Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002721

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001585

distance 0.083

#2 · Laturcell 4810002018

distance 0.114

#3 · Laturcell 4810001829

distance 0.116

#4 · Laturcell 4810001493

distance 0.119

#5 · Laturcell 4810002522

distance 0.125

#6 · Laturcell 4810002624

distance 0.129

#7 · Laturcell 4810001836

distance 0.13

#8 · Laturcell 4810002707

distance 0.139

#9 · Dharashivcell 4880001044

distance 0.141 · cross-district

#10 · Laturcell 4810001336

distance 0.144

#11 · Laturcell 4810002274

distance 0.153

#12 · Laturcell 4810001747

distance 0.155

#13 · Laturcell 4810001659

distance 0.161

#14 · Laturcell 4810004490

distance 0.165

#15 · Laturcell 4810003553

distance 0.166

#16 · Laturcell 4810004266

distance 0.167

#17 · Laturcell 4810002262

distance 0.168

#18 · Laturcell 4810004138

distance 0.168

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":4810002721}}}'

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.