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seed-mcp/corpus/bayer_seeds/dekalb-dkc45-74rib.json
T
justin 75f714b454 Phase 4-5: deployable container + corpus snapshot + CI fixes 
deploy/docker-compose.yml — replace <product>/<registry> placeholders
with concrete values for Drawbar's stack:
- image: git.jpaul.io/justin/seed-mcp:latest (CF tunnel for pulls; CI
  pushes via LAN 192.168.0.2:1234 to avoid 100 MB body cap)
- container_name: seed-mcp
- port 8001:8000 (8001 host-side to not collide with crop-chem-docs
  on 8000)
- PRODUCT_NAME=crop_seed, hybrid search enabled, stateless HTTP
- llama-rerank shared with crop-chem-docs (NOT redefined here —
  expected to already be in Drawbar's parent compose network)
- networks.drawbar-mcp external: true so seed-mcp joins the existing
  cross-MCP shared network

.gitignore — corpus/ is now COMMITTED, not ignored. The monthly
refresh workflow scrapes and commits corpus changes; the image-only
workflow rebuilds indexes from the committed corpus. Allowing the
corpus to flow through git means the :corpus-YYYY.MM.DD image tag
pins to a specific seed-catalog snapshot. chroma/ and bm25/ remain
ignored — those are deterministically derived from corpus.

Initial committed snapshot: 614 varieties.
- bayer_seeds: 475 (DEKALB 288 + Asgrow 102 + WestBred 85)
- golden_harvest: 139 (Syngenta corn + soy; 36 sitemap URLs
  302-redirected = discontinued)

rag/chunk.py — normalize brand and crop to uppercase/lowercase in
Chroma metadata so cross-vendor brand-filter lookups don't break on
casing inconsistency (Bayer stores "DEKALB", Golden Harvest stores
"Golden Harvest"; _build_where uppercases user-supplied brand which
matched the former but not the latter pre-fix). Sidecar JSON keeps
original casing for display.

Stub scrapers (nk, agripro, becks_pfr, becks_products) — change
return code from 2 to 0 so the monthly-refresh CI workflow doesn't
fail on deferred sources. Real implementations will return 0 on
success / 1 on failure when they ship.

Smoke-tested cross-vendor retrieval against the 614-chunk index:
- list_versions shows both vendors with correct facet counts
- broad "corn hybrid 100 RM" query returns both DEKALB and Golden
  Harvest hits in top 5
- brand='Golden Harvest' filter returns 3 GH-only varieties
- variety-code prefilter still works (E085Z5 → top hit on GH)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-25 13:40:05 -04:00

