Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006026

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002163

distance 0.132

#2 · Sataracell 4940000494

distance 0.132 · cross-district

#3 · Sanglicell 4930005623

distance 0.182

#4 · Sanglicell 4930005713

distance 0.189

#5 · Sanglicell 4930005875

distance 0.194

#6 · Sanglicell 4930001829

distance 0.197

#7 · Sanglicell 4930005711

distance 0.198

#8 · Sanglicell 4930006716

distance 0.202

#9 · Sanglicell 4930005876

distance 0.21

#10 · Sanglicell 4930005950

distance 0.216

#11 · Sataracell 4940004724

distance 0.218 · cross-district

#12 · Sataracell 4940000667

distance 0.218 · cross-district

#13 · Sanglicell 4930005625

distance 0.224

#14 · Sanglicell 4930005799

distance 0.229

#15 · Chhatrapati Sambhajinagarcell 4690006379

distance 0.229 · cross-district

#16 · Sanglicell 4930001831

distance 0.231

#17 · Sanglicell 4930005624

distance 0.232

#18 · Sanglicell 4930006024

distance 0.233

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":4930006026}}}'

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.