Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002150

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002657

distance 0.225

#2 · Sanglicell 4930001502

distance 0.244

#3 · Sanglicell 4930001820

distance 0.262

#4 · Sanglicell 4930002320

distance 0.278

#5 · Kolhapurcell 4800006055

distance 0.281 · cross-district

#6 · Sanglicell 4930001656

distance 0.309

#7 · Sanglicell 4930001986

distance 0.314

#8 · Sanglicell 4930002319

distance 0.32

#9 · Sanglicell 4930001360

distance 0.322

#10 · Sanglicell 4930000996

distance 0.331

#11 · Sanglicell 4930002489

distance 0.342

#12 · Sanglicell 4930001359

distance 0.342

#13 · Chhatrapati Sambhajinagarcell 4690002318

distance 0.347 · cross-district

#14 · Ahmednagarcell 4660013142

distance 0.349 · cross-district

#15 · Ahmednagarcell 4660012779

distance 0.351 · cross-district

#16 · Ahmednagarcell 4660013509

distance 0.36 · cross-district

#17 · Ahmednagarcell 4660014278

distance 0.364 · cross-district

#18 · Ahmednagarcell 4660013730

distance 0.369 · 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":4930002150}}}'

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.