Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001365

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001081

distance 0.13

#2 · Bhandaracell 4710001744

distance 0.134

#3 · Bhandaracell 4710001366

distance 0.14

#4 · Bhandaracell 4710001973

distance 0.141

#5 · Bhandaracell 4710001974

distance 0.144

#6 · Bhandaracell 4710001804

distance 0.144

#7 · Gondiacell 4760002952

distance 0.152 · cross-district

#8 · Bhandaracell 4710001821

distance 0.152

#9 · Gondiacell 4760002951

distance 0.156 · cross-district

#10 · Bhandaracell 4710001532

distance 0.156

#11 · Bhandaracell 4710000952

distance 0.157

#12 · Gondiacell 4760002783

distance 0.161 · cross-district

#13 · Bhandaracell 4710001638

distance 0.161

#14 · Bhandaracell 4710001599

distance 0.166

#15 · Bhandaracell 4710002626

distance 0.166

#16 · Gondiacell 4760000513

distance 0.166 · cross-district

#17 · Bhandaracell 4710001072

distance 0.166

#18 · Nagpurcell 4840002657

distance 0.167 · 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":4710001365}}}'

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.