Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001694

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003334

distance 0.179

#2 · Sataracell 4940001887

distance 0.183

#3 · Sataracell 4940006732

distance 0.191

#4 · Sataracell 4940003101

distance 0.195

#5 · Sataracell 4940002765

distance 0.196

#6 · Sataracell 4940002890

distance 0.199

#7 · Sataracell 4940006114

distance 0.202

#8 · Sataracell 4940005490

distance 0.208

#9 · Sataracell 4940006730

distance 0.21

#10 · Sataracell 4940006321

distance 0.21

#11 · Sataracell 4940001701

distance 0.211

#12 · Sanglicell 4930001243

distance 0.213 · cross-district

#13 · Sanglicell 4930002500

distance 0.214 · cross-district

#14 · Sataracell 4940001700

distance 0.215

#15 · Sataracell 4940004167

distance 0.218

#16 · Sataracell 4940002538

distance 0.223

#17 · Sataracell 4940002418

distance 0.227

#18 · Sataracell 4940004152

distance 0.228

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":4940001694}}}'

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.