Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005921

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006140

distance 0.192

#2 · Sataracell 4940004933

distance 0.203

#3 · Sataracell 4940006249

distance 0.224

#4 · Sataracell 4940005808

distance 0.225

#5 · Sataracell 4940005064

distance 0.232

#6 · Sataracell 4940006568

distance 0.237

#7 · Sataracell 4940005672

distance 0.24

#8 · Sataracell 4940005448

distance 0.262

#9 · Sataracell 4940006026

distance 0.264

#10 · Sataracell 4940006560

distance 0.27

#11 · Sataracell 4940004685

distance 0.284

#12 · Sataracell 4940004087

distance 0.284

#13 · Sataracell 4940006569

distance 0.288

#14 · Sataracell 4940005565

distance 0.293

#15 · Sataracell 4940006351

distance 0.293

#16 · Sataracell 4940006462

distance 0.294

#17 · Sataracell 4940005556

distance 0.3

#18 · Sataracell 4940006358

distance 0.307

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":4940005921}}}'

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.