Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001021

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001023

distance 0.084

#2 · Sataracell 4940000960

distance 0.096

#3 · Sataracell 4940000498

distance 0.103

#4 · Ratnagiricell 4920003184

distance 0.125 · cross-district

#5 · Kolhapurcell 4800006487

distance 0.133 · cross-district

#6 · Sataracell 4940000961

distance 0.133

#7 · Sataracell 4940001022

distance 0.139

#8 · Sataracell 4940001020

distance 0.142

#9 · Ratnagiricell 4920003185

distance 0.144 · cross-district

#10 · Sataracell 4940000557

distance 0.144

#11 · Sataracell 4940001138

distance 0.145

#12 · Sataracell 4940000336

distance 0.145

#13 · Sataracell 4940001082

distance 0.145

#14 · Sataracell 4940000959

distance 0.153

#15 · Sataracell 4940000499

distance 0.153

#16 · Sataracell 4940002350

distance 0.16

#17 · Sataracell 4940003030

distance 0.162

#18 · Sataracell 4940000902

distance 0.163

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":4940001021}}}'

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.