Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000290

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001118

distance 0.183

#2 · Sataracell 4940001059

distance 0.183

#3 · Amravaticell 4680009885

distance 0.217 · cross-district

#4 · Kolhapurcell 4800002582

distance 0.22 · cross-district

#5 · Nashikcell 4870007458

distance 0.222 · cross-district

#6 · Amravaticell 4680009241

distance 0.232 · cross-district

#7 · Beedcell 4700006210

distance 0.235 · cross-district

#8 · Sataracell 4940001216

distance 0.237

#9 · Sataracell 4940000423

distance 0.238

#10 · Kolhapurcell 4800002630

distance 0.238 · cross-district

#11 · Sataracell 4940000174

distance 0.244

#12 · Amravaticell 4680009151

distance 0.248 · cross-district

#13 · Amravaticell 4680009637

distance 0.248 · cross-district

#14 · Amravaticell 4680009333

distance 0.249 · cross-district

#15 · Amravaticell 4680009955

distance 0.254 · cross-district

#16 · Kolhapurcell 4800002119

distance 0.255 · cross-district

#17 · Nashikcell 4870009603

distance 0.256 · cross-district

#18 · Kolhapurcell 4800002538

distance 0.258 · 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":4940000290}}}'

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.