Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002791

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002768

distance 0.255

#2 · Bhandaracell 4710001573

distance 0.262

#3 · Bhandaracell 4710002331

distance 0.265

#4 · Bhandaracell 4710001608

distance 0.27

#5 · Bhandaracell 4710002722

distance 0.287

#6 · Bhandaracell 4710001943

distance 0.293

#7 · Bhandaracell 4710003581

distance 0.302

#8 · Bhandaracell 4710002889

distance 0.306

#9 · Bhandaracell 4710001578

distance 0.308

#10 · Bhandaracell 4710002124

distance 0.311

#11 · Bhandaracell 4710003608

distance 0.324

#12 · Nagpurcell 4840005252

distance 0.325 · cross-district

#13 · Bhandaracell 4710002596

distance 0.327

#14 · Bhandaracell 4710001516

distance 0.337

#15 · Bhandaracell 4710001367

distance 0.339

#16 · Nagpurcell 4840005122

distance 0.34 · cross-district

#17 · Bhandaracell 4710003447

distance 0.341

#18 · Nagpurcell 4840004308

distance 0.342 · 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":4710002791}}}'

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.