Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001015

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000566

distance 0.215

#2 · Hingolicell 4770000191

distance 0.219

#3 · Hingolicell 4770003976

distance 0.219

#4 · Nandedcell 4850007123

distance 0.228 · cross-district

#5 · Washimcell 4990002485

distance 0.229 · cross-district

#6 · Washimcell 4990000465

distance 0.232 · cross-district

#7 · Hingolicell 4770001079

distance 0.235

#8 · Hingolicell 4770001440

distance 0.24

#9 · Hingolicell 4770001531

distance 0.241

#10 · Hingolicell 4770000124

distance 0.251

#11 · Chandrapurcell 4730002502

distance 0.254 · cross-district

#12 · Hingolicell 4770002137

distance 0.254

#13 · Yavatmalcell 5000002259

distance 0.254 · cross-district

#14 · Washimcell 4990002118

distance 0.255 · cross-district

#15 · Gadchirolicell 4750003479

distance 0.257 · cross-district

#16 · Hingolicell 4770002201

distance 0.257

#17 · Yavatmalcell 5000004511

distance 0.257 · cross-district

#18 · Washimcell 4990002812

distance 0.258 · 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":4770001015}}}'

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.