Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005021

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003831

distance 0.083

#2 · Laturcell 4810005208

distance 0.087

#3 · Laturcell 4810003437

distance 0.098

#4 · Laturcell 4810003230

distance 0.103

#5 · Laturcell 4810003938

distance 0.103

#6 · Laturcell 4810004239

distance 0.107

#7 · Nandedcell 4850000398

distance 0.111 · cross-district

#8 · Laturcell 4810004439

distance 0.121

#9 · Laturcell 4810003331

distance 0.132

#10 · Laturcell 4810004931

distance 0.136

#11 · Laturcell 4810003736

distance 0.138

#12 · Laturcell 4810000763

distance 0.139

#13 · Laturcell 4810004638

distance 0.14

#14 · Laturcell 4810004930

distance 0.141

#15 · Laturcell 4810003126

distance 0.142

#16 · Laturcell 4810004639

distance 0.143

#17 · Laturcell 4810000407

distance 0.146

#18 · Laturcell 4810003127

distance 0.148

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":4810005021}}}'

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.