Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003314

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

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002809

distance 0.245

#2 · Sanglicell 4930004475

distance 0.253

#3 · Sanglicell 4930003498

distance 0.284

#4 · Ahmednagarcell 4660010472

distance 0.285 · cross-district

#5 · Ahmednagarcell 4660009977

distance 0.329 · cross-district

#6 · Sanglicell 4930001949

distance 0.344

#7 · Nandedcell 4850002444

distance 0.353 · cross-district

#8 · Laturcell 4810001720

distance 0.355 · cross-district

#9 · Ahmednagarcell 4660012400

distance 0.362 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000329

distance 0.365 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000733

distance 0.367 · cross-district

#12 · Ahmednagarcell 4660012403

distance 0.374 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000410

distance 0.379 · cross-district

#14 · Laturcell 4810005841

distance 0.379 · cross-district

#15 · Laturcell 4810001721

distance 0.383 · cross-district

#16 · Ahmednagarcell 4660011442

distance 0.386 · cross-district

#17 · Nandedcell 4850002536

distance 0.387 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000454

distance 0.395 · 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":4930003314}}}'

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.