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seed-mcp/corpus/agrigold_plot_reports/agpr-soybeans-2024-144577.json
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justin b98965a68a Two new trial sources: LG Seeds + AgriGold plot reports (+2,307 cross-vendor yield trials) 
Adds the **first non-Syngenta trial coverage** to the corpus:

| Source | Docs | Publisher | URL pattern |
|---|---|---|---|
| lg_plot_reports | 1,304 | LG Seeds (AgReliant) | lgseeds.com/performance/{crop} JSON XHR |
| agrigold_plot_reports | 1,003 | AgriGold (AgReliant) | agrigold.com/{crop}/performance/{crop}-yield-results |

Total trial coverage now: gh_plot_reports (4,299) + agripro_trials (14) +
lg_plot_reports (1,304) + agrigold_plot_reports (1,003) = 6,620 trial docs.

**Both scrapers follow the gh_plot_reports template** — same RateLimitedSession
primitive, same TrialResult/PlotReport dataclass shape, same data_type="trial"
sidecar convention. The trial chunker (`rag/chunk.py:_render_trial_chunk`) is
extended to recognize both new sources; they share `_render_gh_plot_chunk`
since their sidecars are structurally identical (just different brand label).

**LG specifics:**
- POST `/performance/{crop}/GetPlots/` returns sparse listing (id, year, lat/lng)
- GET `/performance/{crop}/GetPlotData/?PlotId=X&IsSilage=Y` returns full detail
  with state, cooperator, planting/harvest dates, and **top-5 hybrids** (LG +
  competitors). Top-5 is what LG publishes publicly; not the full ranking.
- 4 crops: corn (963), soybeans (287), sorghum (10), silage (50) — first
  alfalfa absent because LG doesn't run alfalfa plots; that's variety-only data.
- 301 gotcha: www.lgseeds.com redirects to lgseeds.com which drops POST body,
  so the scraper hits the apex host directly.

**AgriGold specifics:**
- Listing: GET `/{crop}/performance/{crop}-yield-results?harvestYear={year}`
  (server-rendered HTML, ~1MB; 408 corn plots in 2025 alone)
- Detail: GET `/{crop_url}/performance/{slug}/{plot_id}` returns the **full
  ranking** (not just top-5) plus rich plot management metadata: tillage,
  previous crop, fungicide, herbicide, insecticide, irrigation, soil type,
  row width, population. Most metadata-rich of the three trial sources.
- Soybean URL slug is singular: `/soybeans/performance/soybean-yield-results/`
- Columns: Rank | Brand | Product | Trait | Ck | H20 (moisture) | Test Wt. |
  Yield | Adj Yield (check-adjusted)
- 2 crops: corn (849) + soybeans (157)

**Indexer needs no changes** — `rag/index.py` auto-discovers any directory
under corpus/ and routes by data_type. Both new sources flow into the
existing trial collection and surface via `search_trials`.

Years scraped: 2024+2025 (matching gh_plot_reports baseline). 2023 is
available via `--include-2023` on either scraper for future backfill.
2026-05-26 22:26:24 -04:00

