Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001451

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002630

distance 0.217

#2 · Nagpurcell 4840002369

distance 0.226 · cross-district

#3 · Bhandaracell 4710001021

distance 0.237

#4 · Nagpurcell 4840000664

distance 0.265 · cross-district

#5 · Nagpurcell 4840001551

distance 0.265 · cross-district

#6 · Nagpurcell 4840000820

distance 0.294 · cross-district

#7 · Nagpurcell 4840003134

distance 0.297 · cross-district

#8 · Chandrapurcell 4730000723

distance 0.31 · cross-district

#9 · Nagpurcell 4840001916

distance 0.322 · cross-district

#10 · Bhandaracell 4710001763

distance 0.327

#11 · Gondiacell 4760003353

distance 0.33 · cross-district

#12 · Gondiacell 4760002187

distance 0.332 · cross-district

#13 · Bhandaracell 4710001812

distance 0.332

#14 · Gondiacell 4760002694

distance 0.333 · cross-district

#15 · Bhandaracell 4710001457

distance 0.335

#16 · Nagpurcell 4840003901

distance 0.338 · cross-district

#17 · Yavatmalcell 5000007682

distance 0.339 · cross-district

#18 · Bhandaracell 4710002351

distance 0.34

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":4710001451}}}'

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.