Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001190

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006098

distance 0.164 · cross-district

#2 · Sataracell 4940000283

distance 0.226

#3 · Ahmednagarcell 4660013219

distance 0.232 · cross-district

#4 · Jalgaoncell 4780009681

distance 0.239 · cross-district

#5 · Solapurcell 4960006216

distance 0.243 · cross-district

#6 · Sataracell 4940001374

distance 0.247

#7 · Sataracell 4940005664

distance 0.249

#8 · Sataracell 4940006645

distance 0.255

#9 · Sataracell 4940003231

distance 0.261

#10 · Sataracell 4940005873

distance 0.27

#11 · Ahmednagarcell 4660006644

distance 0.272 · cross-district

#12 · Sataracell 4940001194

distance 0.276

#13 · Sataracell 4940000305

distance 0.282

#14 · Ahmednagarcell 4660012871

distance 0.286 · cross-district

#15 · Sanglicell 4930001668

distance 0.297 · cross-district

#16 · Sataracell 4940003578

distance 0.299

#17 · Sataracell 4940001078

distance 0.309

#18 · Sanglicell 4930006722

distance 0.314 · 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":4940001190}}}'

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.