Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000770

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008628

distance 0.349 · cross-district

#2 · Gondiacell 4760004269

distance 0.366 · cross-district

#3 · Bhandaracell 4710000382

distance 0.373

#4 · Gondiacell 4760004310

distance 0.389 · cross-district

#5 · Wardhacell 4980001565

distance 0.391 · cross-district

#6 · Yavatmalcell 5000005117

distance 0.407 · cross-district

#7 · Bhandaracell 4710001636

distance 0.416

#8 · Chandrapurcell 4730007225

distance 0.423 · cross-district

#9 · Buldhanacell 4720001212

distance 0.424 · cross-district

#10 · Yavatmalcell 5000011170

distance 0.426 · cross-district

#11 · Gondiacell 4760001045

distance 0.43 · cross-district

#12 · Bhandaracell 4710000113

distance 0.432

#13 · Buldhanacell 4720002054

distance 0.436 · cross-district

#14 · Bhandaracell 4710000412

distance 0.436

#15 · Gondiacell 4760000988

distance 0.438 · cross-district

#16 · Washimcell 4990002511

distance 0.443 · cross-district

#17 · Yavatmalcell 5000008819

distance 0.445 · cross-district

#18 · Yavatmalcell 5000004267

distance 0.446 · 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":4710000770}}}'

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.