Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001036

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001508

distance 0.246

#2 · Nagpurcell 4840006279

distance 0.273 · cross-district

#3 · Bhandaracell 4710002003

distance 0.276

#4 · Bhandaracell 4710001331

distance 0.279

#5 · Nagpurcell 4840005218

distance 0.28 · cross-district

#6 · Gondiacell 4760001632

distance 0.291 · cross-district

#7 · Bhandaracell 4710000865

distance 0.298

#8 · Bhandaracell 4710002006

distance 0.302

#9 · Bhandaracell 4710002180

distance 0.305

#10 · Bhandaracell 4710003252

distance 0.306

#11 · Bhandaracell 4710000887

distance 0.306

#12 · Nagpurcell 4840006937

distance 0.308 · cross-district

#13 · Bhandaracell 4710002785

distance 0.31

#14 · Bhandaracell 4710001559

distance 0.313

#15 · Bhandaracell 4710001722

distance 0.314

#16 · Bhandaracell 4710002971

distance 0.318

#17 · Gondiacell 4760003118

distance 0.318 · cross-district

#18 · Bhandaracell 4710001894

distance 0.319

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":4710001036}}}'

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.