Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001424

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001056

distance 0.146

#2 · Bhandaracell 4710001174

distance 0.147

#3 · Gondiacell 4760002866

distance 0.155 · cross-district

#4 · Bhandaracell 4710000305

distance 0.172

#5 · Wardhacell 4980002037

distance 0.176 · cross-district

#6 · Gondiacell 4760003506

distance 0.176 · cross-district

#7 · Yavatmalcell 5000009926

distance 0.178 · cross-district

#8 · Bhandaracell 4710000306

distance 0.18

#9 · Bhandaracell 4710001649

distance 0.18

#10 · Bhandaracell 4710001623

distance 0.187

#11 · Yavatmalcell 5000008305

distance 0.188 · cross-district

#12 · Chandrapurcell 4730009640

distance 0.191 · cross-district

#13 · Bhandaracell 4710001058

distance 0.191

#14 · Bhandaracell 4710001120

distance 0.193

#15 · Bhandaracell 4710000985

distance 0.195

#16 · Gondiacell 4760002779

distance 0.196 · cross-district

#17 · Bhandaracell 4710000884

distance 0.196

#18 · Bhandaracell 4710001787

distance 0.199

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":4710001424}}}'

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.