Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810006021

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005890

distance 0.123

#2 · Laturcell 4810005678

distance 0.148

#3 · Laturcell 4810006028

distance 0.159

#4 · Nandedcell 4850003740

distance 0.159 · cross-district

#5 · Laturcell 4810005921

distance 0.16

#6 · Parbhanicell 4890000613

distance 0.161 · cross-district

#7 · Laturcell 4810005562

distance 0.165

#8 · Laturcell 4810005821

distance 0.168

#9 · Beedcell 4700000833

distance 0.172 · cross-district

#10 · Laturcell 4810005496

distance 0.175

#11 · Laturcell 4810005891

distance 0.175

#12 · Parbhanicell 4890000841

distance 0.175 · cross-district

#13 · Beedcell 4700002445

distance 0.176 · cross-district

#14 · Laturcell 4810005566

distance 0.176

#15 · Laturcell 4810005814

distance 0.176

#16 · Laturcell 4810005753

distance 0.176

#17 · Laturcell 4810005500

distance 0.177

#18 · Laturcell 4810006122

distance 0.177

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":4810006021}}}'

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.