Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000409

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000983

distance 0.088

#2 · Sataracell 4940000636

distance 0.122

#3 · Sataracell 4940000584

distance 0.136

#4 · Sataracell 4940001049

distance 0.151

#5 · Sataracell 4940000104

distance 0.152

#6 · Sataracell 4940000820

distance 0.156

#7 · Sataracell 4940000580

distance 0.159

#8 · Sataracell 4940000470

distance 0.161

#9 · Sataracell 4940000588

distance 0.166

#10 · Sataracell 4940000524

distance 0.167

#11 · Sataracell 4940000924

distance 0.172

#12 · Sataracell 4940000070

distance 0.173

#13 · Sataracell 4940000649

distance 0.174

#14 · Sataracell 4940000523

distance 0.174

#15 · Sataracell 4940000981

distance 0.18

#16 · Sataracell 4940000648

distance 0.184

#17 · Sataracell 4940001232

distance 0.185

#18 · Ahmednagarcell 4660005395

distance 0.185 · 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":4940000409}}}'

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.