Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003545

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003605

distance 0.089

#2 · Bhandaracell 4710003096

distance 0.125

#3 · Bhandaracell 4710003546

distance 0.146

#4 · Bhandaracell 4710003547

distance 0.15

#5 · Bhandaracell 4710002981

distance 0.165

#6 · Gondiacell 4760003935

distance 0.168 · cross-district

#7 · Bhandaracell 4710003372

distance 0.174

#8 · Gondiacell 4760004370

distance 0.182 · cross-district

#9 · Bhandaracell 4710003485

distance 0.187

#10 · Gondiacell 4760003654

distance 0.188 · cross-district

#11 · Gondiacell 4760004368

distance 0.188 · cross-district

#12 · Bhandaracell 4710003281

distance 0.189

#13 · Gondiacell 4760004470

distance 0.189 · cross-district

#14 · Gondiacell 4760003765

distance 0.191 · cross-district

#15 · Gondiacell 4760004413

distance 0.192 · cross-district

#16 · Gondiacell 4760003768

distance 0.194 · cross-district

#17 · Bhandaracell 4710003193

distance 0.2

#18 · Gondiacell 4760004197

distance 0.201 · 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":4710003545}}}'

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.