Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006432

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004990

distance 0.215 · cross-district

#2 · Nashikcell 4870007063

distance 0.215 · cross-district

#3 · Sanglicell 4930006245

distance 0.218

#4 · Nashikcell 4870007059

distance 0.223 · cross-district

#5 · Sanglicell 4930004373

distance 0.226

#6 · Solapurcell 4960004243

distance 0.227 · cross-district

#7 · Nashikcell 4870007200

distance 0.227 · cross-district

#8 · Nashikcell 4870007202

distance 0.229 · cross-district

#9 · Nashikcell 4870005722

distance 0.23 · cross-district

#10 · Solapurcell 4960004395

distance 0.234 · cross-district

#11 · Nashikcell 4870005133

distance 0.234 · cross-district

#12 · Sanglicell 4930005061

distance 0.235

#13 · Nashikcell 4870007769

distance 0.237 · cross-district

#14 · Punecell 4900008093

distance 0.238 · cross-district

#15 · Sanglicell 4930004093

distance 0.239

#16 · Kolhapurcell 4800001741

distance 0.239 · cross-district

#17 · Nashikcell 4870005152

distance 0.24 · cross-district

#18 · Punecell 4900007872

distance 0.244 · 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":4930006432}}}'

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.