Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000003421

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004311

distance 0.112

#2 · Yavatmalcell 5000003601

distance 0.122

#3 · Yavatmalcell 5000003429

distance 0.125

#4 · Yavatmalcell 5000003607

distance 0.129

#5 · Yavatmalcell 5000003424

distance 0.162

#6 · Yavatmalcell 5000003779

distance 0.164

#7 · Yavatmalcell 5000001496

distance 0.171

#8 · Yavatmalcell 5000003598

distance 0.178

#9 · Yavatmalcell 5000004137

distance 0.182

#10 · Yavatmalcell 5000003774

distance 0.187

#11 · Gadchirolicell 4750010318

distance 0.187 · cross-district

#12 · Yavatmalcell 5000006153

distance 0.191

#13 · Hingolicell 4770003532

distance 0.193 · cross-district

#14 · Nandedcell 4850008057

distance 0.196 · cross-district

#15 · Gadchirolicell 4750007811

distance 0.197 · cross-district

#16 · Chandrapurcell 4730003794

distance 0.198 · cross-district

#17 · Nandedcell 4850000614

distance 0.198 · cross-district

#18 · Parbhanicell 4890001959

distance 0.199 · 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":5000003421}}}'

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.