Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001690

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003908

distance 0.227 · cross-district

#2 · Bhandaracell 4710001648

distance 0.254

#3 · Bhandaracell 4710002514

distance 0.273

#4 · Nagpurcell 4840001302

distance 0.284 · cross-district

#5 · Bhandaracell 4710003572

distance 0.291

#6 · Bhandaracell 4710001757

distance 0.308

#7 · Bhandaracell 4710000975

distance 0.311

#8 · Bhandaracell 4710001861

distance 0.317

#9 · Chandrapurcell 4730007658

distance 0.319 · cross-district

#10 · Chandrapurcell 4730008007

distance 0.322 · cross-district

#11 · Chandrapurcell 4730004193

distance 0.322 · cross-district

#12 · Gondiacell 4760002612

distance 0.323 · cross-district

#13 · Wardhacell 4980001659

distance 0.324 · cross-district

#14 · Chandrapurcell 4730006941

distance 0.326 · cross-district

#15 · Gondiacell 4760003545

distance 0.326 · cross-district

#16 · Bhandaracell 4710001756

distance 0.327

#17 · Nagpurcell 4840006027

distance 0.331 · cross-district

#18 · Nagpurcell 4840002369

distance 0.333 · 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":4710001690}}}'

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.