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seed-mcp/corpus/bayer_seeds/dekalb-dks28-07-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

617 lines
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{
"source": "bayer_seeds",
"source_key": "dekalb-dks28-07-sorghum",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKS28-07 BRAND",
"product_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US",
"hybrid_prefix": "DKS28-07",
"hybrid_suffix": "BRAND",
"crop": "sorghum",
"release_year": 2022,
"relative_maturity": null,
"maturity_group": null,
"wheat_class": null,
"trait_stack": [],
"trait_descriptions": [],
"positioning_statement": "Best adapted to short season and/or higher elevation environments such as SD, W. NE, CO and W. KS. It also performs well in high stressed conditions and as an option for late plant, replant, and double crop.",
"strengths": [
"Very good yield potential for maturity even in tough growing conditions",
"Very good Sugarcane Aphid tolerance",
"Excellent post-flower stress tolerance and very good pre-flower stress tolerance",
"Very good standability"
],
"characteristics_groups": [
{
"label": "MATURITY",
"type": "maturity",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "Early"
}
]
},
{
"label": "AGRONOMIC CHARACTERISTICS",
"type": "agronomic characteristics",
"items": [
{
"characteristic": "HEAD EXERTION",
"value": "2"
},
{
"characteristic": "HEAD TYPE",
"value": "Semi-Open"
},
{
"characteristic": "HEIGHT UNIFORMITY",
"value": "2"
},
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "3"
},
{
"characteristic": "DAYS TO FLOWER",
"value": "57"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "Early"
},
{
"characteristic": "NEW",
"value": "No"
},
{
"characteristic": "VARIETY CODE",
"value": "1102611"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "TOTAL PLANT HEIGHT (IN.)",
"value": "35-43"
},
{
"characteristic": "APPROX. SEEDS PER POUND (000)",
"value": "13-15"
},
{
"characteristic": "GRAIN COLOR",
"value": "Bronze"
},
{
"characteristic": "DAYS TO FLOWER - PLAINS",
"value": "57"
},
{
"characteristic": "DAYS TO HARVEST - PLAINS",
"value": "102"
}
]
},
{
"label": "DISEASES",
"type": "diseases",
"items": [
{
"characteristic": "CHARCOAL ROT",
"value": "2"
},
{
"characteristic": "DOWNY MILDEW PATHOTYPE 3 & 6",
"value": "Susceptible"
},
{
"characteristic": "SUGARCANE APHID TOLERANCE",
"value": "2"
},
{
"characteristic": "FUSARIUM HEAD BLIGHT",
"value": "4"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING VIGOR",
"value": "2"
},
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "ROOT LODGING",
"value": "3"
},
{
"characteristic": "PRE-FLOWER STRESS TOLERANCE",
"value": "2"
},
{
"characteristic": "POST-FLOWER STRESS TOLERANCE",
"value": "1"
},
{
"characteristic": "POST FREEZE STANDABILITY",
"value": "2"
},
{
"characteristic": "YIELD POTENTIAL UNDER STRESS",
"value": "1"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "TEST WEIGHT",
"value": "4"
},
{
"characteristic": "THRESHABILITY",
"value": "3"
},
{
"characteristic": "YIELD POTENTIAL FOR MATURITY",
"value": "2"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5R_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_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": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9A_2"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5J_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8B_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5L_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5B_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5C_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8P_1"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5G_3"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5M_3"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEH_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5J_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBJ_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8C_3"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9B_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8J_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBK_2"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5T_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEF_1"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5R_3"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_C6F_1"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5H_3"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5C_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8C_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8L_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5M_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9C_2"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5R_2"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5H_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8A_3"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_C2G_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5L_3"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5N_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEH_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEF_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8F_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_C2C_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 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_DKS28-07 BRAND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEG_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5M_2"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_G5G_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_C2F_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8B_3"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_C6J_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J8F_3"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_ZBL_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_JEG_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J5G_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS28-07 BRAND_DEKALB_US_2026_J9A_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
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