Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003055

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003056

distance 0.152

#2 · Nagpurcell 4840005894

distance 0.247 · cross-district

#3 · Bhandaracell 4710003436

distance 0.264

#4 · Nagpurcell 4840005769

distance 0.273 · cross-district

#5 · Bhandaracell 4710003016

distance 0.273

#6 · Bhandaracell 4710003504

distance 0.292

#7 · Bhandaracell 4710003096

distance 0.301

#8 · Bhandaracell 4710003139

distance 0.302

#9 · Bhandaracell 4710003547

distance 0.309

#10 · Bhandaracell 4710000911

distance 0.311

#11 · Bhandaracell 4710003460

distance 0.312

#12 · Nagpurcell 4840004649

distance 0.313 · cross-district

#13 · Bhandaracell 4710003605

distance 0.313

#14 · Bhandaracell 4710003234

distance 0.317

#15 · Bhandaracell 4710001658

distance 0.322

#16 · Bhandaracell 4710003568

distance 0.324

#17 · Bhandaracell 4710002621

distance 0.325

#18 · Gadchirolicell 4750012307

distance 0.331 · 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":4710003055}}}'

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.