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seed-mcp/corpus/bayer_seeds/dekalb-dks29-95-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

690 lines
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{
"source": "bayer_seeds",
"source_key": "dekalb-dks29-95-sorghum",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKS29-95 BRAND",
"product_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US",
"hybrid_prefix": "DKS29-95",
"hybrid_suffix": "BRAND",
"crop": "sorghum",
"release_year": 2020,
"relative_maturity": null,
"maturity_group": null,
"wheat_class": null,
"trait_stack": [],
"trait_descriptions": [],
"positioning_statement": "DKS29-95 is an Early maturity hybrid that combines excellent standability ratings with outstanding yield potential.",
"strengths": [
"Excellent standability with outstanding root and stalk lodging ratings",
"Outstanding yield potential for early maturity product, even under stressed growing conditions",
"Visually appealing product with unique deep, dark red grain color"
],
"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": "Intermediate"
},
{
"characteristic": "HEIGHT UNIFORMITY",
"value": "2"
},
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "4"
},
{
"characteristic": "DAYS TO FLOWER",
"value": "59"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "Early"
},
{
"characteristic": "NEW",
"value": "No"
},
{
"characteristic": "VARIETY CODE",
"value": "A1076488"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "TOTAL PLANT HEIGHT (IN.)",
"value": "34-42"
},
{
"characteristic": "APPROX. SEEDS PER POUND (000)",
"value": "14-16"
},
{
"characteristic": "GRAIN COLOR",
"value": "Dark Red"
},
{
"characteristic": "DAYS TO FLOWER - PLAINS",
"value": "59"
},
{
"characteristic": "DAYS TO FLOWER - TX AND SE",
"value": "59"
},
{
"characteristic": "DAYS TO HARVEST - PLAINS",
"value": "104"
},
{
"characteristic": "DAYS TO HARVEST - TX AND SE",
"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": "8"
},
{
"characteristic": "FUSARIUM HEAD BLIGHT",
"value": "2"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING VIGOR",
"value": "2"
},
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "ROOT LODGING",
"value": "2"
},
{
"characteristic": "PRE-FLOWER STRESS TOLERANCE",
"value": "1"
},
{
"characteristic": "POST-FLOWER STRESS TOLERANCE",
"value": "1"
},
{
"characteristic": "POST FREEZE STANDABILITY",
"value": "1"
},
{
"characteristic": "YIELD POTENTIAL UNDER STRESS",
"value": "1"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "TEST WEIGHT",
"value": "4"
},
{
"characteristic": "THRESHABILITY",
"value": "4"
},
{
"characteristic": "YIELD POTENTIAL FOR MATURITY",
"value": "2"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBL_2"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEC_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6J_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6F_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDC_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEH_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5C_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEB_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBK_2"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_C8A_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDF_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBI_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8C_2"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEE_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5L_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDD_1"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_C6L_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEG_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDA_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JED_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_C8C_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9A_1"
},
{
"product_list_name": "handout2026",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEA_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5J_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6C_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDG_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9H_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDF_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_C8B_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8F_3"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBJ_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JDG_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9B_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J9A_2"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5B_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8A_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_JEH_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "SORGHUM_DKS29-95 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_DKS29-95 BRAND_DEKALB_US_2026_J8B_3"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5L_3"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_ZBM_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J5J_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8F_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J6F_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8C_3"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_J8L_1"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SORGHUM_DKS29-95 BRAND_DEKALB_US_2026_C6J_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SORGHUM_DKS29-95 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_DKS29-95 BRAND_DEKALB_US_2026_J8F_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
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