Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003230

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003493

distance 0.245

#2 · Bhandaracell 4710002985

distance 0.252

#3 · Bhandaracell 4710003554

distance 0.264

#4 · Bhandaracell 4710003409

distance 0.278

#5 · Bhandaracell 4710003620

distance 0.289

#6 · Bhandaracell 4710003557

distance 0.303

#7 · Bhandaracell 4710001151

distance 0.311

#8 · Bhandaracell 4710003527

distance 0.32

#9 · Bhandaracell 4710001415

distance 0.323

#10 · Nagpurcell 4840003807

distance 0.325 · cross-district

#11 · Bhandaracell 4710001414

distance 0.329

#12 · Bhandaracell 4710000955

distance 0.331

#13 · Bhandaracell 4710000918

distance 0.332

#14 · Bhandaracell 4710003578

distance 0.333

#15 · Bhandaracell 4710003628

distance 0.335

#16 · Bhandaracell 4710003181

distance 0.337

#17 · Bhandaracell 4710003405

distance 0.338

#18 · Bhandaracell 4710003014

distance 0.338

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":4710003230}}}'

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.