Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005120

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

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005121

distance 0.077

#2 · Sanglicell 4930004599

distance 0.093

#3 · Sanglicell 4930004146

distance 0.106

#4 · Sanglicell 4930005119

distance 0.114

#5 · Sanglicell 4930006237

distance 0.125

#6 · Solapurcell 4960000329

distance 0.127 · cross-district

#7 · Sanglicell 4930004575

distance 0.13

#8 · Solapurcell 4960000033

distance 0.135 · cross-district

#9 · Solapurcell 4960000217

distance 0.135 · cross-district

#10 · Solapurcell 4960012422

distance 0.136 · cross-district

#11 · Sanglicell 4930005233

distance 0.136

#12 · Nashikcell 4870004604

distance 0.139 · cross-district

#13 · Solapurcell 4960000035

distance 0.139 · cross-district

#14 · Solapurcell 4960000466

distance 0.145 · cross-district

#15 · Sanglicell 4930004880

distance 0.145

#16 · Solapurcell 4960000056

distance 0.146 · cross-district

#17 · Sanglicell 4930005238

distance 0.147

#18 · Solapurcell 4960001438

distance 0.147 · 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":4930005120}}}'

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.