Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000309

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000991

distance 0.186

#2 · Sataracell 4940000174

distance 0.209

#3 · Sataracell 4940000923

distance 0.219

#4 · Sanglicell 4930004306

distance 0.222 · cross-district

#5 · Sataracell 4940000313

distance 0.232

#6 · Sataracell 4940000472

distance 0.236

#7 · Sataracell 4940000263

distance 0.236

#8 · Sataracell 4940006967

distance 0.238

#9 · Ahmednagarcell 4660004454

distance 0.239 · cross-district

#10 · Sanglicell 4930004137

distance 0.243 · cross-district

#11 · Ahmednagarcell 4660004543

distance 0.243 · cross-district

#12 · Sataracell 4940000172

distance 0.246

#13 · Sataracell 4940001216

distance 0.247

#14 · Chhatrapati Sambhajinagarcell 4690001367

distance 0.247 · cross-district

#15 · Sataracell 4940007180

distance 0.253

#16 · Beedcell 4700005500

distance 0.254 · cross-district

#17 · Ahmednagarcell 4660012876

distance 0.254 · cross-district

#18 · Sanglicell 4930005802

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":4940000309}}}'

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.