Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002398

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

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002349

distance 0.064

#2 · Bhandaracell 4710002642

distance 0.085

#3 · Bhandaracell 4710001863

distance 0.085

#4 · Bhandaracell 4710001301

distance 0.089

#5 · Bhandaracell 4710001447

distance 0.091

#6 · Gondiacell 4760003201

distance 0.091 · cross-district

#7 · Bhandaracell 4710002489

distance 0.091

#8 · Gondiacell 4760002870

distance 0.099 · cross-district

#9 · Bhandaracell 4710001920

distance 0.106

#10 · Bhandaracell 4710001602

distance 0.108

#11 · Bhandaracell 4710001859

distance 0.111

#12 · Bhandaracell 4710001747

distance 0.114

#13 · Bhandaracell 4710002195

distance 0.124

#14 · Bhandaracell 4710001498

distance 0.126

#15 · Bhandaracell 4710002585

distance 0.127

#16 · Bhandaracell 4710002658

distance 0.132

#17 · Gondiacell 4760003193

distance 0.133 · cross-district

#18 · Gondiacell 4760003114

distance 0.134 · 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":4710002398}}}'

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.