Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001490

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001335

distance 0.245

#2 · Bhandaracell 4710002081

distance 0.269

#3 · Bhandaracell 4710002389

distance 0.297

#4 · Bhandaracell 4710002438

distance 0.307

#5 · Nagpurcell 4840001245

distance 0.308 · cross-district

#6 · Nagpurcell 4840001244

distance 0.311 · cross-district

#7 · Gondiacell 4760004000

distance 0.32 · cross-district

#8 · Bhandaracell 4710001642

distance 0.336

#9 · Jalgaoncell 4780005500

distance 0.344 · cross-district

#10 · Bhandaracell 4710002340

distance 0.349

#11 · Bhandaracell 4710002135

distance 0.35

#12 · Nagpurcell 4840003051

distance 0.361 · cross-district

#13 · Nagpurcell 4840003148

distance 0.363 · cross-district

#14 · Nagpurcell 4840007427

distance 0.371 · cross-district

#15 · Yavatmalcell 5000008603

distance 0.376 · cross-district

#16 · Bhandaracell 4710001849

distance 0.38

#17 · Bhandaracell 4710003453

distance 0.389

#18 · Gondiacell 4760001595

distance 0.393 · 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":4710001490}}}'

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.