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{
"source": "bayer_seeds",
"source_key": "dekalb-dkc45-74rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC45-74RIB BRAND BLEND",
"product_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC45-74RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2023,
"relative_maturity": "95",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SSRIB"
],
"trait_descriptions": [
"SmartStax® RIB Complete® corn blend"
],
"positioning_statement": "DKC45-74RIB Brand Blend is a 95 RM product that can deliver great yield potential with broad adaptation and versatility across soil types and crop rotations. This product has a very attractive canopy with wide leaves, good staygreen, and consistent ear placement down the row.",
"strengths": [
"Broadly adapted product with utilization from east to west with great yield potential",
"Very strong emergence package as an option for early planting",
"Strong disease tolerance package including Northern Corn Leaf Blight, Anthracnose Stalk Rot, and Goss’s Wilt",
"Solid agronomic package including good root and stalk strength and very good greensnap tolerance",
"Medium-tall plant height with balanced, medium ear placement has shown good kernel depth, test weight, tip fill, and husk cover",
"Semi-flex ear type that has shown good performance at medium populations",
"Has shown very good stress tolerance"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "2"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "4"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "2"
},
{
"characteristic": "EMERGENCE",
"value": "2"
},
{
"characteristic": "ROOT STRENGTH",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "2"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "2"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Med Tall"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Medium"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1260"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2400"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SSRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "95"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01090003"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "2"
},
{
"characteristic": "TEST WEIGHT",
"value": "3"
}
]
},
{
"label": "HERBICIDE",
"type": "herbicide",
"items": [
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "A"
},
{
"characteristic": "ISOXAZOLES SENSITIVITY - PREEMERGENCE",
"value": "A"
},
{
"characteristic": "SULFONYLUREAS SENSITIVITY",
"value": "A"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "COB COLOR",
"value": "Red"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "16"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_G6C_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7M_1"
},
{
"product_list_name": "2025 Central & Western ND, MT/WY",
"agronomist": "Courtney Meduna",
"agronomist_email": "courtney.meduna@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_JAC_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5D_2"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Reid Gill",
"agronomist_email": "reid.gill@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7C_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J9A_2"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8P_2"
},
{
"product_list_name": "2026 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4B_1"
},
{
"product_list_name": "2026 MINNESOTA DEKALB-ASGROW SEED GUIDE",
"agronomist": "Abby Ficker",
"agronomist_email": "abby.ficker@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1C_1"
},
{
"product_list_name": "2026 Eastern Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9A_3"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5D_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4F_2"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4B_3"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4P_3"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5J_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBK_2"
},
{
"product_list_name": "2024 Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9A_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBL_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBJ_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8J_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5N_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBM_2"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5M_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8L_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4F_3"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5P_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3D_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4P_2"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5N_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8P_1"
},
{
"product_list_name": "2025 Northern Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9A_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3L_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8B_2"
},
{
"product_list_name": "2025 MINNESOTA DEKALB-ASGROW SEED GUIDE",
"agronomist": "Abby Ficker",
"agronomist_email": "abby.ficker@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1H_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBJ_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8C_2"
},
{
"product_list_name": "Wisconsin Seed Guide",
"agronomist": "Mike Hopke",
"agronomist_email": "michael.hopke@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7F_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3N_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBK_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J5G_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8B_3"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8A_3"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5K_2"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5M_2"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4H_3"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4N_3"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C6L_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "Wisconsin Seed Guide",
"agronomist": "Mike Hopke",
"agronomist_email": "michael.hopke@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7R_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4B_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8A_2"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3G_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J5G_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBI_2"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7A_1"
},
{
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"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3Q_1"
},
{
"product_list_name": "2026 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4F_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J5B_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5P_2"
},
{
"product_list_name": "2026 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4H_1"
},
{
"product_list_name": "Wisconsin 2025",
"agronomist": "Sammie Brantner",
"agronomist_email": "samantha.brantner@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C7S_1"
},
{
"product_list_name": "2025 Northern Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9H_2"
},
{
"product_list_name": "2026 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4N_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8J_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8F_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J4H_2"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "2026 Eastern Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9H_1"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C6F_1"
},
{
"product_list_name": "2026 MINNESOTA DEKALB-ASGROW SEED GUIDE",
"agronomist": "Abby Ficker",
"agronomist_email": "abby.ficker@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1H_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J9A_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J8F_3"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3B_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5J_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C5K_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_ZBI_1"
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{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
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},
{
"product_list_name": "2025 MINNESOTA DEKALB-ASGROW SEED GUIDE",
"agronomist": "Abby Ficker",
"agronomist_email": "abby.ficker@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1C_2"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C6J_1"
},
{
"product_list_name": "2025 MINNESOTA DEKALB-ASGROW SEED GUIDE",
"agronomist": "Abby Ficker",
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"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1D_2"
},
{
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"agronomist": "Jeff Spieler",
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{
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"agronomist": "Abby Ficker",
"agronomist_email": "abby.ficker@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J1D_1"
},
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_G6B_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
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},
{
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"agronomist": "Reid Gill",
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},
{
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"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_J3M_1"
},
{
"product_list_name": "Wisconsin Seed Guide",
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},
{
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},
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},
{
"product_list_name": "2024 Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
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"variant_id": "CORN_DKC45-74RIB BRAND BLEND_DEKALB_US_2026_C9H_3"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_SMARTSTAX_RIBCOMPLETE_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc45-74rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:42:36.345Z",
"fetched_at": "2026-05-25T17:03:59.480878+00:00",
"scraper_version": "0.1.0"
}
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