Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001826

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001877

distance 0.118

#2 · Bhandaracell 4710001770

distance 0.142

#3 · Bhandaracell 4710001765

distance 0.145

#4 · Bhandaracell 4710001661

distance 0.145

#5 · Bhandaracell 4710001890

distance 0.153

#6 · Gondiacell 4760001145

distance 0.154 · cross-district

#7 · Bhandaracell 4710001714

distance 0.157

#8 · Bhandaracell 4710001511

distance 0.158

#9 · Nagpurcell 4840000644

distance 0.158 · cross-district

#10 · Bhandaracell 4710001572

distance 0.159

#11 · Gondiacell 4760001102

distance 0.165 · cross-district

#12 · Bhandaracell 4710001771

distance 0.165

#13 · Bhandaracell 4710001769

distance 0.173

#14 · Bhandaracell 4710001817

distance 0.174

#15 · Nagpurcell 4840000765

distance 0.174 · cross-district

#16 · Bhandaracell 4710002872

distance 0.175

#17 · Chandrapurcell 4730009724

distance 0.175 · cross-district

#18 · Nagpurcell 4840004310

distance 0.176 · 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":4710001826}}}'

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.