Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000342

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000289

distance 0.228

#2 · Sataracell 4940000341

distance 0.238

#3 · Sataracell 4940003614

distance 0.243

#4 · Sataracell 4940001092

distance 0.251

#5 · Chhatrapati Sambhajinagarcell 4690004830

distance 0.257 · cross-district

#6 · Sataracell 4940001636

distance 0.277

#7 · Kolhapurcell 4800005104

distance 0.282 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003917

distance 0.285 · cross-district

#9 · Washimcell 4990002363

distance 0.289 · cross-district

#10 · Kolhapurcell 4800002252

distance 0.29 · cross-district

#11 · Amravaticell 4680008566

distance 0.29 · cross-district

#12 · Beedcell 4700006211

distance 0.291 · cross-district

#13 · Sataracell 4940000574

distance 0.294

#14 · Chhatrapati Sambhajinagarcell 4690004383

distance 0.294 · cross-district

#15 · Sataracell 4940000288

distance 0.294

#16 · Sanglicell 4930004918

distance 0.295 · cross-district

#17 · Nashikcell 4870000013

distance 0.295 · cross-district

#18 · Sataracell 4940005353

distance 0.295

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":4940000342}}}'

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.