Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003521

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002155

distance 0.107

#2 · Sataracell 4940003637

distance 0.172

#3 · Sataracell 4940003512

distance 0.199

#4 · Sataracell 4940002154

distance 0.226

#5 · Kolhapurcell 4800003427

distance 0.229 · cross-district

#6 · Nandedcell 4850006704

distance 0.234 · cross-district

#7 · Ahmednagarcell 4660005291

distance 0.245 · cross-district

#8 · Sataracell 4940002051

distance 0.246

#9 · Nandedcell 4850007565

distance 0.246 · cross-district

#10 · Beedcell 4700006660

distance 0.247 · cross-district

#11 · Nandedcell 4850006555

distance 0.247 · cross-district

#12 · Nandedcell 4850007156

distance 0.249 · cross-district

#13 · Sataracell 4940003290

distance 0.249

#14 · Sataracell 4940003175

distance 0.249

#15 · Sataracell 4940002160

distance 0.249

#16 · Kolhapurcell 4800003584

distance 0.251 · cross-district

#17 · Nandedcell 4850006873

distance 0.252 · cross-district

#18 · Beedcell 4700007775

distance 0.252 · 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":4940003521}}}'

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.