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seed-mcp/corpus/bayer_seeds/dekalb-dkc36-48rib-silage.json
T
justin eaa7e0789b bayer_seeds: add Channel + DEKALB silage/sorghum/canola + Deltapine cotton 
User flagged that Channel is expanding into their area — re-walked
the cropscience.bayer.us sitemap and found 8 additional brand×crop
paths beyond the original DEKALB/Asgrow/WestBred triple. Patches
the scraper to walk all of them; total Bayer varieties roughly
doubles from 475 to 931 and the corpus picks up first-ever
coverage in sorghum (36), cotton (30), canola (6), and silage as a
distinct crop (was conflated with corn before).

Net new varieties: 456
  Channel    corn=181  soy=67   silage=54  sorghum=18    (320)
  DEKALB     silage=82 sorghum=18  canola=6              (106)
  Deltapine  cotton=30                                    (30)

scrape/sources/bayer_seeds.py
- Replace `BRANDS` (brand → 1 path) and `CROP_SUFFIX` (brand → 1
  suffix) with a flatter `BRAND_PATHS` list of (brand, url_path,
  crop, is_primary_for_brand) entries. Channel and DEKALB are now
  multi-crop brands; the same scraper walks every brand×crop pair.
- source_key derivation: for a brand's PRIMARY crop, strip the
  trailing `-<crop>` suffix (matches the existing deployed source
  keys for DEKALB corn / Asgrow soy / WestBred wheat). For
  SECONDARY crops, KEEP the suffix so DEKALB-the-same-SKU sold as
  both grain corn and silage gets two distinct source_keys
  (collision-safe and unambiguous for `lookup_variety`).
- New `--crop` CLI filter for incremental backfills.
- Log line shows brand + crop alongside source_key for visibility.

rag/chunk.py
- Channel + Deltapine pages use slightly different characteristics
  group labels (DISEASE not DISEASE RATINGS, AGRONOMIC
  CHARACTERISTICS not GROWTH/HARVEST, plus MATURITY / ADAPTATION /
  HERBICIDES / OTHER). Fold them into the DISEASE / AGRONOMIC /
  MANAGEMENT label sets so the chunker buckets them correctly
  into the standard sections.

Smoke-tested cross-brand × cross-crop queries against the rebuilt
index (5,529 chunks total) — all 6 sample queries surface the
right brand+crop at top-3:
  Channel corn 110 RM       → 210-25TRE BRAND
  Channel soy 2.5 MG IA     → 2622RXF BRAND
  Deltapine cotton XF       → DP 1820 B3XF BRAND
  Sorghum dryland Kansas    → 6B95 BRAND (Channel)
  Silage corn WI dairy      → DKC64-44RIB BRAND BLEND (silage variant)
  Canola Northern Plains    → DK401TL BRAND

Watchtower will pull the new image on the next push; deploy is
unchanged otherwise.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 11:54:30 -04:00

