Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001539

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001419

distance 0.134

#2 · Bhandaracell 4710001701

distance 0.147

#3 · Nagpurcell 4840002111

distance 0.15 · cross-district

#4 · Bhandaracell 4710001414

distance 0.151

#5 · Gondiacell 4760003037

distance 0.151 · cross-district

#6 · Nagpurcell 4840006142

distance 0.154 · cross-district

#7 · Nagpurcell 4840001727

distance 0.157 · cross-district

#8 · Nagpurcell 4840003807

distance 0.16 · cross-district

#9 · Bhandaracell 4710001227

distance 0.162

#10 · Bhandaracell 4710000842

distance 0.162

#11 · Gondiacell 4760001487

distance 0.168 · cross-district

#12 · Gondiacell 4760002864

distance 0.169 · cross-district

#13 · Bhandaracell 4710001565

distance 0.17

#14 · Bhandaracell 4710001720

distance 0.17

#15 · Bhandaracell 4710001368

distance 0.17

#16 · Bhandaracell 4710001153

distance 0.171

#17 · Bhandaracell 4710000880

distance 0.174

#18 · Gondiacell 4760001524

distance 0.18 · 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":4710001539}}}'

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.