Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000320

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000570

distance 0.144

#2 · Hingolicell 4770000567

distance 0.176

#3 · Hingolicell 4770000511

distance 0.222

#4 · Nagpurcell 4840001212

distance 0.222 · cross-district

#5 · Parbhanicell 4890002687

distance 0.223 · cross-district

#6 · Hingolicell 4770000445

distance 0.223

#7 · Nagpurcell 4840001356

distance 0.227 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000705

distance 0.229 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001100

distance 0.232 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001442

distance 0.233 · cross-district

#11 · Sataracell 4940000995

distance 0.234 · cross-district

#12 · Nagpurcell 4840000740

distance 0.234 · cross-district

#13 · Nandedcell 4850000956

distance 0.235 · cross-district

#14 · Hingolicell 4770000438

distance 0.235

#15 · Hingolicell 4770000618

distance 0.238

#16 · Akolacell 4670004377

distance 0.239 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000906

distance 0.24 · cross-district

#18 · Hingolicell 4770001262

distance 0.24

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":4770000320}}}'

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.