Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003821

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003589

distance 0.163

#2 · Sataracell 4940003823

distance 0.173

#3 · Sataracell 4940002909

distance 0.198

#4 · Sataracell 4940002220

distance 0.2

#5 · Solapurcell 4960003912

distance 0.202 · cross-district

#6 · Sataracell 4940001616

distance 0.206

#7 · Solapurcell 4960002531

distance 0.216 · cross-district

#8 · Sanglicell 4930006997

distance 0.217 · cross-district

#9 · Sataracell 4940004780

distance 0.218

#10 · Sanglicell 4930006912

distance 0.218 · cross-district

#11 · Sanglicell 4930006966

distance 0.22 · cross-district

#12 · Sataracell 4940003480

distance 0.221

#13 · Sataracell 4940003817

distance 0.224

#14 · Sataracell 4940002462

distance 0.226

#15 · Sataracell 4940003247

distance 0.227

#16 · Sanglicell 4930006998

distance 0.227 · cross-district

#17 · Sataracell 4940001910

distance 0.227

#18 · Sataracell 4940002222

distance 0.228

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":4940003821}}}'

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.