Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004444

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000079

distance 0.113 · cross-district

#2 · Sanglicell 4930004454

distance 0.121

#3 · Sanglicell 4930005141

distance 0.127

#4 · Sanglicell 4930004294

distance 0.128

#5 · Sanglicell 4930004741

distance 0.137

#6 · Dharashivcell 4880002628

distance 0.137 · cross-district

#7 · Sanglicell 4930006443

distance 0.137

#8 · Solapurcell 4960000215

distance 0.141 · cross-district

#9 · Solapurcell 4960010151

distance 0.142 · cross-district

#10 · Sanglicell 4930005262

distance 0.147

#11 · Dharashivcell 4880001878

distance 0.148 · cross-district

#12 · Sanglicell 4930004447

distance 0.148

#13 · Ahmednagarcell 4660000230

distance 0.152 · cross-district

#14 · Sanglicell 4930005940

distance 0.152

#15 · Sanglicell 4930005115

distance 0.152

#16 · Solapurcell 4960000534

distance 0.154 · cross-district

#17 · Solapurcell 4960000537

distance 0.156 · cross-district

#18 · Sanglicell 4930005011

distance 0.156

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":4930004444}}}'

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.