Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003892

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003893

distance 0.272

#2 · Sanglicell 4930003559

distance 0.32

#3 · Sanglicell 4930002691

distance 0.332

#4 · Nashikcell 4870007485

distance 0.357 · cross-district

#5 · Sanglicell 4930003726

distance 0.357

#6 · Sanglicell 4930001142

distance 0.365

#7 · Sanglicell 4930001387

distance 0.367

#8 · Sanglicell 4930001870

distance 0.37

#9 · Sanglicell 4930002193

distance 0.37

#10 · Sanglicell 4930003724

distance 0.371

#11 · Sanglicell 4930002870

distance 0.375

#12 · Chhatrapati Sambhajinagarcell 4690001651

distance 0.375 · cross-district

#13 · Sanglicell 4930003557

distance 0.379

#14 · Sanglicell 4930003725

distance 0.381

#15 · Sanglicell 4930003212

distance 0.382

#16 · Sanglicell 4930001401

distance 0.382

#17 · Sanglicell 4930002359

distance 0.383

#18 · Sanglicell 4930002373

distance 0.385

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":4930003892}}}'

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.