Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001677

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001774

distance 0.167

#2 · Sataracell 4940002753

distance 0.171

#3 · Sataracell 4940003309

distance 0.176

#4 · Sataracell 4940003202

distance 0.182

#5 · Sataracell 4940001761

distance 0.203

#6 · Sataracell 4940002015

distance 0.216

#7 · Sataracell 4940003201

distance 0.219

#8 · Sataracell 4940002557

distance 0.232

#9 · Sataracell 4940003431

distance 0.236

#10 · Sataracell 4940003312

distance 0.237

#11 · Sanglicell 4930006589

distance 0.237 · cross-district

#12 · Sataracell 4940002118

distance 0.239

#13 · Sataracell 4940002674

distance 0.239

#14 · Sataracell 4940002442

distance 0.24

#15 · Sataracell 4940001433

distance 0.241

#16 · Sataracell 4940001912

distance 0.243

#17 · Sataracell 4940001714

distance 0.245

#18 · Sataracell 4940001306

distance 0.246

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":4940001677}}}'

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.