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{
"source": "agrigold_plot_reports",
"source_key": "agpr-soybeans-2024-144577",
"data_type": "trial",
"vendor": "AgReliant Genetics",
"brand": "AgriGold",
"crop": "soybeans",
"state": "KY",
"state_abbrev": "ky",
"city": "Henderson",
"county": "Henderson",
"year": 2024,
"plot_id": "144577",
"cooperator": "PARRISH SHOP & SALES LLC",
"plot_average": 89.08,
"planted_date": "2024-06-07",
"harvested_date": "2024-10-18",
"population_seeds_per_acre": 130000,
"row_width": "15.0\"",
"num_rows": null,
"soil_type": "Silt Loam",
"tillage": "Minimum",
"previous_crop": "Corn",
"irrigation": "None",
"fungicide": "Lucento",
"herbicide": "Anthem",
"insecticide": "Hero",
"results": [
{
"rank": 1,
"brand": "Pioneer",
"product": "P47Z15BE",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.5,
"Test Wt.": 55.5,
"Yield": 101.9,
"Adj Yield": 101.9
}
},
{
"rank": 2,
"brand": "Pioneer",
"product": "P48A14E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.3,
"Test Wt.": 56.1,
"Yield": 97.7,
"Adj Yield": 97.7
}
},
{
"rank": 3,
"brand": "AgriGold",
"product": "G4184XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 54.8,
"Yield": 94.9,
"Adj Yield": 94.9
}
},
{
"rank": 4,
"brand": "AgriGold",
"product": "G4430XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 11.1,
"Test Wt.": 54.8,
"Yield": 94.8,
"Adj Yield": 94.8
}
},
{
"rank": 5,
"brand": "Catalyst",
"product": "CT4413E3S",
"traits": "Enlist/STS",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 55.0,
"Yield": 94.0,
"Adj Yield": 94.0
}
},
{
"rank": 6,
"brand": "AgriGold",
"product": "G4051E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 54.4,
"Yield": 93.7,
"Adj Yield": 93.7
}
},
{
"rank": 7,
"brand": "Xitavo",
"product": "XO4405E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 56.0,
"Yield": 93.0,
"Adj Yield": 93.0
}
},
{
"rank": 8,
"brand": "Pioneer",
"product": "P45A81E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.6,
"Test Wt.": 55.8,
"Yield": 92.8,
"Adj Yield": 92.8
}
},
{
"rank": 9,
"brand": "Pioneer",
"product": "P49Z02E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.6,
"Test Wt.": 55.1,
"Yield": 92.6,
"Adj Yield": 92.6
}
},
{
"rank": 10,
"brand": "Revere",
"product": "X39-E71",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 55.3,
"Yield": 92.4,
"Adj Yield": 92.4
}
},
{
"rank": 11,
"brand": "Pioneer",
"product": "P45Z75E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.6,
"Test Wt.": 55.0,
"Yield": 92.1,
"Adj Yield": 92.1
}
},
{
"rank": 12,
"brand": "Pioneer",
"product": "P42A84E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.7,
"Test Wt.": 55.7,
"Yield": 91.8,
"Adj Yield": 91.8
}
},
{
"rank": 13,
"brand": "AgriGold",
"product": "G4204E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.8,
"Test Wt.": 54.1,
"Yield": 91.6,
"Adj Yield": 91.6
}
},
{
"rank": 14,
"brand": "Xitavo",
"product": "XO4255E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.5,
"Test Wt.": 54.3,
"Yield": 91.4,
"Adj Yield": 91.4
}
},
{
"rank": 15,
"brand": "Pioneer",
"product": "P37A18E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.4,
"Test Wt.": 54.0,
"Yield": 91.2,
"Adj Yield": 91.2
}
},
{
"rank": 16,
"brand": "Pioneer",
"product": "P38A28E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.5,
"Test Wt.": 54.4,
"Yield": 91.0,
"Adj Yield": 91.0
}
},
{
"rank": 17,
"brand": "Pioneer",
"product": "P40Z57E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.1,
"Test Wt.": 53.0,
"Yield": 90.1,
"Adj Yield": 90.1
}
},
{
"rank": 18,
"brand": "Revere",
"product": "44-F44",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 10.3,
"Test Wt.": 54.7,
"Yield": 89.6,
"Adj Yield": 89.6
}
},
{
"rank": 19,
"brand": "Pioneer",
"product": "P37Z06E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.1,
"Test Wt.": 55.5,
"Yield": 88.7,
"Adj Yield": 88.7
}
},
{
"rank": 20,
"brand": "AgriGold",
"product": "G3577E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.8,
"Test Wt.": 52.6,
"Yield": 88.6,
"Adj Yield": 88.6
}
},
{
"rank": 21,
"brand": "AgriGold",
"product": "G4459E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.9,
"Test Wt.": 55.7,
"Yield": 88.5,
"Adj Yield": 88.5
}
},
{
"rank": 22,
"brand": "Pioneer",
"product": "P43Z44SE",
"traits": "Enlist/STS",
"metrics": {
"Ck": null,
"H20": 10.7,
"Test Wt.": 55.4,
"Yield": 88.2,
"Adj Yield": 88.2
}
},
{
"rank": 23,
"brand": "AgriGold",
"product": "G3552XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 12.0,
"Test Wt.": 53.7,
"Yield": 86.8,
"Adj Yield": 86.8
}
},
{
"rank": 24,
"brand": "Pioneer",
"product": "P38Z63",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.5,
"Test Wt.": 54.2,
"Yield": 86.7,
"Adj Yield": 86.7
}
},
{
"rank": 25,
"brand": "AgriGold",
"product": "G3854E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.6,
"Test Wt.": 53.0,
"Yield": 85.9,
"Adj Yield": 85.9
}
},
{
"rank": 26,
"brand": "Revere",
"product": "X36-E54",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.2,
"Test Wt.": 54.8,
"Yield": 85.7,
"Adj Yield": 85.7
}
},
{
"rank": 27,
"brand": "AgriGold",
"product": "G4094XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 11.2,
"Test Wt.": 52.8,
"Yield": 85.4,
"Adj Yield": 85.4
}
},
{
"rank": 28,
"brand": "Xitavo",
"product": "XO3855E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.1,
"Test Wt.": 54.3,
"Yield": 83.6,
"Adj Yield": 83.6
}
},
{
"rank": 29,
"brand": "Xitavo",
"product": "XO4364E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 10.8,
"Test Wt.": 53.8,
"Yield": 83.3,
"Adj Yield": 83.3
}
},
{
"rank": 30,
"brand": "AgriGold",
"product": "G3724XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 11.6,
"Test Wt.": 54.8,
"Yield": 83.0,
"Adj Yield": 83.0
}
},
{
"rank": 31,
"brand": "AgriGold",
"product": "G3804XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 11.9,
"Test Wt.": 53.3,
"Yield": 82.1,
"Adj Yield": 82.1
}
},
{
"rank": 32,
"brand": "Pioneer",
"product": "P34A98E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.1,
"Test Wt.": 54.2,
"Yield": 81.8,
"Adj Yield": 81.8
}
},
{
"rank": 33,
"brand": "Revere",
"product": "3908XFS",
"traits": "XTENDFlex/STS",
"metrics": {
"Ck": null,
"H20": 10.6,
"Test Wt.": 54.4,
"Yield": 81.6,
"Adj Yield": 81.6
}
},
{
"rank": 34,
"brand": "Xitavo",
"product": "XO3655E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 11.4,
"Test Wt.": 54.3,
"Yield": 81.4,
"Adj Yield": 81.4
}
},
{
"rank": 35,
"brand": "Apex",
"product": "AE4341S",
"traits": "Enlist/STS",
"metrics": {
"Ck": null,
"H20": 10.9,
"Test Wt.": 54.5,
"Yield": 79.8,
"Adj Yield": 79.8
}
}
],
"n_results": 35,
"source_urls": [
"https://www.agrigold.com/soybeans/performance/soybean-yield-results/144577"
],
"fetched_at": "2026-05-27T02:24:56.809284+00:00",
"scraper_version": "0.1.0"
}
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