Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000438

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.041

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000384

distance 0.041

#2 · Sataracell 4940000333

distance 0.045

#3 · Sataracell 4940000613

distance 0.053

#4 · Sataracell 4940000497

distance 0.058

#5 · Sataracell 4940000556

distance 0.072

#6 · Sataracell 4940001081

distance 0.083

#7 · Sataracell 4940000496

distance 0.084

#8 · Kolhapurcell 4800006439

distance 0.098 · cross-district

#9 · Sataracell 4940000728

distance 0.103

#10 · Sataracell 4940000442

distance 0.105

#11 · Sataracell 4940000559

distance 0.111

#12 · Ratnagiricell 4920003079

distance 0.118 · cross-district

#13 · Kolhapurcell 4800006474

distance 0.119 · cross-district

#14 · Ratnagiricell 4920003129

distance 0.12 · cross-district

#15 · Sataracell 4940000669

distance 0.123

#16 · Sataracell 4940000612

distance 0.128

#17 · Ratnagiricell 4920003130

distance 0.129 · cross-district

#18 · Sataracell 4940001080

distance 0.132

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":4940000438}}}'

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.