Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000333

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

0.025

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000384

distance 0.025

#2 · Sataracell 4940000497

distance 0.035

#3 · Sataracell 4940000613

distance 0.041

#4 · Sataracell 4940000438

distance 0.045

#5 · Kolhapurcell 4800006457

distance 0.103 · cross-district

#6 · Sataracell 4940000496

distance 0.103

#7 · Sataracell 4940000556

distance 0.106

#8 · Sataracell 4940001081

distance 0.107

#9 · Ratnagiricell 4920003130

distance 0.121 · cross-district

#10 · Kolhapurcell 4800006439

distance 0.121 · cross-district

#11 · Sanglicell 4930005169

distance 0.122 · cross-district

#12 · Kolhapurcell 4800006486

distance 0.128 · cross-district

#13 · Sataracell 4940001080

distance 0.133

#14 · Ratnagiricell 4920003079

distance 0.134 · cross-district

#15 · Ratnagiricell 4920003129

distance 0.135 · cross-district

#16 · Sataracell 4940000442

distance 0.135

#17 · Sataracell 4940000728

distance 0.137

#18 · Sataracell 4940001140

distance 0.14

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":4940000333}}}'

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.