Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006320

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001709

distance 0.234 · cross-district

#2 · Sataracell 4940003349

distance 0.277 · cross-district

#3 · Sanglicell 4930004144

distance 0.283

#4 · Laturcell 4810003358

distance 0.286 · cross-district

#5 · Sanglicell 4930004370

distance 0.286

#6 · Sanglicell 4930005645

distance 0.295

#7 · Sanglicell 4930004429

distance 0.295

#8 · Sanglicell 4930006994

distance 0.296

#9 · Sataracell 4940007814

distance 0.296 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001781

distance 0.301 · cross-district

#11 · Sanglicell 4930004282

distance 0.304

#12 · Sanglicell 4930006219

distance 0.307

#13 · Sataracell 4940007497

distance 0.309 · cross-district

#14 · Sanglicell 4930006121

distance 0.309

#15 · Sanglicell 4930006051

distance 0.31

#16 · Sanglicell 4930007026

distance 0.311

#17 · Sataracell 4940004302

distance 0.313 · cross-district

#18 · Solapurcell 4960001782

distance 0.313 · 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":4930006320}}}'

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.