Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008213

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008217

distance 0.124

#2 · Ahmednagarcell 4660011511

distance 0.15 · cross-district

#3 · Sataracell 4940008218

distance 0.152

#4 · Sataracell 4940008498

distance 0.158

#5 · Sataracell 4940007721

distance 0.16

#6 · Sataracell 4940008314

distance 0.16

#7 · Punecell 4900000784

distance 0.166 · cross-district

#8 · Sataracell 4940007894

distance 0.171

#9 · Punecell 4900001175

distance 0.173 · cross-district

#10 · Sataracell 4940008315

distance 0.173

#11 · Solapurcell 4960007904

distance 0.174 · cross-district

#12 · Sataracell 4940008789

distance 0.175

#13 · Punecell 4900001020

distance 0.175 · cross-district

#14 · Kolhapurcell 4800005227

distance 0.176 · cross-district

#15 · Sataracell 4940008224

distance 0.176

#16 · Solapurcell 4960007783

distance 0.177 · cross-district

#17 · Punecell 4900002475

distance 0.177 · cross-district

#18 · Punecell 4900001036

distance 0.178 · 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":4940008213}}}'

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.