Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000445

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.39

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001890

distance 0.39 · cross-district

#2 · Wardhacell 4980003059

distance 0.443 · cross-district

#3 · Bhandaracell 4710001605

distance 0.474

#4 · Yavatmalcell 5000006379

distance 0.512 · cross-district

#5 · Buldhanacell 4720002602

distance 0.513 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690008722

distance 0.514 · cross-district

#7 · Gondiacell 4760001714

distance 0.52 · cross-district

#8 · Gondiacell 4760003398

distance 0.528 · cross-district

#9 · Akolacell 4670000441

distance 0.532 · cross-district

#10 · Amravaticell 4680001179

distance 0.532 · cross-district

#11 · Dharashivcell 4880005737

distance 0.55 · cross-district

#12 · Nagpurcell 4840005577

distance 0.551 · cross-district

#13 · Jalnacell 4790005925

distance 0.554 · cross-district

#14 · Jalgaoncell 4780001796

distance 0.559 · cross-district

#15 · Gondiacell 4760003228

distance 0.559 · cross-district

#16 · Nagpurcell 4840004390

distance 0.561 · cross-district

#17 · Amravaticell 4680001112

distance 0.562 · cross-district

#18 · Jalgaoncell 4780001715

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":4710000445}}}'

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.