Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000153

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006408

distance 0.179 · cross-district

#2 · Sataracell 4940000666

distance 0.191

#3 · Sanglicell 4930004039

distance 0.195 · cross-district

#4 · Sanglicell 4930004493

distance 0.196 · cross-district

#5 · Sanglicell 4930004076

distance 0.199 · cross-district

#6 · Sataracell 4940000478

distance 0.2

#7 · Sataracell 4940000723

distance 0.204

#8 · Kolhapurcell 4800005390

distance 0.208 · cross-district

#9 · Sanglicell 4930003706

distance 0.209 · cross-district

#10 · Sataracell 4940000713

distance 0.211

#11 · Sanglicell 4930004203

distance 0.213 · cross-district

#12 · Sanglicell 4930004378

distance 0.216 · cross-district

#13 · Sataracell 4940000542

distance 0.219

#14 · Sataracell 4940001132

distance 0.22

#15 · Nashikcell 4870004416

distance 0.223 · cross-district

#16 · Sataracell 4940001122

distance 0.226

#17 · Nashikcell 4870003981

distance 0.228 · cross-district

#18 · Sanglicell 4930004937

distance 0.23 · 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":4940000153}}}'

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.