Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001980

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002029

distance 0.164

#2 · Gondiacell 4760003134

distance 0.186 · cross-district

#3 · Bhandaracell 4710001495

distance 0.231

#4 · Bhandaracell 4710002084

distance 0.25

#5 · Gondiacell 4760003293

distance 0.256 · cross-district

#6 · Bhandaracell 4710002026

distance 0.258

#7 · Bhandaracell 4710001696

distance 0.259

#8 · Bhandaracell 4710001570

distance 0.26

#9 · Bhandaracell 4710001520

distance 0.26

#10 · Gondiacell 4760003289

distance 0.262 · cross-district

#11 · Nagpurcell 4840001648

distance 0.267 · cross-district

#12 · Bhandaracell 4710002352

distance 0.267

#13 · Bhandaracell 4710001476

distance 0.271

#14 · Nagpurcell 4840005473

distance 0.272 · cross-district

#15 · Bhandaracell 4710001382

distance 0.274

#16 · Bhandaracell 4710001719

distance 0.277

#17 · Bhandaracell 4710001669

distance 0.281

#18 · Gondiacell 4760003217

distance 0.282 · 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":4710001980}}}'

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.