Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000548

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000277

distance 0.117

#2 · Hingolicell 4770000707

distance 0.133

#3 · Hingolicell 4770000550

distance 0.158

#4 · Hingolicell 4770000010

distance 0.163

#5 · Hingolicell 4770000933

distance 0.165

#6 · Yavatmalcell 5000001074

distance 0.173 · cross-district

#7 · Hingolicell 4770000437

distance 0.179

#8 · Hingolicell 4770000502

distance 0.18

#9 · Yavatmalcell 5000001174

distance 0.181 · cross-district

#10 · Hingolicell 4770000820

distance 0.184

#11 · Hingolicell 4770001834

distance 0.188

#12 · Hingolicell 4770001073

distance 0.19

#13 · Yavatmalcell 5000001015

distance 0.191 · cross-district

#14 · Hingolicell 4770000659

distance 0.193

#15 · Nandedcell 4850007187

distance 0.193 · cross-district

#16 · Hingolicell 4770001891

distance 0.194

#17 · Hingolicell 4770001194

distance 0.197

#18 · Yavatmalcell 5000001339

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":477,"cluster_id":4770000548}}}'

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.