Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000417

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 4940000473

distance 0.103

#2 · Sataracell 4940001168

distance 0.131

#3 · Sataracell 4940000700

distance 0.157

#4 · Sataracell 4940000364

distance 0.158

#5 · Sataracell 4940000631

distance 0.185

#6 · Sataracell 4940001102

distance 0.202

#7 · Sataracell 4940000818

distance 0.206

#8 · Sataracell 4940001060

distance 0.211

#9 · Sataracell 4940000764

distance 0.215

#10 · Sataracell 4940000747

distance 0.215

#11 · Sataracell 4940000398

distance 0.223

#12 · Sataracell 4940000638

distance 0.227

#13 · Amravaticell 4680008973

distance 0.229 · cross-district

#14 · Sataracell 4940001177

distance 0.23

#15 · Sataracell 4940005701

distance 0.231

#16 · Ahmednagarcell 4660008832

distance 0.232 · cross-district

#17 · Sataracell 4940000297

distance 0.232

#18 · Ahmednagarcell 4660006287

distance 0.232 · 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":4940000417}}}'

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.