Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001521

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

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001358

distance 0.053

#2 · Laturcell 4810001689

distance 0.062

#3 · Laturcell 4810001061

distance 0.068

#4 · Laturcell 4810001690

distance 0.071

#5 · Laturcell 4810001688

distance 0.075

#6 · Laturcell 4810001774

distance 0.076

#7 · Laturcell 4810001782

distance 0.077

#8 · Laturcell 4810001221

distance 0.079

#9 · Laturcell 4810001447

distance 0.09

#10 · Laturcell 4810001775

distance 0.092

#11 · Laturcell 4810001215

distance 0.098

#12 · Laturcell 4810001126

distance 0.099

#13 · Laturcell 4810001864

distance 0.1

#14 · Laturcell 4810001200

distance 0.101

#15 · Laturcell 4810001371

distance 0.101

#16 · Laturcell 4810002036

distance 0.101

#17 · Laturcell 4810001963

distance 0.102

#18 · Laturcell 4810001529

distance 0.107

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":4810001521}}}'

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.