Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007162

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007182

distance 0.122

#2 · Sanglicell 4930007156

distance 0.122

#3 · Solapurcell 4960002133

distance 0.128 · cross-district

#4 · Solapurcell 4960004061

distance 0.141 · cross-district

#5 · Solapurcell 4960002389

distance 0.158 · cross-district

#6 · Solapurcell 4960004207

distance 0.163 · cross-district

#7 · Solapurcell 4960002682

distance 0.168 · cross-district

#8 · Solapurcell 4960002262

distance 0.175 · cross-district

#9 · Sanglicell 4930006728

distance 0.179

#10 · Solapurcell 4960012192

distance 0.181 · cross-district

#11 · Sanglicell 4930006920

distance 0.184

#12 · Sataracell 4940003357

distance 0.185 · cross-district

#13 · Sanglicell 4930006843

distance 0.185

#14 · Sataracell 4940003697

distance 0.187 · cross-district

#15 · Ahmednagarcell 4660000041

distance 0.189 · cross-district

#16 · Solapurcell 4960002816

distance 0.191 · cross-district

#17 · Solapurcell 4960001513

distance 0.194 · cross-district

#18 · Punecell 4900001875

distance 0.194 · 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":4930007162}}}'

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.