Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004917

The MH-36 locality cells most similar to this Chandrapur 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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001247

distance 0.216 · cross-district

#2 · Chandrapurcell 4730004728

distance 0.236

#3 · Nandedcell 4850000833

distance 0.249 · cross-district

#4 · Yavatmalcell 5000008725

distance 0.254 · cross-district

#5 · Yavatmalcell 5000011535

distance 0.265 · cross-district

#6 · Nagpurcell 4840000296

distance 0.266 · cross-district

#7 · Yavatmalcell 5000008846

distance 0.267 · cross-district

#8 · Yavatmalcell 5000008821

distance 0.267 · cross-district

#9 · Washimcell 4990003081

distance 0.267 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001970

distance 0.269 · cross-district

#11 · Amravaticell 4680006774

distance 0.269 · cross-district

#12 · Gondiacell 4760000415

distance 0.276 · cross-district

#13 · Yavatmalcell 5000006802

distance 0.276 · cross-district

#14 · Gondiacell 4760000449

distance 0.282 · cross-district

#15 · Nandedcell 4850002047

distance 0.282 · cross-district

#16 · Wardhacell 4980001102

distance 0.285 · cross-district

#17 · Chandrapurcell 4730007948

distance 0.29

#18 · Hingolicell 4770002819

distance 0.291 · 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":473,"cluster_id":4730004917}}}'

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.