Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001421

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001831

distance 0.082

#2 · Laturcell 4810002525

distance 0.085

#3 · Laturcell 4810002271

distance 0.091

#4 · Laturcell 4810001577

distance 0.091

#5 · Laturcell 4810001260

distance 0.095

#6 · Laturcell 4810001739

distance 0.101

#7 · Laturcell 4810002632

distance 0.102

#8 · Laturcell 4810002090

distance 0.108

#9 · Laturcell 4810002259

distance 0.108

#10 · Laturcell 4810002183

distance 0.108

#11 · Laturcell 4810002802

distance 0.112

#12 · Laturcell 4810001661

distance 0.113

#13 · Laturcell 4810001261

distance 0.113

#14 · Laturcell 4810002806

distance 0.116

#15 · Laturcell 4810002621

distance 0.117

#16 · Laturcell 4810001411

distance 0.119

#17 · Laturcell 4810002448

distance 0.119

#18 · Laturcell 4810001996

distance 0.121

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":4810001421}}}'

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.