Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002192

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002441

distance 0.096

#2 · Yavatmalcell 5000002315

distance 0.102

#3 · Yavatmalcell 5000002454

distance 0.113

#4 · Yavatmalcell 5000002443

distance 0.123

#5 · Nagpurcell 4840001276

distance 0.132 · cross-district

#6 · Gadchirolicell 4750003223

distance 0.135 · cross-district

#7 · Yavatmalcell 5000002329

distance 0.136

#8 · Yavatmalcell 5000002442

distance 0.136

#9 · Yavatmalcell 5000002455

distance 0.138

#10 · Gadchirolicell 4750003566

distance 0.138 · cross-district

#11 · Gadchirolicell 4750003570

distance 0.142 · cross-district

#12 · Yavatmalcell 5000003393

distance 0.147

#13 · Nagpurcell 4840001275

distance 0.147 · cross-district

#14 · Yavatmalcell 5000002415

distance 0.148

#15 · Gadchirolicell 4750002970

distance 0.151 · cross-district

#16 · Yavatmalcell 5000002294

distance 0.152

#17 · Gadchirolicell 4750003569

distance 0.158 · cross-district

#18 · Gadchirolicell 4750004572

distance 0.159 · cross-district

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":5000002192}}}'

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.