Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002313

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001212

distance 0.117

#2 · Laturcell 4810001540

distance 0.128

#3 · Laturcell 4810001706

distance 0.14

#4 · Dharashivcell 4880002636

distance 0.146 · cross-district

#5 · Dharashivcell 4880004053

distance 0.149 · cross-district

#6 · Laturcell 4810000271

distance 0.152

#7 · Laturcell 4810002139

distance 0.153

#8 · Dharashivcell 4880003240

distance 0.154 · cross-district

#9 · Laturcell 4810002223

distance 0.16

#10 · Beedcell 4700000253

distance 0.166 · cross-district

#11 · Dharashivcell 4880002715

distance 0.169 · cross-district

#12 · Laturcell 4810000747

distance 0.169

#13 · Laturcell 4810000699

distance 0.171

#14 · Dharashivcell 4880002594

distance 0.173 · cross-district

#15 · Laturcell 4810000973

distance 0.173

#16 · Beedcell 4700000083

distance 0.174 · cross-district

#17 · Beedcell 4700000207

distance 0.175 · cross-district

#18 · Laturcell 4810001394

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":4810002313}}}'

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.