Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002519

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001352

distance 0.142

#2 · Bhandaracell 4710002554

distance 0.151

#3 · Bhandaracell 4710002518

distance 0.161

#4 · Bhandaracell 4710002636

distance 0.177

#5 · Bhandaracell 4710002665

distance 0.204

#6 · Bhandaracell 4710001962

distance 0.205

#7 · Gondiacell 4760003030

distance 0.209 · cross-district

#8 · Gondiacell 4760002945

distance 0.211 · cross-district

#9 · Bhandaracell 4710002479

distance 0.213

#10 · Bhandaracell 4710001418

distance 0.213

#11 · Bhandaracell 4710001913

distance 0.217

#12 · Bhandaracell 4710001558

distance 0.219

#13 · Bhandaracell 4710002584

distance 0.219

#14 · Bhandaracell 4710002481

distance 0.223

#15 · Bhandaracell 4710001816

distance 0.223

#16 · Bhandaracell 4710001805

distance 0.226

#17 · Gondiacell 4760001938

distance 0.231 · cross-district

#18 · Nagpurcell 4840005098

distance 0.232 · 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":4710002519}}}'

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.