Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002134

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.38

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006369

distance 0.38 · cross-district

#2 · Chandrapurcell 4730003694

distance 0.404 · cross-district

#3 · Wardhacell 4980001720

distance 0.406 · cross-district

#4 · Amravaticell 4680002587

distance 0.412 · cross-district

#5 · Solapurcell 4960002996

distance 0.426 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003208

distance 0.442 · cross-district

#7 · Bhandaracell 4710002237

distance 0.444

#8 · Jalgaoncell 4780006367

distance 0.446 · cross-district

#9 · Bhandaracell 4710002886

distance 0.45

#10 · Gadchirolicell 4750009057

distance 0.45 · cross-district

#11 · Chandrapurcell 4730002110

distance 0.451 · cross-district

#12 · Bhandaracell 4710001606

distance 0.451

#13 · Nagpurcell 4840003184

distance 0.453 · cross-district

#14 · Bhandaracell 4710002024

distance 0.46

#15 · Bhandaracell 4710002238

distance 0.466

#16 · Yavatmalcell 5000002787

distance 0.467 · cross-district

#17 · Chandrapurcell 4730004320

distance 0.47 · cross-district

#18 · Gondiacell 4760002924

distance 0.478 · 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":4710002134}}}'

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.