Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002240

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002482

distance 0.179 · cross-district

#2 · Bhandaracell 4710002022

distance 0.265

#3 · Bhandaracell 4710002190

distance 0.321

#4 · Nagpurcell 4840002301

distance 0.375 · cross-district

#5 · Yavatmalcell 5000007729

distance 0.381 · cross-district

#6 · Bhandaracell 4710001209

distance 0.389

#7 · Nagpurcell 4840002856

distance 0.427 · cross-district

#8 · Gondiacell 4760002360

distance 0.428 · cross-district

#9 · Nagpurcell 4840004447

distance 0.443 · cross-district

#10 · Jalgaoncell 4780006547

distance 0.451 · cross-district

#11 · Bhandaracell 4710002921

distance 0.468

#12 · Hingolicell 4770002743

distance 0.476 · cross-district

#13 · Nagpurcell 4840000444

distance 0.476 · cross-district

#14 · Solapurcell 4960012030

distance 0.478 · cross-district

#15 · Solapurcell 4960004078

distance 0.493 · cross-district

#16 · Jalgaoncell 4780002109

distance 0.494 · cross-district

#17 · Bhandaracell 4710002667

distance 0.498

#18 · Akolacell 4670000591

distance 0.501 · 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":4710002240}}}'

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.