Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004822

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004964

distance 0.173

#2 · Sanglicell 4930004253

distance 0.178

#3 · Sanglicell 4930004395

distance 0.196

#4 · Beedcell 4700001640

distance 0.197 · cross-district

#5 · Sanglicell 4930004090

distance 0.22

#6 · Sataracell 4940001715

distance 0.229 · cross-district

#7 · Dharashivcell 4880002699

distance 0.23 · cross-district

#8 · Beedcell 4700001639

distance 0.232 · cross-district

#9 · Sanglicell 4930004106

distance 0.232

#10 · Sanglicell 4930004973

distance 0.232

#11 · Sanglicell 4930004081

distance 0.233

#12 · Dharashivcell 4880000861

distance 0.242 · cross-district

#13 · Sanglicell 4930004980

distance 0.244

#14 · Sanglicell 4930005094

distance 0.244

#15 · Sataracell 4940002015

distance 0.244 · cross-district

#16 · Sanglicell 4930004551

distance 0.245

#17 · Solapurcell 4960012182

distance 0.247 · cross-district

#18 · Beedcell 4700003518

distance 0.249 · 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":4930004822}}}'

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.