Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000739

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000752

distance 0.095

#2 · Laturcell 4810000622

distance 0.106

#3 · Dharashivcell 4880001230

distance 0.107 · cross-district

#4 · Dharashivcell 4880002245

distance 0.109 · cross-district

#5 · Dharashivcell 4880002164

distance 0.109 · cross-district

#6 · Laturcell 4810000499

distance 0.118

#7 · Laturcell 4810001858

distance 0.121

#8 · Dharashivcell 4880001333

distance 0.128 · cross-district

#9 · Laturcell 4810000621

distance 0.129

#10 · Dharashivcell 4880001834

distance 0.131 · cross-district

#11 · Dharashivcell 4880001318

distance 0.135 · cross-district

#12 · Laturcell 4810000345

distance 0.137

#13 · Laturcell 4810001271

distance 0.138

#14 · Dharashivcell 4880002422

distance 0.14 · cross-district

#15 · Laturcell 4810000343

distance 0.142

#16 · Dharashivcell 4880001940

distance 0.144 · cross-district

#17 · Laturcell 4810001431

distance 0.144

#18 · Laturcell 4810000742

distance 0.146

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":4810000739}}}'

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.