Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002921

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.418

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002667

distance 0.418

#2 · Nagpurcell 4840002482

distance 0.461 · cross-district

#3 · Bhandaracell 4710002240

distance 0.468

#4 · Nagpurcell 4840001747

distance 0.513 · cross-district

#5 · Bhandaracell 4710002190

distance 0.516

#6 · Gondiacell 4760001449

distance 0.548 · cross-district

#7 · Bhandaracell 4710001209

distance 0.557

#8 · Bhandaracell 4710001167

distance 0.559

#9 · Gondiacell 4760002360

distance 0.571 · cross-district

#10 · Nagpurcell 4840001480

distance 0.573 · cross-district

#11 · Nagpurcell 4840001318

distance 0.578 · cross-district

#12 · Nagpurcell 4840002856

distance 0.582 · cross-district

#13 · Amravaticell 4680008110

distance 0.585 · cross-district

#14 · Nagpurcell 4840004447

distance 0.586 · cross-district

#15 · Nagpurcell 4840006936

distance 0.596 · cross-district

#16 · Nagpurcell 4840002301

distance 0.598 · cross-district

#17 · Yavatmalcell 5000007729

distance 0.6 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005409

distance 0.617 · 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":4710002921}}}'

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.