Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001913

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002790

distance 0.137

#2 · Sataracell 4940002789

distance 0.144

#3 · Sataracell 4940001814

distance 0.153

#4 · Sanglicell 4930006900

distance 0.157 · cross-district

#5 · Sataracell 4940001812

distance 0.157

#6 · Sataracell 4940003460

distance 0.158

#7 · Sataracell 4940001813

distance 0.161

#8 · Sataracell 4940002788

distance 0.162

#9 · Sataracell 4940002337

distance 0.163

#10 · Sataracell 4940001773

distance 0.187

#11 · Sataracell 4940003231

distance 0.194

#12 · Sataracell 4940003200

distance 0.194

#13 · Sataracell 4940001592

distance 0.195

#14 · Sanglicell 4930006931

distance 0.196 · cross-district

#15 · Sataracell 4940003346

distance 0.198

#16 · Sanglicell 4930006774

distance 0.199 · cross-district

#17 · Sataracell 4940003462

distance 0.199

#18 · Sataracell 4940001432

distance 0.201

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":4940001913}}}'

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.