Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005593

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005374

distance 0.127

#2 · Sanglicell 4930005373

distance 0.129

#3 · Sanglicell 4930005488

distance 0.13

#4 · Sanglicell 4930004305

distance 0.138

#5 · Solapurcell 4960000052

distance 0.14 · cross-district

#6 · Sanglicell 4930005584

distance 0.149

#7 · Solapurcell 4960000219

distance 0.152 · cross-district

#8 · Solapurcell 4960000220

distance 0.153 · cross-district

#9 · Sanglicell 4930005682

distance 0.159

#10 · Sanglicell 4930005252

distance 0.161

#11 · Sanglicell 4930004150

distance 0.165

#12 · Beedcell 4700005352

distance 0.166 · cross-district

#13 · Solapurcell 4960000217

distance 0.174 · cross-district

#14 · Sanglicell 4930005592

distance 0.175

#15 · Beedcell 4700004419

distance 0.179 · cross-district

#16 · Sanglicell 4930005239

distance 0.18

#17 · Sanglicell 4930004862

distance 0.183

#18 · Beedcell 4700005498

distance 0.186 · 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":4930005593}}}'

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.