Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000433

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000369

distance 0.13

#2 · Hingolicell 4770001340

distance 0.165

#3 · Hingolicell 4770001462

distance 0.179

#4 · Hingolicell 4770002725

distance 0.18

#5 · Parbhanicell 4890002689

distance 0.183 · cross-district

#6 · Hingolicell 4770002665

distance 0.187

#7 · Hingolicell 4770000370

distance 0.187

#8 · Hingolicell 4770002189

distance 0.194

#9 · Hingolicell 4770000059

distance 0.197

#10 · Hingolicell 4770001940

distance 0.198

#11 · Hingolicell 4770002870

distance 0.2

#12 · Hingolicell 4770003417

distance 0.201

#13 · Parbhanicell 4890003849

distance 0.201 · cross-district

#14 · Parbhanicell 4890002522

distance 0.203 · cross-district

#15 · Hingolicell 4770002595

distance 0.204

#16 · Hingolicell 4770002388

distance 0.208

#17 · Nagpurcell 4840006918

distance 0.211 · cross-district

#18 · Hingolicell 4770001936

distance 0.211

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":4770000433}}}'

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.