Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005292

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000330

distance 0.206 · cross-district

#2 · Sanglicell 4930005711

distance 0.227

#3 · Sanglicell 4930005799

distance 0.241

#4 · Akolacell 4670004654

distance 0.243 · cross-district

#5 · Sanglicell 4930005520

distance 0.244

#6 · Sataracell 4940000494

distance 0.247 · cross-district

#7 · Sanglicell 4930005519

distance 0.258

#8 · Sanglicell 4930005713

distance 0.262

#9 · Sataracell 4940000554

distance 0.265 · cross-district

#10 · Sanglicell 4930005875

distance 0.266

#11 · Sataracell 4940000074

distance 0.267 · cross-district

#12 · Kolhapurcell 4800005393

distance 0.267 · cross-district

#13 · Sanglicell 4930004641

distance 0.268

#14 · Sanglicell 4930006026

distance 0.27

#15 · Sanglicell 4930005623

distance 0.271

#16 · Sataracell 4940000068

distance 0.272 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006666

distance 0.273 · cross-district

#18 · Sanglicell 4930005621

distance 0.273

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":4930005292}}}'

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.