Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001726

The MH-36 locality cells most similar to this Bhandara 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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004836

distance 0.373 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003009

distance 0.381 · cross-district

#3 · Chandrapurcell 4730009326

distance 0.449 · cross-district

#4 · Chandrapurcell 4730002032

distance 0.465 · cross-district

#5 · Solapurcell 4960005507

distance 0.495 · cross-district

#6 · Kolhapurcell 4800004174

distance 0.498 · cross-district

#7 · Nagpurcell 4840002803

distance 0.501 · cross-district

#8 · Amravaticell 4680001947

distance 0.502 · cross-district

#9 · Nagpurcell 4840006715

distance 0.504 · cross-district

#10 · Nagpurcell 4840006720

distance 0.506 · cross-district

#11 · Yavatmalcell 5000005115

distance 0.506 · cross-district

#12 · Kolhapurcell 4800004416

distance 0.515 · cross-district

#13 · Nagpurcell 4840002899

distance 0.526 · cross-district

#14 · Jalgaoncell 4780006210

distance 0.526 · cross-district

#15 · Solapurcell 4960005301

distance 0.528 · cross-district

#16 · Nagpurcell 4840003287

distance 0.528 · cross-district

#17 · Dharashivcell 4880002343

distance 0.529 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003008

distance 0.535 · 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":471,"cluster_id":4710001726}}}'

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.