Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004880

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004598

distance 0.061

#2 · Solapurcell 4960000035

distance 0.061 · cross-district

#3 · Solapurcell 4960000001

distance 0.102 · cross-district

#4 · Sanglicell 4930005119

distance 0.103

#5 · Sanglicell 4930006237

distance 0.113

#6 · Sanglicell 4930004599

distance 0.114

#7 · Solapurcell 4960000738

distance 0.114 · cross-district

#8 · Sanglicell 4930005140

distance 0.119

#9 · Solapurcell 4960000466

distance 0.125 · cross-district

#10 · Solapurcell 4960000593

distance 0.127 · cross-district

#11 · Solapurcell 4960000056

distance 0.127 · cross-district

#12 · Sanglicell 4930004146

distance 0.128

#13 · Solapurcell 4960000961

distance 0.129 · cross-district

#14 · Solapurcell 4960000101

distance 0.133 · cross-district

#15 · Sanglicell 4930004990

distance 0.134

#16 · Sanglicell 4930005376

distance 0.135

#17 · Solapurcell 4960000239

distance 0.136 · cross-district

#18 · Solapurcell 4960000143

distance 0.14 · 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":4930004880}}}'

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.