Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003501

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003736

distance 0.249

#2 · Sataracell 4940003386

distance 0.313

#3 · Sataracell 4940003617

distance 0.319

#4 · Sataracell 4940003396

distance 0.363

#5 · Sataracell 4940003387

distance 0.363

#6 · Kolhapurcell 4800003138

distance 0.374 · cross-district

#7 · Kolhapurcell 4800003654

distance 0.381 · cross-district

#8 · Sataracell 4940003638

distance 0.381

#9 · Sataracell 4940003156

distance 0.383

#10 · Sataracell 4940003178

distance 0.385

#11 · Sataracell 4940003291

distance 0.389

#12 · Sataracell 4940000513

distance 0.393

#13 · Beedcell 4700008147

distance 0.394 · cross-district

#14 · Kolhapurcell 4800003046

distance 0.402 · cross-district

#15 · Sataracell 4940002708

distance 0.403

#16 · Ahmednagarcell 4660005544

distance 0.404 · cross-district

#17 · Sataracell 4940003161

distance 0.405

#18 · Sataracell 4940003159

distance 0.406

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":4940003501}}}'

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.