Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001656

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003598

distance 0.316 · cross-district

#2 · Yavatmalcell 5000004583

distance 0.336 · cross-district

#3 · Nagpurcell 4840004210

distance 0.348 · cross-district

#4 · Bhandaracell 4710001690

distance 0.348

#5 · Bhandaracell 4710003572

distance 0.36

#6 · Buldhanacell 4720003597

distance 0.365 · cross-district

#7 · Bhandaracell 4710002050

distance 0.379

#8 · Gondiacell 4760000988

distance 0.389 · cross-district

#9 · Gondiacell 4760003569

distance 0.392 · cross-district

#10 · Solapurcell 4960001376

distance 0.394 · cross-district

#11 · Dharashivcell 4880005922

distance 0.395 · cross-district

#12 · Gondiacell 4760003545

distance 0.395 · cross-district

#13 · Gondiacell 4760003897

distance 0.397 · cross-district

#14 · Wardhacell 4980002301

distance 0.401 · cross-district

#15 · Bhandaracell 4710002614

distance 0.402

#16 · Bhandaracell 4710002530

distance 0.402

#17 · Gondiacell 4760004154

distance 0.403 · cross-district

#18 · Gondiacell 4760003841

distance 0.404 · 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":4710001656}}}'

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.