Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001929

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001556

distance 0.101

#2 · Bhandaracell 4710001366

distance 0.134

#3 · Nagpurcell 4840005770

distance 0.143 · cross-district

#4 · Bhandaracell 4710002044

distance 0.144

#5 · Bhandaracell 4710001048

distance 0.162

#6 · Nagpurcell 4840006840

distance 0.165 · cross-district

#7 · Bhandaracell 4710003123

distance 0.19

#8 · Bhandaracell 4710001670

distance 0.191

#9 · Bhandaracell 4710002673

distance 0.193

#10 · Nagpurcell 4840003903

distance 0.195 · cross-district

#11 · Bhandaracell 4710001712

distance 0.197

#12 · Bhandaracell 4710002172

distance 0.197

#13 · Nagpurcell 4840005641

distance 0.2 · cross-district

#14 · Bhandaracell 4710002761

distance 0.202

#15 · Bhandaracell 4710002860

distance 0.205

#16 · Nagpurcell 4840006938

distance 0.206 · cross-district

#17 · Bhandaracell 4710001118

distance 0.207

#18 · Bhandaracell 4710000985

distance 0.209

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":4710001929}}}'

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.