Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000580

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000636

distance 0.111

#2 · Sataracell 4940000648

distance 0.117

#3 · Sataracell 4940000104

distance 0.126

#4 · Sataracell 4940000021

distance 0.155

#5 · Sataracell 4940000584

distance 0.157

#6 · Sataracell 4940000409

distance 0.159

#7 · Sataracell 4940000983

distance 0.166

#8 · Sataracell 4940001121

distance 0.167

#9 · Sataracell 4940001171

distance 0.17

#10 · Sataracell 4940005478

distance 0.171

#11 · Sataracell 4940003873

distance 0.172

#12 · Sataracell 4940001232

distance 0.177

#13 · Sataracell 4940000931

distance 0.178

#14 · Sataracell 4940003994

distance 0.18

#15 · Sataracell 4940004839

distance 0.18

#16 · Sataracell 4940006485

distance 0.181

#17 · Kolhapurcell 4800002574

distance 0.183 · cross-district

#18 · Sataracell 4940000137

distance 0.186

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":4940000580}}}'

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.