Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003419

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003621

distance 0.108

#2 · Laturcell 4810003310

distance 0.122

#3 · Laturcell 4810003608

distance 0.123

#4 · Laturcell 4810003609

distance 0.123

#5 · Laturcell 4810003415

distance 0.133

#6 · Laturcell 4810003315

distance 0.137

#7 · Laturcell 4810004726

distance 0.141

#8 · Laturcell 4810004134

distance 0.147

#9 · Laturcell 4810005181

distance 0.148

#10 · Laturcell 4810003519

distance 0.148

#11 · Laturcell 4810003511

distance 0.149

#12 · Laturcell 4810003709

distance 0.149

#13 · Laturcell 4810003515

distance 0.156

#14 · Laturcell 4810001800

distance 0.157

#15 · Laturcell 4810003612

distance 0.16

#16 · Laturcell 4810003617

distance 0.16

#17 · Laturcell 4810003510

distance 0.161

#18 · Laturcell 4810005185

distance 0.164

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":4810003419}}}'

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.