Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008921

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008710

distance 0.156

#2 · Sataracell 4940008565

distance 0.187

#3 · Sataracell 4940007129

distance 0.203

#4 · Ahmednagarcell 4660010994

distance 0.225 · cross-district

#5 · Sataracell 4940008564

distance 0.228

#6 · Sataracell 4940008633

distance 0.233

#7 · Sataracell 4940008561

distance 0.235

#8 · Sataracell 4940007656

distance 0.24

#9 · Ahmednagarcell 4660012719

distance 0.24 · cross-district

#10 · Nashikcell 4870000288

distance 0.249 · cross-district

#11 · Ahmednagarcell 4660009677

distance 0.251 · cross-district

#12 · Sataracell 4940008866

distance 0.252

#13 · Sataracell 4940008646

distance 0.252

#14 · Sataracell 4940008627

distance 0.254

#15 · Nashikcell 4870000287

distance 0.258 · cross-district

#16 · Ahmednagarcell 4660010003

distance 0.258 · cross-district

#17 · Sataracell 4940008816

distance 0.262

#18 · Ahmednagarcell 4660012124

distance 0.262 · 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":4940008921}}}'

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.