Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001731

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001676

distance 0.131

#2 · Hingolicell 4770001620

distance 0.179

#3 · Hingolicell 4770002815

distance 0.19

#4 · Hingolicell 4770002976

distance 0.204

#5 · Nagpurcell 4840007959

distance 0.206 · cross-district

#6 · Hingolicell 4770002536

distance 0.207

#7 · Hingolicell 4770002737

distance 0.208

#8 · Nagpurcell 4840007611

distance 0.209 · cross-district

#9 · Hingolicell 4770002898

distance 0.211

#10 · Hingolicell 4770002669

distance 0.212

#11 · Parbhanicell 4890005402

distance 0.23 · cross-district

#12 · Hingolicell 4770002738

distance 0.231

#13 · Hingolicell 4770002814

distance 0.232

#14 · Hingolicell 4770002891

distance 0.233

#15 · Hingolicell 4770002542

distance 0.234

#16 · Akolacell 4670000589

distance 0.234 · cross-district

#17 · Hingolicell 4770002607

distance 0.235

#18 · Hingolicell 4770001621

distance 0.239

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":4770001731}}}'

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.