Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001295

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001379

distance 0.159

#2 · Bhandaracell 4710001198

distance 0.167

#3 · Bhandaracell 4710000962

distance 0.206

#4 · Bhandaracell 4710001199

distance 0.216

#5 · Nagpurcell 4840000096

distance 0.22 · cross-district

#6 · Bhandaracell 4710001789

distance 0.221

#7 · Bhandaracell 4710001332

distance 0.222

#8 · Bhandaracell 4710001239

distance 0.223

#9 · Bhandaracell 4710001240

distance 0.223

#10 · Bhandaracell 4710001065

distance 0.224

#11 · Gondiacell 4760001093

distance 0.224 · cross-district

#12 · Bhandaracell 4710000820

distance 0.227

#13 · Gondiacell 4760001635

distance 0.229 · cross-district

#14 · Gondiacell 4760001187

distance 0.236 · cross-district

#15 · Nagpurcell 4840000138

distance 0.241 · cross-district

#16 · Gondiacell 4760000474

distance 0.263 · cross-district

#17 · Bhandaracell 4710001392

distance 0.264

#18 · Bhandaracell 4710001096

distance 0.265

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":4710001295}}}'

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.