Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004460

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004902

distance 0.11

#2 · Sanglicell 4930003303

distance 0.111

#3 · Sanglicell 4930004761

distance 0.111

#4 · Sanglicell 4930004886

distance 0.119

#5 · Solapurcell 4960000481

distance 0.125 · cross-district

#6 · Sanglicell 4930004746

distance 0.128

#7 · Solapurcell 4960000426

distance 0.138 · cross-district

#8 · Solapurcell 4960000420

distance 0.139 · cross-district

#9 · Sanglicell 4930006021

distance 0.141

#10 · Sanglicell 4930004603

distance 0.141

#11 · Sanglicell 4930002128

distance 0.143

#12 · Sanglicell 4930005031

distance 0.143

#13 · Sanglicell 4930004747

distance 0.145

#14 · Solapurcell 4960000544

distance 0.146 · cross-district

#15 · Sanglicell 4930004163

distance 0.146

#16 · Sanglicell 4930005947

distance 0.146

#17 · Sanglicell 4930003482

distance 0.147

#18 · Solapurcell 4960000762

distance 0.148 · 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":4930004460}}}'

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.