Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004458

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004143

distance 0.13

#2 · Solapurcell 4960000004

distance 0.131 · cross-district

#3 · Sanglicell 4930004442

distance 0.147

#4 · Solapurcell 4960000967

distance 0.15 · cross-district

#5 · Solapurcell 4960000141

distance 0.156 · cross-district

#6 · Sanglicell 4930005475

distance 0.156

#7 · Sanglicell 4930004854

distance 0.163

#8 · Solapurcell 4960000104

distance 0.167 · cross-district

#9 · Sanglicell 4930006220

distance 0.173

#10 · Sanglicell 4930004714

distance 0.175

#11 · Dharashivcell 4880001372

distance 0.175 · cross-district

#12 · Sanglicell 4930005116

distance 0.177

#13 · Sanglicell 4930006221

distance 0.184

#14 · Sanglicell 4930006437

distance 0.186

#15 · Sanglicell 4930004400

distance 0.19

#16 · Solapurcell 4960000708

distance 0.191 · cross-district

#17 · Sanglicell 4930006371

distance 0.193

#18 · Dharashivcell 4880002777

distance 0.193 · 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":493,"cluster_id":4930004458}}}'

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.