Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008741

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008584

distance 0.116

#2 · Punecell 4900001009

distance 0.145 · cross-district

#3 · Sataracell 4940008673

distance 0.147

#4 · Sataracell 4940007996

distance 0.148

#5 · Sataracell 4940008103

distance 0.149

#6 · Sataracell 4940008497

distance 0.151

#7 · Sataracell 4940008738

distance 0.152

#8 · Sataracell 4940008739

distance 0.154

#9 · Sataracell 4940007171

distance 0.156

#10 · Sataracell 4940008132

distance 0.175

#11 · Sataracell 4940007990

distance 0.176

#12 · Sataracell 4940008798

distance 0.179

#13 · Punecell 4900001052

distance 0.179 · cross-district

#14 · Punecell 4900000789

distance 0.18 · cross-district

#15 · Sataracell 4940008444

distance 0.182

#16 · Sataracell 4940008445

distance 0.183

#17 · Sataracell 4940007261

distance 0.184

#18 · Sataracell 4940008338

distance 0.184

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":4940008741}}}'

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.