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seed-mcp/corpus/agrigold_plot_reports/agpr-soybeans-2024-142713.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-2024-142713",
"data_type": "trial",
"vendor": "AgReliant Genetics",
"brand": "AgriGold",
"crop": "soybeans",
"state": "IA",
"state_abbrev": "ia",
"city": "Davenport",
"county": "Scott",
"year": 2024,
"plot_id": "142713",
"cooperator": "Zach Bangert",
"plot_average": 103.75,
"planted_date": "2024-05-06",
"harvested_date": "2024-10-04",
"population_seeds_per_acre": 140000,
"row_width": "15.0\"",
"num_rows": 10,
"soil_type": "Silty Clay Loam",
"tillage": "Minimum",
"previous_crop": "Corn",
"irrigation": "None",
"fungicide": "N/A",
"herbicide": "N/A",
"insecticide": "N/A",
"results": [
{
"rank": 22,
"brand": "AgriGold",
"product": "G2450XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.1,
"Test Wt.": 60.5,
"Yield": 95.6,
"Adj Yield": 95.6
}
},
{
"rank": 1,
"brand": "AgriGold",
"product": "G2574XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.0,
"Test Wt.": 60.0,
"Yield": 114.1,
"Adj Yield": 114.1
}
},
{
"rank": 11,
"brand": "AgriGold",
"product": "G2601E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.4,
"Test Wt.": 57.9,
"Yield": 104.4,
"Adj Yield": 104.4
}
},
{
"rank": 19,
"brand": "AgriGold",
"product": "27K10E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.1,
"Test Wt.": 59.4,
"Yield": 98.1,
"Adj Yield": 98.1
}
},
{
"rank": 4,
"brand": "Asgrow",
"product": "AG27XF3",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.3,
"Test Wt.": 57.5,
"Yield": 108.7,
"Adj Yield": 108.7
}
},
{
"rank": 19,
"brand": "Asgrow",
"product": "AG28XF3",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.1,
"Test Wt.": 56.8,
"Yield": 98.1,
"Adj Yield": 98.1
}
},
{
"rank": 3,
"brand": "Asgrow",
"product": "AG29XF5",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.4,
"Test Wt.": 57.1,
"Yield": 111.0,
"Adj Yield": 111.0
}
},
{
"rank": 13,
"brand": "Brevant Seeds",
"product": "B294EE",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.6,
"Test Wt.": 56.7,
"Yield": 103.3,
"Adj Yield": 103.3
}
},
{
"rank": 5,
"brand": "AgriGold",
"product": "G2893E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.6,
"Test Wt.": 56.4,
"Yield": 108.3,
"Adj Yield": 108.3
}
},
{
"rank": 9,
"brand": "Alloy",
"product": "A29E35",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.6,
"Test Wt.": 58.9,
"Yield": 105.0,
"Adj Yield": 105.0
}
},
{
"rank": 18,
"brand": "AgriGold",
"product": "G2950XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.8,
"Test Wt.": 58.0,
"Yield": 99.8,
"Adj Yield": 99.8
}
},
{
"rank": 9,
"brand": "Croplan",
"product": "CP2920E",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.6,
"Test Wt.": 57.4,
"Yield": 105.0,
"Adj Yield": 105.0
}
},
{
"rank": 17,
"brand": "NK Brand",
"product": "NK30-B2E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.4,
"Yield": 101.6,
"Adj Yield": 101.6
}
},
{
"rank": 7,
"brand": "AgriGold",
"product": "G3051E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.5,
"Yield": 105.7,
"Adj Yield": 105.7
}
},
{
"rank": 16,
"brand": "AgriGold",
"product": "G3144XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 10.0,
"Test Wt.": 56.8,
"Yield": 102.9,
"Adj Yield": 102.9
}
},
{
"rank": 21,
"brand": "Asgrow",
"product": "AG31XF5",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.5,
"Yield": 95.8,
"Adj Yield": 95.8
}
},
{
"rank": 2,
"brand": "AgriGold",
"product": "31K14E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.5,
"Yield": 113.1,
"Adj Yield": 113.1
}
},
{
"rank": 14,
"brand": "AgriGold",
"product": "G3279E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.1,
"Yield": 103.2,
"Adj Yield": 103.2
}
},
{
"rank": 7,
"brand": "Asgrow",
"product": "AG33XF3",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.7,
"Test Wt.": 56.4,
"Yield": 105.7,
"Adj Yield": 105.7
}
},
{
"rank": 6,
"brand": "AgriGold",
"product": "G3334XF",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 9.5,
"Test Wt.": 56.4,
"Yield": 107.6,
"Adj Yield": 107.6
}
},
{
"rank": 23,
"brand": "Alloy",
"product": "A33E34",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.5,
"Test Wt.": 56.6,
"Yield": 92.7,
"Adj Yield": 92.7
}
},
{
"rank": 12,
"brand": "AgriGold",
"product": "G3404E3",
"traits": "Enlist E3",
"metrics": {
"Ck": null,
"H20": 9.5,
"Test Wt.": 58.3,
"Yield": 103.5,
"Adj Yield": 103.5
}
},
{
"rank": 15,
"brand": "Asgrow",
"product": "AG35XF5",
"traits": "XTENDFlex",
"metrics": {
"Ck": null,
"H20": 10.5,
"Test Wt.": 56.0,
"Yield": 103.1,
"Adj Yield": 103.1
}
}
],
"n_results": 23,
"source_urls": [
"https://www.agrigold.com/soybeans/performance/soybean-yield-results/142713"
],
"fetched_at": "2026-05-27T02:24:28.810769+00:00",
"scraper_version": "0.1.0"
}
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