Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002473

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005504

distance 0.174

#2 · Sanglicell 4930001801

distance 0.188

#3 · Dharashivcell 4880002163

distance 0.196 · cross-district

#4 · Sanglicell 4930001491

distance 0.202

#5 · Laturcell 4810002404

distance 0.206 · cross-district

#6 · Laturcell 4810002878

distance 0.212 · cross-district

#7 · Dharashivcell 4880003450

distance 0.217 · cross-district

#8 · Solapurcell 4960000488

distance 0.221 · cross-district

#9 · Beedcell 4700007417

distance 0.223 · cross-district

#10 · Beedcell 4700001360

distance 0.223 · cross-district

#11 · Laturcell 4810002152

distance 0.225 · cross-district

#12 · Sanglicell 4930001348

distance 0.225

#13 · Sanglicell 4930004891

distance 0.227

#14 · Sanglicell 4930004752

distance 0.228

#15 · Sanglicell 4930001625

distance 0.233

#16 · Dharashivcell 4880005995

distance 0.235 · cross-district

#17 · Sanglicell 4930004329

distance 0.236

#18 · Sanglicell 4930005021

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":4930002473}}}'

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.