Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000000435

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000491

distance 0.095

#2 · Yavatmalcell 5000000330

distance 0.104

#3 · Gadchirolicell 4750002741

distance 0.115 · cross-district

#4 · Yavatmalcell 5000000380

distance 0.118

#5 · Nandedcell 4850006656

distance 0.121 · cross-district

#6 · Gadchirolicell 4750002824

distance 0.127 · cross-district

#7 · Nandedcell 4850006732

distance 0.128 · cross-district

#8 · Nandedcell 4850007240

distance 0.13 · cross-district

#9 · Nandedcell 4850007957

distance 0.133 · cross-district

#10 · Nandedcell 4850006883

distance 0.134 · cross-district

#11 · Yavatmalcell 5000000378

distance 0.134

#12 · Yavatmalcell 5000000279

distance 0.136

#13 · Yavatmalcell 5000000597

distance 0.137

#14 · Yavatmalcell 5000000370

distance 0.138

#15 · Yavatmalcell 5000000187

distance 0.14

#16 · Yavatmalcell 5000000276

distance 0.141

#17 · Nandedcell 4850008081

distance 0.141 · cross-district

#18 · Nandedcell 4850006804

distance 0.142 · 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":5000000435}}}'

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.