Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004875

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

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004281

distance 0.067

#2 · Laturcell 4810004182

distance 0.075

#3 · Laturcell 4810005302

distance 0.083

#4 · Laturcell 4810004964

distance 0.09

#5 · Laturcell 4810005053

distance 0.092

#6 · Laturcell 4810004963

distance 0.1

#7 · Laturcell 4810004379

distance 0.102

#8 · Laturcell 4810004761

distance 0.108

#9 · Laturcell 4810005034

distance 0.115

#10 · Laturcell 4810004277

distance 0.115

#11 · Laturcell 4810004866

distance 0.117

#12 · Laturcell 4810004476

distance 0.119

#13 · Laturcell 4810004865

distance 0.127

#14 · Laturcell 4810004678

distance 0.13

#15 · Laturcell 4810005138

distance 0.131

#16 · Laturcell 4810004779

distance 0.133

#17 · Laturcell 4810004861

distance 0.135

#18 · Laturcell 4810004481

distance 0.135

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":4810004875}}}'

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.