Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001580

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001330

distance 0.199

#2 · Bhandaracell 4710001325

distance 0.207

#3 · Nagpurcell 4840003946

distance 0.25 · cross-district

#4 · Bhandaracell 4710001381

distance 0.266

#5 · Bhandaracell 4710001277

distance 0.268

#6 · Bhandaracell 4710001479

distance 0.269

#7 · Bhandaracell 4710000960

distance 0.277

#8 · Bhandaracell 4710001574

distance 0.294

#9 · Bhandaracell 4710000746

distance 0.3

#10 · Chandrapurcell 4730009318

distance 0.301 · cross-district

#11 · Gondiacell 4760000859

distance 0.306 · cross-district

#12 · Bhandaracell 4710001716

distance 0.307

#13 · Nagpurcell 4840003421

distance 0.308 · cross-district

#14 · Bhandaracell 4710001579

distance 0.316

#15 · Bhandaracell 4710001124

distance 0.317

#16 · Gondiacell 4760001670

distance 0.317 · cross-district

#17 · Nagpurcell 4840006612

distance 0.317 · cross-district

#18 · Gondiacell 4760000978

distance 0.318 · 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":4710001580}}}'

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.