Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003490

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003448

distance 0.173

#2 · Bhandaracell 4710003268

distance 0.179

#3 · Bhandaracell 4710003404

distance 0.181

#4 · Gondiacell 4760003617

distance 0.2 · cross-district

#5 · Bhandaracell 4710003413

distance 0.202

#6 · Bhandaracell 4710003621

distance 0.21

#7 · Bhandaracell 4710003267

distance 0.218

#8 · Bhandaracell 4710003190

distance 0.22

#9 · Nagpurcell 4840001818

distance 0.222 · cross-district

#10 · Bhandaracell 4710002970

distance 0.223

#11 · Bhandaracell 4710002330

distance 0.224

#12 · Bhandaracell 4710002947

distance 0.225

#13 · Nagpurcell 4840006734

distance 0.226 · cross-district

#14 · Bhandaracell 4710003539

distance 0.228

#15 · Bhandaracell 4710001634

distance 0.228

#16 · Bhandaracell 4710002805

distance 0.229

#17 · Gondiacell 4760004456

distance 0.229 · cross-district

#18 · Bhandaracell 4710003630

distance 0.232

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":4710003490}}}'

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.