Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005259

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005480

distance 0.158

#2 · Laturcell 4810004309

distance 0.173

#3 · Laturcell 4810006092

distance 0.178

#4 · Laturcell 4810004811

distance 0.184

#5 · Laturcell 4810005976

distance 0.187

#6 · Laturcell 4810005802

distance 0.19

#7 · Laturcell 4810005186

distance 0.199

#8 · Laturcell 4810003804

distance 0.203

#9 · Laturcell 4810000016

distance 0.204

#10 · Laturcell 4810005837

distance 0.209

#11 · Parbhanicell 4890000098

distance 0.209 · cross-district

#12 · Laturcell 4810005274

distance 0.21

#13 · Laturcell 4810004616

distance 0.21

#14 · Laturcell 4810005258

distance 0.21

#15 · Laturcell 4810005288

distance 0.215

#16 · Laturcell 4810004729

distance 0.216

#17 · Laturcell 4810005247

distance 0.216

#18 · Parbhanicell 4890001251

distance 0.223 · 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":481,"cluster_id":4810005259}}}'

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.