Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001718

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001867

distance 0.212

#2 · Bhandaracell 4710001879

distance 0.221

#3 · Bhandaracell 4710002259

distance 0.222

#4 · Bhandaracell 4710001517

distance 0.226

#5 · Yavatmalcell 5000007020

distance 0.227 · cross-district

#6 · Gondiacell 4760000557

distance 0.231 · cross-district

#7 · Bhandaracell 4710002342

distance 0.235

#8 · Bhandaracell 4710001989

distance 0.237

#9 · Chandrapurcell 4730009394

distance 0.239 · cross-district

#10 · Chandrapurcell 4730009156

distance 0.241 · cross-district

#11 · Bhandaracell 4710001933

distance 0.242

#12 · Bhandaracell 4710001473

distance 0.242

#13 · Bhandaracell 4710001814

distance 0.243

#14 · Chandrapurcell 4730006241

distance 0.244 · cross-district

#15 · Yavatmalcell 5000007522

distance 0.247 · cross-district

#16 · Bhandaracell 4710001762

distance 0.25

#17 · Yavatmalcell 5000002687

distance 0.252 · cross-district

#18 · Nagpurcell 4840003507

distance 0.252 · 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":4710001718}}}'

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.