Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001640

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003657

distance 0.129

#2 · Sanglicell 4930003824

distance 0.13

#3 · Sanglicell 4930003487

distance 0.138

#4 · Sanglicell 4930004609

distance 0.141

#5 · Sanglicell 4930001794

distance 0.141

#6 · Sanglicell 4930003826

distance 0.15

#7 · Sanglicell 4930001961

distance 0.151

#8 · Solapurcell 4960000562

distance 0.156 · cross-district

#9 · Solapurcell 4960000021

distance 0.162 · cross-district

#10 · Sanglicell 4930004766

distance 0.169

#11 · Sanglicell 4930001795

distance 0.169

#12 · Solapurcell 4960000038

distance 0.172 · cross-district

#13 · Solapurcell 4960000060

distance 0.174 · cross-district

#14 · Sanglicell 4930005392

distance 0.177

#15 · Sanglicell 4930004749

distance 0.179

#16 · Solapurcell 4960000150

distance 0.181 · cross-district

#17 · Sanglicell 4930002463

distance 0.181

#18 · Solapurcell 4960000758

distance 0.182 · 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":4930001640}}}'

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.