Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001657

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001564

distance 0.093

#2 · Sataracell 4940001571

distance 0.169

#3 · Sataracell 4940001572

distance 0.2

#4 · Sataracell 4940001489

distance 0.208

#5 · Kolhapurcell 4800002690

distance 0.212 · cross-district

#6 · Sataracell 4940001412

distance 0.212

#7 · Kolhapurcell 4800002925

distance 0.215 · cross-district

#8 · Kolhapurcell 4800003088

distance 0.218 · cross-district

#9 · Kolhapurcell 4800002692

distance 0.221 · cross-district

#10 · Beedcell 4700006542

distance 0.228 · cross-district

#11 · Beedcell 4700007131

distance 0.228 · cross-district

#12 · Sataracell 4940001570

distance 0.233

#13 · Sataracell 4940002720

distance 0.237

#14 · Solapurcell 4960012324

distance 0.238 · cross-district

#15 · Kolhapurcell 4800002744

distance 0.242 · cross-district

#16 · Ahmednagarcell 4660001195

distance 0.247 · cross-district

#17 · Nandedcell 4850007512

distance 0.247 · cross-district

#18 · Beedcell 4700005801

distance 0.249 · 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":4940001657}}}'

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.