Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001933

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 2 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 4710001183

distance 0.164

#2 · Bhandaracell 4710001989

distance 0.165

#3 · Bhandaracell 4710002307

distance 0.178

#4 · Bhandaracell 4710001053

distance 0.18

#5 · Nagpurcell 4840006627

distance 0.18 · cross-district

#6 · Bhandaracell 4710001415

distance 0.184

#7 · Bhandaracell 4710001766

distance 0.186

#8 · Bhandaracell 4710000917

distance 0.19

#9 · Nagpurcell 4840000778

distance 0.191 · cross-district

#10 · Bhandaracell 4710001117

distance 0.191

#11 · Bhandaracell 4710001414

distance 0.195

#12 · Bhandaracell 4710001934

distance 0.195

#13 · Bhandaracell 4710001324

distance 0.197

#14 · Nagpurcell 4840005755

distance 0.198 · cross-district

#15 · Bhandaracell 4710001113

distance 0.2

#16 · Bhandaracell 4710001825

distance 0.2

#17 · Bhandaracell 4710001147

distance 0.203

#18 · Bhandaracell 4710000822

distance 0.204

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":4710001933}}}'

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.