Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006444

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001249

distance 0.142 · cross-district

#2 · Sanglicell 4930005418

distance 0.169

#3 · Sataracell 4940001187

distance 0.177 · cross-district

#4 · Sanglicell 4930005417

distance 0.178

#5 · Sanglicell 4930006028

distance 0.184

#6 · Sataracell 4940000667

distance 0.186 · cross-district

#7 · Sataracell 4940000724

distance 0.192 · cross-district

#8 · Sataracell 4940004373

distance 0.194 · cross-district

#9 · Sanglicell 4930002162

distance 0.197

#10 · Sataracell 4940003230

distance 0.198 · cross-district

#11 · Sanglicell 4930005659

distance 0.2

#12 · Sataracell 4940004254

distance 0.2 · cross-district

#13 · Sataracell 4940000552

distance 0.202 · cross-district

#14 · Sataracell 4940000494

distance 0.203 · cross-district

#15 · Sanglicell 4930004542

distance 0.205

#16 · Sanglicell 4930006024

distance 0.205

#17 · Sanglicell 4930001831

distance 0.207

#18 · Sataracell 4940001119

distance 0.21 · 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":4930006444}}}'

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.