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{
"source": "bayer_seeds",
"source_key": "dekalb-dkc36-48rib-silage",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC36-48RIB BRAND BLEND",
"product_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC36-48RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "silage",
"release_year": 2021,
"relative_maturity": null,
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT2PRIB"
],
"trait_descriptions": [
"VT Double PRO® RIB Complete® corn blend"
],
"positioning_statement": "DKC36-48RIB Brand Blend offers growers a stable product with good yield potential with best utilization positioned in medium to lower yield environments. It has shown excellent ear flex and ability to perform in dry and stressed growing conditions.",
"strengths": [
"Very good overall foliar disease tolerance package",
"Has potential to perform well from west to east in the 85 RM zone",
"Has shown good open husk for quick drydown",
"Has shown very good Goss's Wilt and greensnap tolerance",
"Has shown excellent potential for dual purpose use",
"Ear flex potential allows for position on the lower end of planting population range"
],
"characteristics_groups": [
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT2PRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "86"
},
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1120"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2150"
},
{
"characteristic": "PLANTING RATE",
"value": "Med Low"
},
{
"characteristic": "SILAGE PROVEN",
"value": "No"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01081018"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "COB COLOR",
"value": "Red"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "18"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP",
"value": "3"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Med Tall"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med High"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "4"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "TEST WEIGHT",
"value": "4"
}
]
},
{
"label": "DISEASES",
"type": "diseases",
"items": [
{
"characteristic": "NORTHERN CORN LEAF BLIGHT",
"value": "4"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "3"
},
{
"characteristic": "GOSS'S WILT",
"value": "3"
}
]
},
{
"label": "HERBICIDE",
"type": "herbicide",
"items": [
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "A"
},
{
"characteristic": "SULFONYLUREAS SENSITIVITY",
"value": "A"
},
{
"characteristic": "ISOXAZOLES SENSITIVITY - PRE-EMERGENCE",
"value": "A"
}
]
},
{
"label": "SILAGE CHARACTERISTICS",
"type": "silage characteristics",
"items": [
{
"characteristic": "NDFD 24 HR",
"value": "3"
},
{
"characteristic": "NDFD 30 HR",
"value": "3"
},
{
"characteristic": "% OF STARCH",
"value": "3"
},
{
"characteristic": "IVSD7HR",
"value": "2"
},
{
"characteristic": "SILAGE YIELD",
"value": "3"
},
{
"characteristic": "MILK PER TON",
"value": "2"
},
{
"characteristic": "MILK PER ACRE",
"value": "2"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7S_1"
},
{
"product_list_name": "2026 Central & Western ND, MT/WY",
"agronomist": "Cody Oswald",
"agronomist_email": "cody.oswald@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_ZBN_1"
},
{
"product_list_name": "Wisconsin Seed Guide",
"agronomist": "Mike Hopke",
"agronomist_email": "michael.hopke@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7F_1"
},
{
"product_list_name": "2026 Eastern ND / Northern MN",
"agronomist": "Grant Mehring",
"agronomist_email": "grant.mehring@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JAG_1"
},
{
"product_list_name": "2026 Northern North Dakota Seedguide",
"agronomist": "Courtney Meduna",
"agronomist_email": "courtney.meduna@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JAC_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7A_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7M_1"
},
{
"product_list_name": "2026 Eastern ND / Northern MN",
"agronomist": "Grant Mehring",
"agronomist_email": "grant.mehring@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JAM_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Reid Gill",
"agronomist_email": "reid.gill@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7C_1"
},
{
"product_list_name": "2026 Central & Western ND, MT/WY",
"agronomist": "Cody Oswald",
"agronomist_email": "cody.oswald@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_ZBO_1"
},
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_G6C_1"
},
{
"product_list_name": "2026 Eastern ND / Northern MN",
"agronomist": "Grant Mehring",
"agronomist_email": "grant.mehring@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JAQ_1"
},
{
"product_list_name": "2026 Eastern ND / Northern MN",
"agronomist": "Grant Mehring",
"agronomist_email": "grant.mehring@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JAL_1"
},
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_G6B_2"
},
{
"product_list_name": "2026 Central & Western ND, MT/WY",
"agronomist": "Cody Oswald",
"agronomist_email": "cody.oswald@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_JCJ_1"
},
{
"product_list_name": "Wisconsin Seed Guide",
"agronomist": "Mike Hopke",
"agronomist_email": "michael.hopke@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7R_1"
},
{
"product_list_name": "Wisconsin Seed Guide",
"agronomist": "Mike Hopke",
"agronomist_email": "michael.hopke@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7G_1"
},
{
"product_list_name": "2026 Northern North Dakota Seedguide",
"agronomist": "Courtney Meduna",
"agronomist_email": "courtney.meduna@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_N1U_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Reid Gill",
"agronomist_email": "reid.gill@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_C7N_1"
},
{
"product_list_name": "2026 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_G6B_1"
},
{
"product_list_name": "2025 Washington, Oregon, SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_G6B_3"
},
{
"product_list_name": "2025 Washington, Oregon, SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "SILAGE_DKC36-48RIB BRAND BLEND_DEKALB_US_2026_G6C_2"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTDOUBLEPRO_RIBCOMPLETE_A",
"source_urls": [
"https://www.cropscience.bayer.us/silage/dekalb/dekalb-dkc36-48rib-silage"
],
"sitemap_last_modified": "2026-05-12T14:44:16.627Z",
"fetched_at": "2026-05-26T15:46:53.365336+00:00",
"scraper_version": "0.1.0"
}
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