Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000013

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006425

distance 0.169 · cross-district

#2 · Sanglicell 4930003689

distance 0.172 · cross-district

#3 · Sanglicell 4930002314

distance 0.174 · cross-district

#4 · Sanglicell 4930002646

distance 0.178 · cross-district

#5 · Kolhapurcell 4800006079

distance 0.18 · cross-district

#6 · Kolhapurcell 4800006369

distance 0.181 · cross-district

#7 · Sanglicell 4930002816

distance 0.181 · cross-district

#8 · Kolhapurcell 4800006129

distance 0.181 · cross-district

#9 · Sanglicell 4930002651

distance 0.186 · cross-district

#10 · Sanglicell 4930002316

distance 0.189 · cross-district

#11 · Sanglicell 4930000992

distance 0.19 · cross-district

#12 · Kolhapurcell 4800005872

distance 0.19 · cross-district

#13 · Sanglicell 4930003332

distance 0.191 · cross-district

#14 · Kolhapurcell 4800005934

distance 0.192 · cross-district

#15 · Sanglicell 4930003335

distance 0.195 · cross-district

#16 · Kolhapurcell 4800006326

distance 0.196 · cross-district

#17 · Sanglicell 4930002656

distance 0.196 · cross-district

#18 · Kolhapurcell 4800006038

distance 0.199 · 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":4940000013}}}'

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.