Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004101

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005214

distance 0.103

#2 · Sataracell 4940005210

distance 0.128

#3 · Sataracell 4940006481

distance 0.187

#4 · Sataracell 4940004950

distance 0.199

#5 · Nashikcell 4870001920

distance 0.203 · cross-district

#6 · Sataracell 4940004096

distance 0.214

#7 · Sataracell 4940005598

distance 0.217

#8 · Nashikcell 4870002171

distance 0.218 · cross-district

#9 · Sataracell 4940005079

distance 0.223

#10 · Sataracell 4940008834

distance 0.225

#11 · Sataracell 4940004709

distance 0.233

#12 · Solapurcell 4960004668

distance 0.235 · cross-district

#13 · Sataracell 4940006590

distance 0.236

#14 · Nashikcell 4870003218

distance 0.247 · cross-district

#15 · Sataracell 4940005587

distance 0.248

#16 · Solapurcell 4960007929

distance 0.25 · cross-district

#17 · Sataracell 4940004957

distance 0.25

#18 · Sataracell 4940004588

distance 0.251

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":4940004101}}}'

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.