Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006180

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004234

distance 0.082

#2 · Sanglicell 4930006388

distance 0.085

#3 · Sanglicell 4930006457

distance 0.089

#4 · Sanglicell 4930004660

distance 0.121

#5 · Sanglicell 4930005953

distance 0.126

#6 · Sanglicell 4930006521

distance 0.13

#7 · Sanglicell 4930004225

distance 0.133

#8 · Sanglicell 4930006183

distance 0.139

#9 · Sanglicell 4930005879

distance 0.145

#10 · Sanglicell 4930004381

distance 0.147

#11 · Sanglicell 4930004219

distance 0.156

#12 · Sanglicell 4930006113

distance 0.156

#13 · Sanglicell 4930004060

distance 0.159

#14 · Sanglicell 4930005174

distance 0.163

#15 · Sanglicell 4930004509

distance 0.163

#16 · Solapurcell 4960008093

distance 0.168 · cross-district

#17 · Sanglicell 4930006176

distance 0.169

#18 · Sanglicell 4930006112

distance 0.171

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":4930006180}}}'

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.