CHILLI LONG 10KG",
          "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": "SHCH0008",
          "name": "CHILLI LONG (RM-KFI)",
          "score": 97.0
        },
        {
          "code": "SHCH0009",
          "name": "CHILLI LONG CLEANED",
          "score": 97.0
        },
        {
          "code": "SHCH0017",
          "name": "CHILLI ROUND 15KG",
          "score": 78.26086956521739
        },
        {
          "code": "SHCH0027",
          "name": "CHILLI ROUND",
          "score": 78.26086956521739
        },
        {
          "code": "SHCH0018",
          "name": "CHILLI ROUND (RM-KFI)",
          "score": 75.26086956521739
        },
        {
          "code": "SHCH0019",
          "name": "CHILLI ROUND CLEANED",
          "score": 75.26086956521739
        },
        {
          "code": "INOT0018",
          "name": "FLAVOR CHILLI",
          "score": 75.0
        },
        {
          "code": "SHCH0004",
          "name": "CHILLI CRUSHED 15KG",
          "score": 70.58823529411765
        }
      ],
      "rationale": "Plain long chilli matches the item description without a specified pack format.",
      "match_status": "ambiguous",
      "price_status": "no_price",
      "rate": null,
      "rate_uom": null,
      "price_options": [],
      "price_is_fallback": false,
      "conversion_factor": null,
      "price_as_of": null
    }
  ],
  "remarks": [
    "Assalamu alaikum.",
    "Oke, pinne ... delivery vittalam ...",
    "Oke marakkanda kettō."
  ],
  "model": "openai:gpt-5.6-luna",
  "customer_match_status": "clear",
  "transcript_confidence": null,
  "source_text": "അസ്സലാമു അലൈക്കും. സാൻസ് പ്ലസിൽ ഒരു പിസ്ത സീഡ് നല്ലത് ട്ടോ. പിന്നെ ഒരു തൂത്ത് മലങ്ക. പിന്നെ സാൻസ് ജനറൽ ട്രേഡിങ്ങിൽ ഒരു ബ്ലാക്ക് ഏലക്ക എടുത്തോ. പിന്നെ മില്ലിൽക്ക് കിസ്മിസ് ഗോൾഡൻ ഒന്ന്. ജാഗിരി പൗഡർ രണ്ട് കാർട്ടൂൺ. ജാഗിരി അരക്കിലോയുടെ വൈറ്റ് രണ്ട് കാർട്ടൂൺ. ജാഗിരി ബ്ലാക്ക് രണ്ട് കാർട്ടൂൺ. ഓക്കെ, പിന്നെ ഒരു 25 ബാഗ് ന്യൂ സാൻസ് മില്ലിൽ ഡെലിവറി വിട്ടാളാം ലോങ്ങ് ചില്ലി. ഓക്കെ മറക്കണ്ട കേട്ടോ.",
  "masters_warning": null,
  "price_warning": null,
  "segmentation_warning": null,
  "source_language": "ml",
  "translation_en": "Peace be upon you. In Sans Plus, take one good pistachio seed. Then one thooth malanka. Then in Sans General Trading, take one black cardamom. Then one golden kishmis at Millilk. Two cartons of jaggery powder. Two cartons of white jaggery in 500g size. Two cartons of black jaggery. Okay, then deliver 25 bags of long chilli to New Sans Mill. Okay, don't forget, understood?.",
  "raw_source_text": null
}
Usage
{
  "input_tokens": 9694,
  "output_tokens": 2282,
  "reasoning_tokens": 964,
  "stages": {
    "segment": {
      "seconds": 17.998382091522217,
      "calls": 1,
      "input_tokens": 7359,
      "output_tokens": 1667,
      "reasoning_tokens": 719
    },
    "pick": {
      "seconds": 5.943973779678345,
      "calls": 1,
      "input_tokens": 2335,
      "output_tokens": 615,
      "reasoning_tokens": 245
    }
  }
}

Older drafts for this chat

TimeStatusCustomerLines
03 Oct 14:17 Failed — 0
03 Oct 12:51 Failed — 0
22 Sep 09:46 Questions open Union coop 5
22 Sep 08:18 Confirmed UNION COOPERATIVE SOCIETY - AL KHAWANEEJ 6