Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002129

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003301

distance 0.156 · cross-district

#2 · Sanglicell 4930003845

distance 0.171

#3 · Solapurcell 4960000114

distance 0.183 · cross-district

#4 · Sanglicell 4930004002

distance 0.191

#5 · Sanglicell 4930001631

distance 0.191

#6 · Sanglicell 4930002130

distance 0.194

#7 · Sanglicell 4930003656

distance 0.199

#8 · Sanglicell 4930004744

distance 0.206

#9 · Solapurcell 4960002069

distance 0.214 · cross-district

#10 · Solapurcell 4960000673

distance 0.22 · cross-district

#11 · Sanglicell 4930002289

distance 0.226

#12 · Sanglicell 4930005515

distance 0.231

#13 · Sanglicell 4930002624

distance 0.232

#14 · Sanglicell 4930005023

distance 0.234

#15 · Solapurcell 4960000307

distance 0.234 · cross-district

#16 · Sanglicell 4930004179

distance 0.235

#17 · Sanglicell 4930005502

distance 0.236

#18 · Sanglicell 4930003661

distance 0.236

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":4930002129}}}'

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.