Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000310

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000353

distance 0.065

#2 · Laturcell 4810000407

distance 0.084

#3 · Dharashivcell 4880001607

distance 0.086 · cross-district

#4 · Dharashivcell 4880001258

distance 0.101 · cross-district

#5 · Laturcell 4810000276

distance 0.101

#6 · Dharashivcell 4880002188

distance 0.102 · cross-district

#7 · Laturcell 4810000363

distance 0.114

#8 · Laturcell 4810002078

distance 0.115

#9 · Laturcell 4810000272

distance 0.123

#10 · Laturcell 4810000763

distance 0.124

#11 · Laturcell 4810002034

distance 0.125

#12 · Laturcell 4810000361

distance 0.126

#13 · Laturcell 4810002037

distance 0.127

#14 · Laturcell 4810000249

distance 0.127

#15 · Laturcell 4810000352

distance 0.129

#16 · Laturcell 4810000579

distance 0.129

#17 · Dharashivcell 4880001344

distance 0.13 · cross-district

#18 · Laturcell 4810000308

distance 0.132

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":4810000310}}}'

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.