Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001358

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002720

distance 0.108

#2 · Sataracell 4940002053

distance 0.154

#3 · Sataracell 4940002842

distance 0.155

#4 · Sataracell 4940002843

distance 0.162

#5 · Sataracell 4940002841

distance 0.184

#6 · Sataracell 4940002838

distance 0.185

#7 · Sataracell 4940002948

distance 0.188

#8 · Sataracell 4940002380

distance 0.197

#9 · Sataracell 4940001356

distance 0.207

#10 · Sataracell 4940002721

distance 0.207

#11 · Sataracell 4940002723

distance 0.211

#12 · Kolhapurcell 4800002877

distance 0.213 · cross-district

#13 · Sataracell 4940003514

distance 0.213

#14 · Sataracell 4940002163

distance 0.22

#15 · Sataracell 4940002827

distance 0.221

#16 · Kolhapurcell 4800003002

distance 0.222 · cross-district

#17 · Kolhapurcell 4800002964

distance 0.223 · cross-district

#18 · Kolhapurcell 4800003262

distance 0.225 · 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":4940001358}}}'

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.