Add university-extension variety trials: Illinois VT + Iowa ICPT + Ohio OCPT (+123 trial docs)

Independent third-party performance data — land-grant programs that test every
entered brand side-by-side with replication + LSD stats. This is the legitimate
way to get Pioneer / DEKALB / Brevant / Channel performance the corpus can't
scrape directly (data_type=trial, results[] shape; falls through the trial
chunker).

- illinois_vt_trials (30 docs, 1,392 rows) — U of Illinois VT. Per-region XLSX
  (openpyxl), corn + soy + WHEAT, 2024+2025. Rich per-site agronomic metadata;
  corn-following-corn vs -soybean kept distinct.
- iowa_icpt_trials (24 docs, 674 rows) — Iowa State ICPT. ASP.NET GridView
  (viewstate postback for year/district), corn + soy by district x season.
- ohio_ocpt_trials (69 docs, 4,647 rows) — OSU/CFAES OCPT. Report PDF
  (pdfplumber; per-site column groups split by header Yield-token count +
  x-coord footnote bucketing), corn + soy per site, 2024+2025.

91 distinct seed brands across the three; majors confirmed present in the
independent rankings: DEKALB 395, Golden Harvest 249, Channel 241, NK 212,
Xitavo 135, LG 103, Pioneer 88, Asgrow 59. (A brand only appears where it
ENTERED a given program — e.g. Brevant not in Iowa, DEKALB/Channel not in
Illinois — true negatives, not parse gaps.)

- rag/chunk.py: gated `include_region` on _render_gh_plot_chunk; the 3 university
  sources route through it so the region/district is in the embedded chunk +
  labeled "variety trial (cross-vendor, independent third-party)". Existing plot
  sources (gh/lg/agrigold/proharvest) unchanged.
- requirements.txt: openpyxl (Illinois XLSX; scrape-time only).
- sources.json + README/CLAUDE/lessons: registered + attributed; lessons
  trial-data + Pioneer entries updated (Pioneer/DEKALB performance now available
  indirectly via these trials).

