Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006637

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003816

distance 0.141 · cross-district

#2 · Sataracell 4940003121

distance 0.145 · cross-district

#3 · Sanglicell 4930006770

distance 0.18

#4 · Sanglicell 4930006823

distance 0.186

#5 · Sanglicell 4930004797

distance 0.187

#6 · Sataracell 4940002114

distance 0.188 · cross-district

#7 · Sanglicell 4930006627

distance 0.189

#8 · Sanglicell 4930006909

distance 0.196

#9 · Sanglicell 4930006956

distance 0.197

#10 · Sanglicell 4930006711

distance 0.198

#11 · Sanglicell 4930006492

distance 0.201

#12 · Sanglicell 4930005825

distance 0.202

#13 · Sanglicell 4930006538

distance 0.202

#14 · Sataracell 4940003699

distance 0.203 · cross-district

#15 · Sanglicell 4930005308

distance 0.203

#16 · Sanglicell 4930007042

distance 0.205

#17 · Sanglicell 4930007126

distance 0.206

#18 · Sataracell 4940003355

distance 0.207 · 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":4930006637}}}'

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.