Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000004236

The MH-36 locality cells most similar to this Yavatmal 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005799

distance 0.143

#2 · Yavatmalcell 5000004586

distance 0.168

#3 · Yavatmalcell 5000007292

distance 0.174

#4 · Nagpurcell 4840004941

distance 0.182 · cross-district

#5 · Chandrapurcell 4730006825

distance 0.194 · cross-district

#6 · Yavatmalcell 5000007277

distance 0.195

#7 · Yavatmalcell 5000009009

distance 0.202

#8 · Chandrapurcell 4730007274

distance 0.205 · cross-district

#9 · Chandrapurcell 4730007167

distance 0.205 · cross-district

#10 · Yavatmalcell 5000004592

distance 0.207

#11 · Yavatmalcell 5000006639

distance 0.208

#12 · Yavatmalcell 5000003886

distance 0.211

#13 · Nagpurcell 4840003345

distance 0.213 · cross-district

#14 · Yavatmalcell 5000004789

distance 0.214

#15 · Yavatmalcell 5000009013

distance 0.219

#16 · Yavatmalcell 5000004228

distance 0.221

#17 · Nagpurcell 4840004363

distance 0.223 · cross-district

#18 · Yavatmalcell 5000007422

distance 0.225

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":500,"cluster_id":5000004236}}}'

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.