Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006773

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002347

distance 0.156 · cross-district

#2 · Sataracell 4940002692

distance 0.17 · cross-district

#3 · Sataracell 4940002124

distance 0.173 · cross-district

#4 · Sanglicell 4930006899

distance 0.183

#5 · Sanglicell 4930007059

distance 0.189

#6 · Sataracell 4940003354

distance 0.191 · cross-district

#7 · Sanglicell 4930006715

distance 0.193

#8 · Sanglicell 4930006820

distance 0.195

#9 · Sataracell 4940003579

distance 0.201 · cross-district

#10 · Sanglicell 4930006770

distance 0.203

#11 · Sanglicell 4930006426

distance 0.204

#12 · Sanglicell 4930006123

distance 0.206

#13 · Sataracell 4940005169

distance 0.206 · cross-district

#14 · Sataracell 4940003481

distance 0.207 · cross-district

#15 · Sataracell 4940001712

distance 0.207 · cross-district

#16 · Sanglicell 4930006825

distance 0.208

#17 · Sanglicell 4930006909

distance 0.211

#18 · Sanglicell 4930006714

distance 0.212

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":4930006773}}}'

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.