Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002237

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002024

distance 0.262

#2 · Nagpurcell 4840004388

distance 0.31 · cross-district

#3 · Bhandaracell 4710002075

distance 0.322

#4 · Jalgaoncell 4780006217

distance 0.356 · cross-district

#5 · Chandrapurcell 4730002386

distance 0.372 · cross-district

#6 · Jalgaoncell 4780006367

distance 0.379 · cross-district

#7 · Nagpurcell 4840003658

distance 0.384 · cross-district

#8 · Jalgaoncell 4780006368

distance 0.387 · cross-district

#9 · Bhandaracell 4710002913

distance 0.388

#10 · Nagpurcell 4840006134

distance 0.39 · cross-district

#11 · Jalgaoncell 4780006369

distance 0.392 · cross-district

#12 · Nagpurcell 4840003582

distance 0.394 · cross-district

#13 · Nagpurcell 4840003654

distance 0.407 · cross-district

#14 · Nagpurcell 4840003281

distance 0.408 · cross-district

#15 · Yavatmalcell 5000010095

distance 0.41 · cross-district

#16 · Gadchirolicell 4750007601

distance 0.413 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003297

distance 0.415 · cross-district

#18 · Wardhacell 4980001720

distance 0.416 · 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":4710002237}}}'

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.