Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000767

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000768

distance 0.171

#2 · Sataracell 4940000120

distance 0.198

#3 · Chhatrapati Sambhajinagarcell 4690002235

distance 0.198 · cross-district

#4 · Sataracell 4940000313

distance 0.212

#5 · Sataracell 4940000371

distance 0.217

#6 · Sanglicell 4930004038

distance 0.219 · cross-district

#7 · Sataracell 4940000709

distance 0.221

#8 · Dharashivcell 4880000212

distance 0.222 · cross-district

#9 · Sataracell 4940000491

distance 0.223

#10 · Sanglicell 4930006543

distance 0.23 · cross-district

#11 · Sanglicell 4930006075

distance 0.234 · cross-district

#12 · Sataracell 4940000991

distance 0.238

#13 · Sanglicell 4930005764

distance 0.242 · cross-district

#14 · Ahmednagarcell 4660009017

distance 0.242 · cross-district

#15 · Sataracell 4940000551

distance 0.243

#16 · Chhatrapati Sambhajinagarcell 4690002123

distance 0.244 · cross-district

#17 · Sanglicell 4930004039

distance 0.244 · cross-district

#18 · Sataracell 4940000595

distance 0.245

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":4940000767}}}'

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.