Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007906

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008423

distance 0.128

#2 · Sataracell 4940008324

distance 0.139

#3 · Sataracell 4940008602

distance 0.142

#4 · Punecell 4900000557

distance 0.142 · cross-district

#5 · Sataracell 4940007900

distance 0.162

#6 · Sataracell 4940008671

distance 0.172

#7 · Punecell 4900001040

distance 0.173 · cross-district

#8 · Punecell 4900002792

distance 0.174 · cross-district

#9 · Sataracell 4940008111

distance 0.18

#10 · Sataracell 4940008301

distance 0.184

#11 · Punecell 4900001856

distance 0.188 · cross-district

#12 · Sataracell 4940004352

distance 0.192

#13 · Sataracell 4940006055

distance 0.193

#14 · Punecell 4900000485

distance 0.193 · cross-district

#15 · Solapurcell 4960007789

distance 0.195 · cross-district

#16 · Sataracell 4940008430

distance 0.197

#17 · Solapurcell 4960007783

distance 0.197 · cross-district

#18 · Sataracell 4940007062

distance 0.198

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":4940007906}}}'

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.