justin
eaa7e0789b
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>
415 lines
13 KiB
JSON
415 lines
13 KiB
JSON
{
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"source": "bayer_seeds",
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"source_key": "dekalb-dks28-16-sorghum",
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"vendor": "Bayer",
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"brand": "DEKALB",
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"product_name": "DKS28-16 BRAND",
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"product_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US",
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"hybrid_prefix": "DKS28-16",
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"hybrid_suffix": "BRAND",
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"crop": "sorghum",
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"release_year": 2024,
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"relative_maturity": null,
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"maturity_group": null,
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"wheat_class": null,
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"trait_stack": [],
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"trait_descriptions": [],
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"positioning_statement": "High yield potential best adapted to short season and/or higher elevation environments, higher stress environments, as well as late plant and double crop.",
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"strengths": [
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"High yield potential",
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"Very good test weight for maturity",
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"Strong standability",
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"Favorable IDC tolerance"
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],
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"characteristics_groups": [
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{
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"label": "MATURITY",
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"type": "maturity",
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"items": [
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{
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"characteristic": "MATURITY GROUP",
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"value": "Early"
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}
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]
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},
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{
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"label": "AGRONOMIC CHARACTERISTICS",
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"type": "agronomic characteristics",
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"items": [
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{
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"characteristic": "HEAD EXERTION",
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"value": "3"
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},
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{
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"characteristic": "HEAD TYPE",
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"value": "Semi-Open"
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},
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{
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"characteristic": "HEIGHT UNIFORMITY",
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"value": "2"
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},
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{
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"characteristic": "DAYS TO FLOWER",
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"value": "57"
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}
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]
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},
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{
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"label": "MANAGEMENT",
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"type": "management",
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"items": [
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{
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"characteristic": "MATURITY GROUP",
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"value": "Early"
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},
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{
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"characteristic": "NEW",
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"value": "Yes"
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},
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{
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"characteristic": "VARIETY CODE",
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"value": "1105335"
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}
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]
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},
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{
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"label": "PLANT DESCRIPTION",
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"type": "plant description",
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"items": [
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{
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"characteristic": "TOTAL PLANT HEIGHT (IN.)",
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"value": "37-49"
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},
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{
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"characteristic": "APPROX. SEEDS PER POUND (000)",
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"value": "13-15"
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},
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{
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"characteristic": "GRAIN COLOR",
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"value": "Bronze"
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},
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{
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"characteristic": "DAYS TO FLOWER - PLAINS",
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"value": "57"
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},
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{
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"characteristic": "DAYS TO HARVEST - PLAINS",
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"value": "102"
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}
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]
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},
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{
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"label": "DISEASES",
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"type": "diseases",
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"items": [
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{
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"characteristic": "DOWNY MILDEW PATHOTYPE 3 & 6",
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"value": "Susceptible"
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},
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{
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"characteristic": "SUGARCANE APHID TOLERANCE",
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"value": "6"
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},
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{
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"characteristic": "FUSARIUM HEAD BLIGHT",
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"value": "2"
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}
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]
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},
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{
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"label": "GROWTH",
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"type": "growth",
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"items": [
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{
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"characteristic": "SEEDLING VIGOR",
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"value": "2"
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},
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{
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"characteristic": "ROOT LODGING",
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"value": "3"
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},
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{
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"characteristic": "PRE-FLOWER STRESS TOLERANCE",
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"value": "1"
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},
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{
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"characteristic": "POST-FLOWER STRESS TOLERANCE",
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"value": "1"
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},
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{
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"characteristic": "YIELD POTENTIAL UNDER STRESS",
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"value": "1"
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}
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]
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},
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{
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"label": "HARVEST",
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"type": "harvest",
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"items": [
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{
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"characteristic": "TEST WEIGHT",
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"value": "2"
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},
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{
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"characteristic": "THRESHABILITY",
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"value": "2"
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},
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{
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"characteristic": "YIELD POTENTIAL FOR MATURITY",
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"value": "1"
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}
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]
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}
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],
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"_scale_direction": "1-9 (9 = best)",
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"regional_recommendations": [
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Fuls",
