Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001683

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002010

distance 0.117 · cross-district

#2 · Bhandaracell 4710001514

distance 0.167

#3 · Bhandaracell 4710001513

distance 0.169

#4 · Nagpurcell 4840001646

distance 0.171 · cross-district

#5 · Bhandaracell 4710002233

distance 0.178

#6 · Gondiacell 4760001636

distance 0.188 · cross-district

#7 · Bhandaracell 4710001688

distance 0.19

#8 · Bhandaracell 4710001609

distance 0.191

#9 · Bhandaracell 4710002332

distance 0.195

#10 · Bhandaracell 4710001321

distance 0.202

#11 · Bhandaracell 4710001762

distance 0.202

#12 · Bhandaracell 4710001499

distance 0.204

#13 · Gondiacell 4760003198

distance 0.204 · cross-district

#14 · Gondiacell 4760003349

distance 0.205 · cross-district

#15 · Bhandaracell 4710000878

distance 0.205

#16 · Nagpurcell 4840008355

distance 0.206 · cross-district

#17 · Nagpurcell 4840000434

distance 0.206 · cross-district

#18 · Bhandaracell 4710001808

distance 0.212

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":4710001683}}}'

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.