Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002467

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

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002743

distance 0.067

#2 · Laturcell 4810002466

distance 0.072

#3 · Laturcell 4810002557

distance 0.104

#4 · Laturcell 4810002379

distance 0.106

#5 · Laturcell 4810002839

distance 0.112

#6 · Dharashivcell 4880004062

distance 0.113 · cross-district

#7 · Dharashivcell 4880004137

distance 0.116 · cross-district

#8 · Laturcell 4810002837

distance 0.118

#9 · Laturcell 4810002560

distance 0.119

#10 · Laturcell 4810002751

distance 0.12

#11 · Laturcell 4810002470

distance 0.124

#12 · Laturcell 4810002558

distance 0.127

#13 · Dharashivcell 4880003777

distance 0.129 · cross-district

#14 · Laturcell 4810002857

distance 0.138

#15 · Laturcell 4810002838

distance 0.14

#16 · Laturcell 4810002747

distance 0.142

#17 · Dharashivcell 4880006248

distance 0.147 · cross-district

#18 · Dharashivcell 4880003774

distance 0.148 · cross-district

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":4810002467}}}'

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.