Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001162

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001104

distance 0.269

#2 · Sataracell 4940000763

distance 0.277

#3 · Nashikcell 4870008179

distance 0.294 · cross-district

#4 · Sataracell 4940000875

distance 0.302

#5 · Nashikcell 4870007039

distance 0.307 · cross-district

#6 · Nagpurcell 4840007283

distance 0.317 · cross-district

#7 · Solapurcell 4960009404

distance 0.319 · cross-district

#8 · Nagpurcell 4840007491

distance 0.321 · cross-district

#9 · Sataracell 4940000069

distance 0.322

#10 · Nagpurcell 4840007287

distance 0.324 · cross-district

#11 · Sataracell 4940000479

distance 0.325

#12 · Nashikcell 4870006727

distance 0.326 · cross-district

#13 · Sanglicell 4930005225

distance 0.326 · cross-district

#14 · Beedcell 4700004232

distance 0.326 · cross-district

#15 · Solapurcell 4960012226

distance 0.327 · cross-district

#16 · Solapurcell 4960009617

distance 0.327 · cross-district

#17 · Akolacell 4670002054

distance 0.328 · cross-district

#18 · Nashikcell 4870006735

distance 0.329 · 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":4940001162}}}'

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.