Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000613

The MH-36 locality cells most similar to this Hingoli 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000279

distance 0.125

#2 · Hingolicell 4770000109

distance 0.15

#3 · Hingolicell 4770001202

distance 0.181

#4 · Hingolicell 4770000707

distance 0.205

#5 · Hingolicell 4770000010

distance 0.208

#6 · Nandedcell 4850001359

distance 0.221 · cross-district

#7 · Nandedcell 4850002928

distance 0.226 · cross-district

#8 · Yavatmalcell 5000004882

distance 0.23 · cross-district

#9 · Dharashivcell 4880000353

distance 0.233 · cross-district

#10 · Washimcell 4990000070

distance 0.239 · cross-district

#11 · Yavatmalcell 5000005223

distance 0.24 · cross-district

#12 · Parbhanicell 4890002481

distance 0.24 · cross-district

#13 · Yavatmalcell 5000001174

distance 0.24 · cross-district

#14 · Hingolicell 4770000277

distance 0.241

#15 · Beedcell 4700004137

distance 0.242 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002970

distance 0.245 · cross-district

#17 · Nandedcell 4850001231

distance 0.246 · cross-district

#18 · Nandedcell 4850000391

distance 0.248 · 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":477,"cluster_id":4770000613}}}'

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.