Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002131

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.454

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004501

distance 0.454 · cross-district

#2 · Gadchirolicell 4750009104

distance 0.454 · cross-district

#3 · Buldhanacell 4720006438

distance 0.475 · cross-district

#4 · Bhandaracell 4710002237

distance 0.477

#5 · Chhatrapati Sambhajinagarcell 4690003507

distance 0.503 · cross-district

#6 · Bhandaracell 4710002185

distance 0.514

#7 · Nagpurcell 4840006719

distance 0.538 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002690

distance 0.545 · cross-district

#9 · Nagpurcell 4840003781

distance 0.548 · cross-district

#10 · Bhandaracell 4710002024

distance 0.55

#11 · Chhatrapati Sambhajinagarcell 4690002489

distance 0.552 · cross-district

#12 · Kolhapurcell 4800004331

distance 0.553 · cross-district

#13 · Solapurcell 4960004759

distance 0.554 · cross-district

#14 · Nagpurcell 4840002900

distance 0.557 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003018

distance 0.558 · cross-district

#16 · Ahmednagarcell 4660005034

distance 0.559 · cross-district

#17 · Bhandaracell 4710002068

distance 0.561

#18 · Nagpurcell 4840003957

distance 0.563 · 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":4710002131}}}'

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.