Neuruh · Evaluation · live_sdf split

Parcel Reality
Live

Real recorded sales from Indiana Sales Disclosure Forms in the counties on the Michigan line, dated on or after 2026-06-01. Gold labels are the county assessor's own validation decision and the recorded price. A model trained before the freeze date cannot have seen these answers.

Real sales150
Freeze2026-06-01
Solvers ranked3
Signed receipts454

Leaderboard

Composite = 40% subject-validity skill · 30% comp-validity skill · 30% valuation. Skill is Youden's J (true-positive rate + true-negative rate − 1): calling every sale valid, or every sale invalid, scores 0. Raw accuracy is shown beside it so you can see why. Valuation is scored only on sales the assessor ruled valid, the only ones whose price is ground truth.

#SolverCompositeValidity skillRaw accuracy Comp skillValuationMedian errorParse
01baseline:rulesbaseline24.027.451.317.026.625.1%100%
02baseline:majoritybaseline10.00.069.30.033.320.7%100%
03baseline:naivebaseline0.00.030.70.00.09526.2%100%

What the model sees

The sale as filed with the state: form field names, the price in the state's implied-cents layout, assessed values, checkboxes, buyer and seller mailing city and state, and up to six earlier sales from the same assessor neighborhood. Names are replaced token-by-token with keyed pseudonyms (a shared surname stays shared, so related-party signals survive), street lines are dropped, and the assessor's verdict, reason text, and validator name are removed. The underlying records are public; nothing here is secret, and anyone can rebuild the split from the source file.

Method & limits

One split, 150 items, freeze 2026-06-01. Of the counties requested, Elkhart and Steuben had no rows in this release, so items come from LaPorte, St. Joseph and LaGrange. Assessor validation is a human judgment, not ground truth in the absolute sense; it is the label the county actually used. The rules baseline reads only form checkboxes. Rebuilds after a new freeze date produce a new split with a new hash; old scores stay on the old split.

Provenance

Freeze date (sales on/after)2026-06-01
Latest sale in split2026-08-21
Counties requestedElkhart, LaGrange, LaPorte, St. Joseph, Steuben
Items150
Assessor-valid share0.307
Sourcehttps://www.stats.indiana.edu/topic/sdf.asp
Source fileSDF_2026_20260922.zip
Source sha2569ba9f8eb6ff73161b03f393768dd24906fc02c481e07a562a1e1129065d4f849
Items sha2569aa0b50c8df06cf9b3e7878afcb6d0b37938c3f367efa66bba80a04a309851e4
Key sha256689bce11f454af0947b1b3335a8548e743d0b821cf4eb1fb64a81cbeed552e79
Live ledger head0008f25e1b0414c20f51886f7605454e4bce7245f4a118af385970beef4e2b3b
Live receipts454
python3 -m prbench.live verify     # recompute every hash + re-score every stored response