Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000287

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000621

distance 0.136

#2 · Kolhapurcell 4800006442

distance 0.136 · cross-district

#3 · Kolhapurcell 4800006444

distance 0.139 · cross-district

#4 · Kolhapurcell 4800006445

distance 0.145 · cross-district

#5 · Sataracell 4940000969

distance 0.146

#6 · Kolhapurcell 4800006446

distance 0.155 · cross-district

#7 · Kolhapurcell 4800006460

distance 0.155 · cross-district

#8 · Ratnagiricell 4920002985

distance 0.158 · cross-district

#9 · Kolhapurcell 4800006461

distance 0.159 · cross-district

#10 · Kolhapurcell 4800006443

distance 0.162 · cross-district

#11 · Sataracell 4940000963

distance 0.163

#12 · Kolhapurcell 4800006463

distance 0.166 · cross-district

#13 · Kolhapurcell 4800006477

distance 0.168 · cross-district

#14 · Sanglicell 4930005167

distance 0.168 · cross-district

#15 · Sataracell 4940000791

distance 0.175

#16 · Ratnagiricell 4920002852

distance 0.183 · cross-district

#17 · Sataracell 4940000558

distance 0.186

#18 · Sataracell 4940000730

distance 0.188

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":4940000287}}}'

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.