Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000500

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

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000676

distance 0.047

#2 · Sataracell 4940000899

distance 0.064

#3 · Sanglicell 4930005042

distance 0.075 · cross-district

#4 · Sataracell 4940000387

distance 0.082

#5 · Sataracell 4940000440

distance 0.084

#6 · Sataracell 4940000729

distance 0.11

#7 · Sataracell 4940000901

distance 0.112

#8 · Kolhapurcell 4800006485

distance 0.114 · cross-district

#9 · Kolhapurcell 4800006477

distance 0.118 · cross-district

#10 · Sataracell 4940000970

distance 0.12

#11 · Kolhapurcell 4800006441

distance 0.124 · cross-district

#12 · Sanglicell 4930005043

distance 0.129 · cross-district

#13 · Sataracell 4940000727

distance 0.135

#14 · Kolhapurcell 4800006438

distance 0.141 · cross-district

#15 · Sataracell 4940000786

distance 0.144

#16 · Sataracell 4940000670

distance 0.145

#17 · Sataracell 4940001139

distance 0.148

#18 · Ratnagiricell 4920003186

distance 0.148 · 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":4940000500}}}'

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.