Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001345

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870012465

distance 0.257 · cross-district

#2 · Sataracell 4940003064

distance 0.266

#3 · Sataracell 4940001344

distance 0.279

#4 · Sataracell 4940002040

distance 0.282

#5 · Beedcell 4700003211

distance 0.292 · cross-district

#6 · Sataracell 4940002042

distance 0.294

#7 · Sataracell 4940003047

distance 0.316

#8 · Sataracell 4940001482

distance 0.319

#9 · Sataracell 4940001745

distance 0.321

#10 · Nashikcell 4870009712

distance 0.321 · cross-district

#11 · Ahmednagarcell 4660010816

distance 0.321 · cross-district

#12 · Sataracell 4940003278

distance 0.322

#13 · Nashikcell 4870009591

distance 0.323 · cross-district

#14 · Sataracell 4940003279

distance 0.327

#15 · Sanglicell 4930003516

distance 0.333 · cross-district

#16 · Sataracell 4940001850

distance 0.334

#17 · Beedcell 4700003383

distance 0.338 · cross-district

#18 · Beedcell 4700003555

distance 0.34 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001345}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.