Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005721

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005422

distance 0.115

#2 · Laturcell 4810005429

distance 0.122

#3 · Laturcell 4810005625

distance 0.125

#4 · Laturcell 4810005813

distance 0.129

#5 · Laturcell 4810005775

distance 0.14

#6 · Nandedcell 4850003251

distance 0.141 · cross-district

#7 · Laturcell 4810005980

distance 0.155

#8 · Laturcell 4810005844

distance 0.155

#9 · Laturcell 4810005499

distance 0.164

#10 · Laturcell 4810005720

distance 0.167

#11 · Laturcell 4810006057

distance 0.168

#12 · Laturcell 4810005802

distance 0.169

#13 · Parbhanicell 4890001314

distance 0.173 · cross-district

#14 · Laturcell 4810005425

distance 0.173

#15 · Nandedcell 4850003738

distance 0.175 · cross-district

#16 · Laturcell 4810005846

distance 0.176

#17 · Laturcell 4810005722

distance 0.176

#18 · Laturcell 4810005774

distance 0.178

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":4810005721}}}'

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.