Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007652

The MH-36 locality cells most similar to this Nanded 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007546

distance 0.127

#2 · Nandedcell 4850007224

distance 0.143

#3 · Yavatmalcell 5000002387

distance 0.18 · cross-district

#4 · Nandedcell 4850006859

distance 0.189

#5 · Nandedcell 4850007223

distance 0.194

#6 · Yavatmalcell 5000000995

distance 0.196 · cross-district

#7 · Yavatmalcell 5000000108

distance 0.206 · cross-district

#8 · Yavatmalcell 5000000139

distance 0.222 · cross-district

#9 · Yavatmalcell 5000002388

distance 0.227 · cross-district

#10 · Nandedcell 4850006786

distance 0.229

#11 · Nandedcell 4850008486

distance 0.23

#12 · Yavatmalcell 5000001273

distance 0.232 · cross-district

#13 · Yavatmalcell 5000002261

distance 0.237 · cross-district

#14 · Yavatmalcell 5000000051

distance 0.237 · cross-district

#15 · Yavatmalcell 5000001221

distance 0.237 · cross-district

#16 · Nandedcell 4850005423

distance 0.24

#17 · Yavatmalcell 5000000449

distance 0.241 · cross-district

#18 · Yavatmalcell 5000002163

distance 0.244 · 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":485,"cluster_id":4850007652}}}'

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.