Validation: all 123 chunk via rag.chunk.chunks_from_trial (0 errors), 0
out-of-range yields, 0 dup keys. Public land-grant data; attribution recorded in
each tos_note. CI rebuilds the index from the committed corpus.
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# Soybean yield trial — early maturity, OH (South, 2024)
- **Publisher:** Ohio Crop Performance Test (independent third-party, all brands)
- **Vendor:** The Ohio State University (CFAES extension)
- **Crop:** Soybean
- **Year:** 2024
- **Region:** South
- **Site:** early maturity
- **Source table:** TABLE 7: The 2024 Ohio Soybean Performance Trials, South Region - Early Varieties (RM 2.7-3.6)
- **Cooperator / sites:** S1=Preble Co.; S2=Clinton Co.
- **Source PDF:** https://ohiocroptest.cfaes.osu.edu/soy2024/2024OCJwithproteinandoil.pdf
- **Note:** © OSU on the report; explicit no-endorsement clause; public CFAES extension publication; attribute Ohio Corn/Soybean Performance Test, OSU CFAES.
---
## Results (by yield rank)
| Rank | Brand | Hybrid/Variety | Traits | RM | Yield S1 | Yield S2 | Yield |
|---|---|---|---|---|---|---|---|
| 1 | Seed Genetics Direct | ET-4736E3 | EN | 3.6 | 78.2 | 85.4 | 81.8 |
| 2 | Ebberts Field Seeds | E3690 E3 | EN | 3.6 | 77.1 | 86.5 | 81.8 |
| 3 | Xitavo | XO 3555E | EN | 3.5 | 80.3 | 82.2 | 81.3 |
| 4 | Asgrow | AG33XF3 | XF | 3.3 | 80.1 | 80.7 | 80.4 |
| 5 | Xitavo | XO 3014E | EN | 3 | 79.5 | 81.3 | 80.4 |
| 6 | Axis | 3314E | EN | 3.3 | 75.9 | 83.6 | 79.8 |
| 7 | Dyna-Gro Seed | S29ES45 | EN | 2.9 | 79.3 | 79.9 | 79.6 |
| 8 | Seed Consultants, Inc. | SC7355ETM | EN | 3.5 | 78.8 | 78.9 | 78.9 |
| 9 | Axis | 3624 EXP | EN | 3.6 | 71 | 86.4 | 78.7 |
| 10 | Ebberts Field Seeds | E3171 E3 | EN | 3.1 | 77.1 | 80.3 | 78.7 |
| 11 | Axis | 3324 EXP | XF | 3.3 | 77.9 | 78.5 | 78.2 |
| 12 | DonMario | DM36E94 | EN | 3.6 | 72.9 | 83.5 | 78.2 |
| 13 | Asgrow | AG30XF4 | XF | 3 | 76.6 | 78.7 | 77.7 |
| 14 | Ebberts Field Seeds | E3580 E3 | EN | 3.5 | 77.5 | 77.8 | 77.7 |
| 15 | Golden Harvest | GH3355E3S | EN, STS | 3.3 | 75.6 | 79.3 | 77.5 |
| 16 | Asgrow | AG27XF3 | XF | 2.7 | 76 | 77.9 | 77 |
| 17 | Axis | 3514ES* | EN | 3.5 | 74.3 | 79.5 | 76.9 |
| 18 | Xitavo | XO 3224E | EN | 3.2 | 76.2 | 77.5 | 76.9 |
| 19 | Asgrow | AG36XF4 | XF | 3.6 | 78.3 | 75.2 | 76.8 |
| 20 | Axis | 3605XF | XF | 3.6 | 81.2 | 72.3 | 76.8 |
| 21 | Seed Consultants, Inc. | SC7364ETM | EN | 3.6 | 77.2 | 75.8 | 76.5 |
| 22 | Axis | 3525E | EN | 3.5 | 72.1 | 80.7 | 76.4 |
| 23 | Ebberts Field Seeds | E3380 E3 | EN | 3.3 | 72.3 | 79.7 | 76 |
| 24 | Dyna-Gro Seed | S31EN14 | EN | 3.1 | 75.8 | 75.4 | 75.6 |
| 25 | Axis | 3514ES | EN | 3.5 | 72.4 | 78.6 | 75.5 |
| 26 | Seed Genetics Direct | ET-3733E3 | EN | 3.3 | 76.1 | 74.7 | 75.4 |
| 27 | Seed Genetics Direct | ET-4732E3 | EN | 3.2 | 73.8 | 76 | 74.9 |
| 28 | Xitavo | XO 3105E | EN | 3.1 | 75.2 | 73.7 | 74.5 |
| 29 | Xitavo | XO 3655E | EN | 3.6 | 71.4 | 77.2 | 74.3 |
| 30 | Xitavo | XO 3375E | EN | 3.3 | 74.5 | 74 | 74.3 |
| 31 | Benson Hill | BH35A231 | CV | 3.5 | 71.1 | 77 | 74.1 |
| 32 | Seed Consultants, Inc. | SC7332ETM | EN | 3.3 | 71.6 | 74.4 | 73 |
| 33 | Benson Hill | BH35A233 | CV | 3.5 | 72.1 | 73.8 | 73 |
| 34 | Seed Genetics Direct | ET-3735E3 | EN | 3.5 | 70.5 | 74.9 | 72.7 |
| 35 | Seed Genetics Direct | ET-0733E3 | EN | 3.3 | 71.3 | 74.1 | 72.7 |
| 36 | Benson Hill | N35D950S | CV | 3.5 | 69.4 | 72.6 | 71 |
| 37 | Seed Genetics Direct | ET-4734E3S | EN | 3.4 | 72 | 64.5 | 68.3 |
| 38 | NK Seeds | NK36-Q6E3S | EN | 3.6 | 65.4 | 71 | 68.2 |
| 39 | Benson Hill | BX36Q861 | CV | 3.6 | 62.3 | 65.2 | 63.8 |