Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000459

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000505

distance 0.123

#2 · Bhandaracell 4710000504

distance 0.134

#3 · Bhandaracell 4710000233

distance 0.142

#4 · Chandrapurcell 4730009655

distance 0.147 · cross-district

#5 · Bhandaracell 4710000724

distance 0.166

#6 · Bhandaracell 4710000803

distance 0.177

#7 · Bhandaracell 4710000502

distance 0.183

#8 · Bhandaracell 4710000680

distance 0.201

#9 · Bhandaracell 4710000496

distance 0.206

#10 · Chandrapurcell 4730009694

distance 0.218 · cross-district

#11 · Bhandaracell 4710000804

distance 0.219

#12 · Bhandaracell 4710000461

distance 0.242

#13 · Bhandaracell 4710000503

distance 0.246

#14 · Chandrapurcell 4730009665

distance 0.25 · cross-district

#15 · Bhandaracell 4710000410

distance 0.253

#16 · Chandrapurcell 4730006430

distance 0.255 · cross-district

#17 · Bhandaracell 4710000029

distance 0.256

#18 · Bhandaracell 4710000681

distance 0.257

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":4710000459}}}'

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.