Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000001936

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001752

distance 0.249

#2 · Yavatmalcell 5000002060

distance 0.267

#3 · Gadchirolicell 4750010522

distance 0.267 · cross-district

#4 · Yavatmalcell 5000001842

distance 0.27

#5 · Gadchirolicell 4750011891

distance 0.276 · cross-district

#6 · Gadchirolicell 4750011313

distance 0.28 · cross-district

#7 · Gondiacell 4760000602

distance 0.285 · cross-district

#8 · Nagpurcell 4840002696

distance 0.297 · cross-district

#9 · Yavatmalcell 5000002061

distance 0.297

#10 · Chandrapurcell 4730001756

distance 0.301 · cross-district

#11 · Chandrapurcell 4730001303

distance 0.302 · cross-district

#12 · Gadchirolicell 4750004087

distance 0.307 · cross-district

#13 · Beedcell 4700008541

distance 0.307 · cross-district

#14 · Yavatmalcell 5000004205

distance 0.307

#15 · Chandrapurcell 4730004507

distance 0.308 · cross-district

#16 · Yavatmalcell 5000007540

distance 0.31

#17 · Gadchirolicell 4750010573

distance 0.31 · cross-district

#18 · Parbhanicell 4890002026

distance 0.31 · 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":5000001936}}}'

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.