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"agronomist_email": "jeffrey.fuls@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8P_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8C_2"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Gary Hegg",
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"agronomist_email": "gary.hegg@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_ZBJ_1"
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},
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{
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"product_list_name": "2026 Southwest Nebraska Seed Guide",
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"agronomist": "John Skalsky",
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"agronomist_email": "john.skalsky@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9C_1"
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},
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{
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"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
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"agronomist": "Dustin Schmer",
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"agronomist_email": "dustin.schmer@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5G_2"
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},
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{
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"product_list_name": "2024-25 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5C_2"
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},
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{
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"product_list_name": "2025 Southwest Nebraska Seed Guide",
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"agronomist": "John Skalsky",
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"agronomist_email": "john.skalsky@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9C_2"
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},
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{
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"product_list_name": "2024-25 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEG_2"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEG_1"
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},
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{
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"product_list_name": "2026 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8C_1"
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},
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{
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"product_list_name": "2026 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5J_1"
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},
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{
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"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
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"agronomist": "Dustin Schmer",
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"agronomist_email": "dustin.schmer@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5G_1"
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},
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{
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"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
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"agronomist": "Dustin Schmer",
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"agronomist_email": "dustin.schmer@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9A_1"
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},
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{
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"product_list_name": "2024-25 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEH_2"
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},
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{
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"product_list_name": "2026 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5M_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Gary Hegg",
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"agronomist_email": "gary.hegg@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_ZBL_1"
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},
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{
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"product_list_name": "2026 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5L_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8A_2"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Gary Hegg",
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"agronomist_email": "gary.hegg@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_ZBK_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8B_2"
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},
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{
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"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
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"agronomist": "Dustin Schmer",
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"agronomist_email": "dustin.schmer@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9A_2"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Fuls",
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"agronomist_email": "jeffrey.fuls@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8L_1"
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},
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{
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"product_list_name": "2026 Southwest Nebraska Seed Guide",
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"agronomist": "John Skalsky",
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"agronomist_email": "john.skalsky@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9B_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8F_2"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5C_1"
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},
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{
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"product_list_name": "Northwest Kansas & Colorado 2026",
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"agronomist": "David Brachtenbach",
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"agronomist_email": "david.brachtenbach@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5B_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Gary Hegg",
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"agronomist_email": "gary.hegg@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_ZBM_1"
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},
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{
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"product_list_name": "2025 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5M_2"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEF_1"
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},
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{
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"product_list_name": "2025 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5J_2"
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},
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{
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"product_list_name": "Northwest Kansas & Colorado 2026",
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"agronomist": "David Brachtenbach",
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"agronomist_email": "david.brachtenbach@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5F_1"
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},
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{
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"product_list_name": "2026 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8A_1"
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},
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{
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"product_list_name": "2025 Southwest Nebraska Seed Guide",
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"agronomist": "John Skalsky",
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"agronomist_email": "john.skalsky@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J9B_2"
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},
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{
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"product_list_name": "2025 South Central/Southwest KS Guide",
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"agronomist": "Holly Thrasher",
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"agronomist_email": "holly.thrasher@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J5L_2"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Jeff Fuls",
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"agronomist_email": "jeffrey.fuls@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8J_1"
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},
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{
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"product_list_name": "2025 South Dakota Product Guide",
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"agronomist": "Gary Hegg",
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"agronomist_email": "gary.hegg@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_ZBI_1"
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},
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{
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"product_list_name": "2026 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8B_1"
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},
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{
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"product_list_name": "2026 South Dakota Product Guide",
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"agronomist": "Jeff Spieler",
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"agronomist_email": "jeff.spieler@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_J8F_1"
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},
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{
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"product_list_name": "2024-25 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEF_2"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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|
"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SORGHUM_DKS28-16 BRAND_DEKALB_US_2026_JEH_1"
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}
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],
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"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_12_MY23_DK_SEED_BAG_RENDERING_SAFENEDHYBRIDGRAIN_SYSTEMICINSECTICIDETREATED_SORGHUM_A",
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"source_urls": [
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"https://www.cropscience.bayer.us/sorghum/dekalb/dekalb-dks28-16-sorghum"
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],
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"sitemap_last_modified": "2026-05-12T14:41:56.641Z",
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"fetched_at": "2026-05-26T15:48:17.865369+00:00",
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"scraper_version": "0.1.0"
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}
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