Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000109

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000077

distance 0.172

#2 · Sanglicell 4930002161

distance 0.19 · cross-district

#3 · Sataracell 4940000083

distance 0.195

#4 · Sataracell 4940001248

distance 0.215

#5 · Sataracell 4940000108

distance 0.217

#6 · Sataracell 4940000314

distance 0.224

#7 · Sanglicell 4930003540

distance 0.226 · cross-district

#8 · Sanglicell 4930003365

distance 0.228 · cross-district

#9 · Sanglicell 4930005519

distance 0.235 · cross-district

#10 · Sanglicell 4930004505

distance 0.235 · cross-district

#11 · Sanglicell 4930002340

distance 0.237 · cross-district

#12 · Sanglicell 4930002009

distance 0.242 · cross-district

#13 · Sanglicell 4930004189

distance 0.243 · cross-district

#14 · Sanglicell 4930003188

distance 0.251 · cross-district

#15 · Nagpurcell 4840007825

distance 0.252 · cross-district

#16 · Sanglicell 4930004645

distance 0.254 · cross-district

#17 · Sanglicell 4930003542

distance 0.255 · cross-district

#18 · Sanglicell 4930002678

distance 0.255 · 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":4940000109}}}'

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.