Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000708

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001195

distance 0.159

#2 · Hingolicell 4770003708

distance 0.174

#3 · Hingolicell 4770001131

distance 0.181

#4 · Washimcell 4990000464

distance 0.185 · cross-district

#5 · Hingolicell 4770000655

distance 0.193

#6 · Hingolicell 4770001194

distance 0.202

#7 · Hingolicell 4770000497

distance 0.205

#8 · Akolacell 4670000779

distance 0.205 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005484

distance 0.208 · cross-district

#10 · Yavatmalcell 5000001981

distance 0.209 · cross-district

#11 · Nandedcell 4850001238

distance 0.211 · cross-district

#12 · Yavatmalcell 5000001784

distance 0.213 · cross-district

#13 · Hingolicell 4770000156

distance 0.217

#14 · Jalnacell 4790000157

distance 0.218 · cross-district

#15 · Hingolicell 4770000707

distance 0.222

#16 · Beedcell 4700004483

distance 0.222 · cross-district

#17 · Hingolicell 4770001139

distance 0.223

#18 · Ahmednagarcell 4660011405

distance 0.223 · 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":4770000708}}}'

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.