Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002236

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002338

distance 0.298

#2 · Bhandaracell 4710001968

distance 0.346

#3 · Wardhacell 4980001082

distance 0.376 · cross-district

#4 · Solapurcell 4960011025

distance 0.406 · cross-district

#5 · Nagpurcell 4840003000

distance 0.416 · cross-district

#6 · Jalgaoncell 4780005769

distance 0.42 · cross-district

#7 · Bhandaracell 4710002130

distance 0.425

#8 · Nagpurcell 4840002804

distance 0.432 · cross-district

#9 · Jalgaoncell 4780005906

distance 0.435 · cross-district

#10 · Laturcell 4810003160

distance 0.441 · cross-district

#11 · Bhandaracell 4710002235

distance 0.442

#12 · Nagpurcell 4840003187

distance 0.442 · cross-district

#13 · Bhandaracell 4710002138

distance 0.445

#14 · Buldhanacell 4720006158

distance 0.451 · cross-district

#15 · Jalnacell 4790003263

distance 0.454 · cross-district

#16 · Yavatmalcell 5000010404

distance 0.455 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003397

distance 0.457 · cross-district

#18 · Nagpurcell 4840003486

distance 0.457 · 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":4710002236}}}'

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.