Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000968

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000788

distance 0.15

#2 · Kolhapurcell 4800006454

distance 0.157 · cross-district

#3 · Sataracell 4940001139

distance 0.167

#4 · Sataracell 4940000390

distance 0.171

#5 · Kolhapurcell 4800006483

distance 0.195 · cross-district

#6 · Sataracell 4940000847

distance 0.204

#7 · Kolhapurcell 4800006460

distance 0.205 · cross-district

#8 · Sanglicell 4930004776

distance 0.207 · cross-district

#9 · Sataracell 4940000500

distance 0.212

#10 · Kolhapurcell 4800006455

distance 0.213 · cross-district

#11 · Sataracell 4940000898

distance 0.218

#12 · Sataracell 4940000970

distance 0.218

#13 · Kolhapurcell 4800006470

distance 0.22 · cross-district

#14 · Sataracell 4940000338

distance 0.22

#15 · Sataracell 4940000440

distance 0.221

#16 · Sanglicell 4930005042

distance 0.232 · cross-district

#17 · Sataracell 4940000676

distance 0.233

#18 · Sataracell 4940003606

distance 0.236

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":4940000968}}}'

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.