Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008521

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008342

distance 0.117

#2 · Sataracell 4940008431

distance 0.127

#3 · Sataracell 4940008608

distance 0.131

#4 · Sataracell 4940008314

distance 0.137

#5 · Punecell 4900001877

distance 0.148 · cross-district

#6 · Sataracell 4940008417

distance 0.151

#7 · Sataracell 4940008672

distance 0.153

#8 · Sataracell 4940007495

distance 0.16

#9 · Sataracell 4940008427

distance 0.164

#10 · Sataracell 4940007387

distance 0.165

#11 · Sataracell 4940008599

distance 0.166

#12 · Sataracell 4940008607

distance 0.167

#13 · Sataracell 4940008219

distance 0.167

#14 · Sataracell 4940008596

distance 0.173

#15 · Sataracell 4940008428

distance 0.174

#16 · Sataracell 4940008316

distance 0.174

#17 · Sataracell 4940008511

distance 0.175

#18 · Sataracell 4940008609

distance 0.177

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":4940008521}}}'

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.