Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004841

The MH-36 locality cells most similar to this Latur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003227

distance 0.193

#2 · Laturcell 4810004734

distance 0.198

#3 · Laturcell 4810003835

distance 0.221

#4 · Nandedcell 4850000465

distance 0.226 · cross-district

#5 · Laturcell 4810003637

distance 0.228

#6 · Laturcell 4810003435

distance 0.234

#7 · Laturcell 4810002360

distance 0.234

#8 · Laturcell 4810001644

distance 0.239

#9 · Washimcell 4990002485

distance 0.243 · cross-district

#10 · Laturcell 4810004238

distance 0.243

#11 · Laturcell 4810005023

distance 0.246

#12 · Laturcell 4810002883

distance 0.248

#13 · Laturcell 4810003641

distance 0.249

#14 · Washimcell 4990002900

distance 0.252 · cross-district

#15 · Laturcell 4810005109

distance 0.253

#16 · Solapurcell 4960004952

distance 0.254 · cross-district

#17 · Laturcell 4810002812

distance 0.255

#18 · Laturcell 4810003529

distance 0.259

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":481,"cluster_id":4810004841}}}'

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.