Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005329

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005187

distance 0.275

#2 · Sataracell 4940005437

distance 0.282

#3 · Sataracell 4940004197

distance 0.288

#4 · Sataracell 4940006241

distance 0.292

#5 · Sataracell 4940005444

distance 0.297

#6 · Sataracell 4940005552

distance 0.298

#7 · Sataracell 4940006459

distance 0.3

#8 · Sataracell 4940004196

distance 0.302

#9 · Sataracell 4940005807

distance 0.302

#10 · Sataracell 4940005916

distance 0.303

#11 · Sataracell 4940006467

distance 0.307

#12 · Sataracell 4940005181

distance 0.307

#13 · Sataracell 4940006141

distance 0.307

#14 · Sataracell 4940005808

distance 0.307

#15 · Sataracell 4940004077

distance 0.31

#16 · Sataracell 4940004555

distance 0.31

#17 · Sataracell 4940004082

distance 0.311

#18 · Sataracell 4940004090

distance 0.311

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":4940005329}}}'

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.