Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001490

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001849

distance 0.191

#2 · Sataracell 4940001954

distance 0.203

#3 · Sataracell 4940001294

distance 0.205

#4 · Sataracell 4940001417

distance 0.232

#5 · Sataracell 4940003746

distance 0.243

#6 · Sataracell 4940003170

distance 0.246

#7 · Sataracell 4940001658

distance 0.248

#8 · Kolhapurcell 4800002926

distance 0.248 · cross-district

#9 · Sataracell 4940001357

distance 0.253

#10 · Sataracell 4940002602

distance 0.261

#11 · Kolhapurcell 4800003712

distance 0.265 · cross-district

#12 · Sataracell 4940001340

distance 0.267

#13 · Sataracell 4940002153

distance 0.267

#14 · Sataracell 4940002057

distance 0.269

#15 · Sataracell 4940002263

distance 0.276

#16 · Sataracell 4940002259

distance 0.277

#17 · Kolhapurcell 4800003009

distance 0.277 · cross-district

#18 · Sataracell 4940001410

distance 0.287

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":4940001490}}}'

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.