Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008421

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007170

distance 0.123

#2 · Sataracell 4940008428

distance 0.124

#3 · Sataracell 4940008031

distance 0.141

#4 · Solapurcell 4960008668

distance 0.142 · cross-district

#5 · Sataracell 4940008513

distance 0.143

#6 · Sataracell 4940007706

distance 0.152

#7 · Sataracell 4940005340

distance 0.152

#8 · Sataracell 4940007924

distance 0.155

#9 · Sataracell 4940008236

distance 0.156

#10 · Sataracell 4940008030

distance 0.156

#11 · Sataracell 4940008595

distance 0.157

#12 · Sataracell 4940008416

distance 0.157

#13 · Sataracell 4940007697

distance 0.158

#14 · Solapurcell 4960009272

distance 0.159 · cross-district

#15 · Sataracell 4940008742

distance 0.16

#16 · Punecell 4900000908

distance 0.165 · cross-district

#17 · Sataracell 4940008415

distance 0.165

#18 · Sataracell 4940008433

distance 0.166

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":4940008421}}}'

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.