Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002338

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002007

distance 0.137

#2 · Kolhapurcell 4800005965

distance 0.172 · cross-district

#3 · Sanglicell 4930002335

distance 0.175

#4 · Sanglicell 4930002668

distance 0.184

#5 · Sanglicell 4930003551

distance 0.186

#6 · Sanglicell 4930005961

distance 0.187

#7 · Sanglicell 4930005725

distance 0.19

#8 · Sanglicell 4930003530

distance 0.192

#9 · Sataracell 4940002317

distance 0.192 · cross-district

#10 · Sanglicell 4930005642

distance 0.192

#11 · Sanglicell 4930003699

distance 0.193

#12 · Sataracell 4940001608

distance 0.194 · cross-district

#13 · Sanglicell 4930005311

distance 0.199

#14 · Sataracell 4940003214

distance 0.199 · cross-district

#15 · Sanglicell 4930000681

distance 0.201

#16 · Sanglicell 4930005526

distance 0.201

#17 · Sanglicell 4930006045

distance 0.201

#18 · Kolhapurcell 4800005953

distance 0.202 · 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":4930002338}}}'

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.