Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001057

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001490

distance 0.178 · cross-district

#2 · Hingolicell 4770001180

distance 0.18

#3 · Yavatmalcell 5000001291

distance 0.187 · cross-district

#4 · Hingolicell 4770001058

distance 0.199

#5 · Hingolicell 4770001478

distance 0.201

#6 · Hingolicell 4770001068

distance 0.203

#7 · Hingolicell 4770001138

distance 0.205

#8 · Hingolicell 4770001253

distance 0.211

#9 · Yavatmalcell 5000005170

distance 0.214 · cross-district

#10 · Hingolicell 4770000995

distance 0.221

#11 · Hingolicell 4770001480

distance 0.221

#12 · Yavatmalcell 5000001796

distance 0.226 · cross-district

#13 · Hingolicell 4770000890

distance 0.227

#14 · Hingolicell 4770001416

distance 0.229

#15 · Yavatmalcell 5000000844

distance 0.23 · cross-district

#16 · Yavatmalcell 5000001231

distance 0.232 · cross-district

#17 · Akolacell 4670000175

distance 0.233 · cross-district

#18 · Hingolicell 4770001181

distance 0.233

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":4770001057}}}'

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.