Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002249

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002773

distance 0.102

#2 · Sanglicell 4930002911

distance 0.105

#3 · Sanglicell 4930001470

distance 0.118

#4 · Solapurcell 4960012267

distance 0.136 · cross-district

#5 · Sanglicell 4930003957

distance 0.138

#6 · Sanglicell 4930001918

distance 0.14

#7 · Sanglicell 4930002248

distance 0.148

#8 · Solapurcell 4960012270

distance 0.157 · cross-district

#9 · Sanglicell 4930000167

distance 0.167

#10 · Sanglicell 4930002102

distance 0.17

#11 · Sanglicell 4930002433

distance 0.173

#12 · Beedcell 4700004555

distance 0.177 · cross-district

#13 · Sanglicell 4930002239

distance 0.178

#14 · Sanglicell 4930002573

distance 0.178

#15 · Sanglicell 4930001094

distance 0.178

#16 · Sanglicell 4930004569

distance 0.178

#17 · Laturcell 4810001079

distance 0.179 · cross-district

#18 · Sanglicell 4930003433

distance 0.18

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":4930002249}}}'

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.