Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005939

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006476

distance 0.179

#2 · Sataracell 4940005223

distance 0.18

#3 · Sataracell 4940004833

distance 0.191

#4 · Sataracell 4940006682

distance 0.197

#5 · Sataracell 4940006254

distance 0.203

#6 · Sataracell 4940004835

distance 0.207

#7 · Sataracell 4940006480

distance 0.209

#8 · Sataracell 4940007826

distance 0.217

#9 · Sataracell 4940006377

distance 0.231

#10 · Sataracell 4940006144

distance 0.241

#11 · Sataracell 4940003857

distance 0.243

#12 · Sataracell 4940006156

distance 0.243

#13 · Sataracell 4940005709

distance 0.246

#14 · Kolhapurcell 4800003476

distance 0.247 · cross-district

#15 · Sataracell 4940007926

distance 0.25

#16 · Sataracell 4940006694

distance 0.251

#17 · Kolhapurcell 4800000550

distance 0.252 · cross-district

#18 · Kolhapurcell 4800003043

distance 0.252 · 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":4940005939}}}'

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.