Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004521

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004515

distance 0.141

#2 · Laturcell 4810004315

distance 0.167

#3 · Laturcell 4810004818

distance 0.181

#4 · Laturcell 4810004411

distance 0.182

#5 · Laturcell 4810003098

distance 0.183

#6 · Nandedcell 4850004723

distance 0.185 · cross-district

#7 · Laturcell 4810004914

distance 0.186

#8 · Laturcell 4810004009

distance 0.195

#9 · Laturcell 4810003707

distance 0.196

#10 · Laturcell 4810004626

distance 0.197

#11 · Nandedcell 4850005934

distance 0.198 · cross-district

#12 · Laturcell 4810004323

distance 0.199

#13 · Laturcell 4810003709

distance 0.2

#14 · Laturcell 4810004617

distance 0.202

#15 · Laturcell 4810003005

distance 0.202

#16 · Laturcell 4810002319

distance 0.203

#17 · Laturcell 4810005102

distance 0.204

#18 · Laturcell 4810004622

distance 0.206

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":4810004521}}}'

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.