Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003578

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003491

distance 0.231

#2 · Bhandaracell 4710003180

distance 0.238

#3 · Bhandaracell 4710003554

distance 0.242

#4 · Nagpurcell 4840003032

distance 0.259 · cross-district

#5 · Bhandaracell 4710003628

distance 0.265

#6 · Bhandaracell 4710003557

distance 0.275

#7 · Gondiacell 4760003037

distance 0.28 · cross-district

#8 · Nagpurcell 4840003605

distance 0.283 · cross-district

#9 · Bhandaracell 4710000939

distance 0.284

#10 · Nagpurcell 4840002111

distance 0.285 · cross-district

#11 · Bhandaracell 4710003409

distance 0.289

#12 · Nagpurcell 4840001635

distance 0.289 · cross-district

#13 · Gondiacell 4760003976

distance 0.292 · cross-district

#14 · Nagpurcell 4840001730

distance 0.298 · cross-district

#15 · Gondiacell 4760003984

distance 0.299 · cross-district

#16 · Bhandaracell 4710003528

distance 0.299

#17 · Gondiacell 4760003665

distance 0.299 · cross-district

#18 · Bhandaracell 4710002976

distance 0.302

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":4710003578}}}'

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.