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seed-mcp/corpus/bayer_seeds/dekalb-dks29-28-sorghum.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

682 lines
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{
"source": "bayer_seeds",
"source_key": "dekalb-dks29-28-sorghum",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKS29-28 BRAND",
"product_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US",
"hybrid_prefix": "DKS29-28",
"hybrid_suffix": "BRAND",
"crop": "sorghum",
"release_year": 2002,
"relative_maturity": null,
"maturity_group": null,
"wheat_class": null,
"trait_stack": [],
"trait_descriptions": [],
"positioning_statement": "DKS29-28 is an early product that exhibits excellent yield for maturity, good grain color, excellent seedling vigor and short plant height.",
"strengths": [
"Excellent yield potential for maturity",
"Early maturity",
"Very good drought stress standability"
],
"characteristics_groups": [
{
"label": "MATURITY",
"type": "maturity",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "Early"
}
]
},
{
"label": "AGRONOMIC CHARACTERISTICS",
"type": "agronomic characteristics",
"items": [
{
"characteristic": "HEAD EXERTION",
"value": "3"
},
{
"characteristic": "HEAD TYPE",
"value": "Semi-Open"
},
{
"characteristic": "HEIGHT UNIFORMITY",
"value": "1"
},
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "3"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "Early"
},
{
"characteristic": "NEW",
"value": "No"
},
{
"characteristic": "VARIETY CODE",
"value": "SR25835"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "TOTAL PLANT HEIGHT (IN.)",
"value": "31-39"
},
{
"characteristic": "APPROX. SEEDS PER POUND (000)",
"value": "15-17"
},
{
"characteristic": "GRAIN COLOR",
"value": "Bronze"
},
{
"characteristic": "DAYS TO FLOWER - PLAINS",
"value": "58"
},
{
"characteristic": "DAYS TO FLOWER - TX AND SE",
"value": "58"
},
{
"characteristic": "DAYS TO HARVEST - PLAINS",
"value": "104"
},
{
"characteristic": "DAYS TO HARVEST - TX AND SE",
"value": "101"
}
]
},
{
"label": "DISEASES",
"type": "diseases",
"items": [
{
"characteristic": "CHARCOAL ROT",
"value": "2"
},
{
"characteristic": "DOWNY MILDEW PATHOTYPE 3 & 6",
"value": "Susceptible"
},
{
"characteristic": "HEAD SMUT RESISTANCE",
"value": "5"
},
{
"characteristic": "SUGARCANE APHID TOLERANCE",
"value": "8"
},
{
"characteristic": "FUSARIUM HEAD BLIGHT",
"value": "3"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING VIGOR",
"value": "3"
},
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "ROOT LODGING",
"value": "1"
},
{
"characteristic": "PRE-FLOWER STRESS TOLERANCE",
"value": "1"
},
{
"characteristic": "POST-FLOWER STRESS TOLERANCE",
"value": "1"
},
{
"characteristic": "POST FREEZE STANDABILITY",
"value": "2"
},
{
"characteristic": "YIELD POTENTIAL UNDER STRESS",
"value": "3"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "TEST WEIGHT",
"value": "5"
},
{
"characteristic": "THRESHABILITY",
"value": "5"
},
{
"characteristic": "YIELD POTENTIAL FOR MATURITY",
"value": "3"
},
{
"characteristic": "PRE-HARVEST SPROUTING & SHATTERING",
"value": "-"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBJ_2"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2M_1"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C3H_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2G_2"
},
{
"product_list_name": "DAD Training Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C3J_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J9A_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8B_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2F_2"
},
{
"product_list_name": "2026 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C4B_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2H_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2J_1"
},
{
"product_list_name": "DAD Training Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBJ_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2M_3"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5L_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5J_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Jamie Long",
"agronomist_email": "jamie.long@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2R_1"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C4C_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBL_2"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5M_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5M_3"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8J_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2G_3"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5M_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8C_2"
},
{
"product_list_name": "DAD Training Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBK_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8A_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8F_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8F_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5G_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8A_3"
},
{
"product_list_name": "2024 South Dakota Product Guide",
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"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8C_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2P_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8L_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_JEF_2"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C3K_1"
},
{
"product_list_name": "DAD Training Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5G_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5L_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2C_3"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5L_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
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"agronomist_email": "holly.thrasher@bayer.com",
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},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBK_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_ZBI_2"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2C_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_JEH_2"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C3M_1"
},
{
"product_list_name": "2027 MO Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C3L_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J8B_2"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2G_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5C_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_C2Q_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SORGHUM_DKS29-28 BRAND_DEKALB_US_2026_J5B_1"
},
{
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