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>
238 lines
6.3 KiB
JSON
238 lines
6.3 KiB
JSON
{
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"source": "bayer_seeds",
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"source_key": "dekalb-dks52-76-sorghum",
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"vendor": "Bayer",
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"brand": "DEKALB",
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"product_name": "DKS52-76 BRAND",
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"product_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US",
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"hybrid_prefix": "DKS52-76",
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"hybrid_suffix": "BRAND",
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"crop": "sorghum",
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"release_year": 2026,
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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": "DKS52-76 is red grain Medium-Full maturity product with very high yield potential, very good root and stalk strength, and combines resistance to Downy mildew, head smut and excellent Sugarcane Aphid tolerance",
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"strengths": [
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"Excellent yield potential for maturity",
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"Excellent Sugarcane Aphid tolerance",
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"Resistant to Downy Mildew pathotype 3 and 6",
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"Excellent Head Smut resistance",
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"Great defense against stalk and root lodging"
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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": "Medium-Full"
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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": "4"
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},
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{
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"characteristic": "HEAD TYPE",
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"value": "Intermediate"
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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": "72"
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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": "Medium-Full"
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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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},
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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": "43-51"
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},
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{
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"characteristic": "APPROX. SEEDS PER POUND (000)",
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"value": "14-16"
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},
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{
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"characteristic": "GRAIN COLOR",
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"value": "Red"
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},
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{
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"characteristic": "DAYS TO FLOWER - PLAINS",
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"value": "72"
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},
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{
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"characteristic": "DAYS TO FLOWER - TX AND SE",
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"value": "72"
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},
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{
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"characteristic": "DAYS TO HARVEST - PLAINS",
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"value": "118"
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},
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{
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"characteristic": "DAYS TO HARVEST - TX AND SE",
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"value": "115"
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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": "CHARCOAL ROT",
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"value": "2"
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},
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{
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"characteristic": "DOWNY MILDEW PATHOTYPE 3 & 6",
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"value": "Resistant"
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},
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{
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"characteristic": "HEAD SMUT RESISTANCE",
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"value": "1"
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},
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{
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"characteristic": "SUGARCANE APHID TOLERANCE",
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"value": "2"
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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": "STAYGREEN",
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"value": "3"
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},
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{
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"characteristic": "ROOT LODGING",
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"value": "2"
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},
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{
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"characteristic": "PRE-FLOWER STRESS TOLERANCE",
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"value": "4"
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},
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{
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"characteristic": "POST-FLOWER STRESS TOLERANCE",
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"value": "2"
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},
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{
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"characteristic": "YIELD POTENTIAL UNDER STRESS",
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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": "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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"characteristic": "PRE-HARVEST SPROUTING & SHATTERING",
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"value": "5"
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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": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3L_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3K_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3H_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3J_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3M_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C4C_1"
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},
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{
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"product_list_name": "Central Indiana",
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"agronomist": "Corey Sokol",
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"agronomist_email": "corey.sokol@bayer.com",
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"variant_id": "SORGHUM_DKS52-76 BRAND_DEKALB_US_2026_C3N_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-dks52-76-sorghum"
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],
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"sitemap_last_modified": "2026-05-12T14:40:34.362Z",
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"fetched_at": "2026-05-26T15:48:36.680805+00:00",
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"scraper_version": "0.1.0"
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}
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