Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000532

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001057

distance 0.148

#2 · Sataracell 4940000931

distance 0.177

#3 · Sataracell 4940000219

distance 0.18

#4 · Sataracell 4940000651

distance 0.18

#5 · Sataracell 4940000821

distance 0.181

#6 · Sataracell 4940000106

distance 0.181

#7 · Sataracell 4940000025

distance 0.186

#8 · Sataracell 4940000648

distance 0.189

#9 · Sataracell 4940000023

distance 0.191

#10 · Sataracell 4940000045

distance 0.199

#11 · Sataracell 4940000177

distance 0.199

#12 · Sataracell 4940000883

distance 0.203

#13 · Solapurcell 4960000104

distance 0.203 · cross-district

#14 · Sataracell 4940000138

distance 0.204

#15 · Sataracell 4940000998

distance 0.211

#16 · Sataracell 4940001221

distance 0.211

#17 · Sataracell 4940000930

distance 0.212

#18 · Sataracell 4940000536

distance 0.212

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":4940000532}}}'

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.