Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004191

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000115

distance 0.099 · cross-district

#2 · Kolhapurcell 4800005712

distance 0.239 · cross-district

#3 · Sanglicell 4930002669

distance 0.24

#4 · Sataracell 4940000273

distance 0.244 · cross-district

#5 · Kolhapurcell 4800005467

distance 0.248 · cross-district

#6 · Kolhapurcell 4800005385

distance 0.259 · cross-district

#7 · Sanglicell 4930002500

distance 0.261

#8 · Sataracell 4940000147

distance 0.264 · cross-district

#9 · Sataracell 4940000432

distance 0.27 · cross-district

#10 · Sataracell 4940000547

distance 0.273 · cross-district

#11 · Sataracell 4940000236

distance 0.274 · cross-district

#12 · Sanglicell 4930000688

distance 0.283

#13 · Sataracell 4940000180

distance 0.284 · cross-district

#14 · Kolhapurcell 4800005783

distance 0.286 · cross-district

#15 · Sataracell 4940000268

distance 0.286 · cross-district

#16 · Sataracell 4940000327

distance 0.29 · cross-district

#17 · Sanglicell 4930000601

distance 0.291

#18 · Sanglicell 4930002667

distance 0.292

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":4930004191}}}'

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.