Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008317

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008318

distance 0.12

#2 · Sataracell 4940008109

distance 0.131

#3 · Sataracell 4940008315

distance 0.134

#4 · Sataracell 4940007698

distance 0.137

#5 · Punecell 4900000677

distance 0.162 · cross-district

#6 · Sataracell 4940007801

distance 0.164

#7 · Punecell 4900001018

distance 0.164 · cross-district

#8 · Sataracell 4940008425

distance 0.169

#9 · Sataracell 4940005213

distance 0.172

#10 · Sataracell 4940008118

distance 0.173

#11 · Sataracell 4940008316

distance 0.177

#12 · Sataracell 4940007385

distance 0.178

#13 · Solapurcell 4960008473

distance 0.18 · cross-district

#14 · Punecell 4900002929

distance 0.181 · cross-district

#15 · Solapurcell 4960009174

distance 0.182 · cross-district

#16 · Sataracell 4940007825

distance 0.183

#17 · Punecell 4900000696

distance 0.184 · cross-district

#18 · Punecell 4900000467

distance 0.184 · cross-district

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":4940008317}}}'

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.