Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003530

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008256

distance 0.322 · cross-district

#2 · Bhandaracell 4710003526

distance 0.353

#3 · Bhandaracell 4710003023

distance 0.355

#4 · Bhandaracell 4710002292

distance 0.363

#5 · Bhandaracell 4710001845

distance 0.369

#6 · Bhandaracell 4710000973

distance 0.371

#7 · Bhandaracell 4710002350

distance 0.376

#8 · Nagpurcell 4840008250

distance 0.378 · cross-district

#9 · Chandrapurcell 4730000981

distance 0.378 · cross-district

#10 · Nagpurcell 4840001556

distance 0.382 · cross-district

#11 · Gondiacell 4760002694

distance 0.383 · cross-district

#12 · Bhandaracell 4710003373

distance 0.383

#13 · Bhandaracell 4710003415

distance 0.388

#14 · Bhandaracell 4710002391

distance 0.389

#15 · Bhandaracell 4710002307

distance 0.393

#16 · Gondiacell 4760004068

distance 0.393 · cross-district

#17 · Bhandaracell 4710002010

distance 0.395

#18 · Gondiacell 4760001662

distance 0.396 · 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":4710003530}}}'

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.