Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001925

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001080

distance 0.18

#2 · Nagpurcell 4840005733

distance 0.206 · cross-district

#3 · Bhandaracell 4710002281

distance 0.222

#4 · Nagpurcell 4840003324

distance 0.229 · cross-district

#5 · Nagpurcell 4840000909

distance 0.233 · cross-district

#6 · Bhandaracell 4710003124

distance 0.234

#7 · Nagpurcell 4840006397

distance 0.237 · cross-district

#8 · Bhandaracell 4710001421

distance 0.241

#9 · Bhandaracell 4710001262

distance 0.247

#10 · Bhandaracell 4710002062

distance 0.248

#11 · Nagpurcell 4840002300

distance 0.251 · cross-district

#12 · Nagpurcell 4840002391

distance 0.253 · cross-district

#13 · Bhandaracell 4710003516

distance 0.255

#14 · Bhandaracell 4710001146

distance 0.257

#15 · Bhandaracell 4710001892

distance 0.26

#16 · Nagpurcell 4840005605

distance 0.26 · cross-district

#17 · Bhandaracell 4710002925

distance 0.261

#18 · Nagpurcell 4840003510

distance 0.264 · 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":4710001925}}}'

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.