Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001014

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001217

distance 0.197

#2 · Nagpurcell 4840004209

distance 0.233 · cross-district

#3 · Bhandaracell 4710001707

distance 0.238

#4 · Nagpurcell 4840006834

distance 0.24 · cross-district

#5 · Bhandaracell 4710001671

distance 0.241

#6 · Bhandaracell 4710000974

distance 0.242

#7 · Bhandaracell 4710001101

distance 0.243

#8 · Bhandaracell 4710001008

distance 0.246

#9 · Bhandaracell 4710002927

distance 0.248

#10 · Bhandaracell 4710001512

distance 0.252

#11 · Bhandaracell 4710001040

distance 0.261

#12 · Bhandaracell 4710001126

distance 0.264

#13 · Bhandaracell 4710001603

distance 0.265

#14 · Gondiacell 4760003561

distance 0.267 · cross-district

#15 · Bhandaracell 4710001950

distance 0.267

#16 · Bhandaracell 4710001509

distance 0.269

#17 · Bhandaracell 4710001041

distance 0.269

#18 · Gondiacell 4760001189

distance 0.272 · 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":4710001014}}}'

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.