Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003492

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003579

distance 0.194

#2 · Bhandaracell 4710001906

distance 0.314

#3 · Bhandaracell 4710003398

distance 0.34

#4 · Bhandaracell 4710000821

distance 0.347

#5 · Nagpurcell 4840004306

distance 0.369 · cross-district

#6 · Nagpurcell 4840002098

distance 0.371 · cross-district

#7 · Bhandaracell 4710001944

distance 0.377

#8 · Gondiacell 4760003717

distance 0.379 · cross-district

#9 · Bhandaracell 4710003607

distance 0.379

#10 · Nagpurcell 4840003325

distance 0.392 · cross-district

#11 · Bhandaracell 4710003550

distance 0.398

#12 · Bhandaracell 4710001990

distance 0.398

#13 · Gondiacell 4760000846

distance 0.4 · cross-district

#14 · Bhandaracell 4710002180

distance 0.402

#15 · Nagpurcell 4840004099

distance 0.403 · cross-district

#16 · Gondiacell 4760003716

distance 0.405 · cross-district

#17 · Bhandaracell 4710003556

distance 0.406

#18 · Gondiacell 4760004408

distance 0.407 · 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":4710003492}}}'

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.