Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001886

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001833

distance 0.255

#2 · Nagpurcell 4840003419

distance 0.265 · cross-district

#3 · Bhandaracell 4710001624

distance 0.269

#4 · Bhandaracell 4710001483

distance 0.27

#5 · Gondiacell 4760001038

distance 0.278 · cross-district

#6 · Gadchirolicell 4750011393

distance 0.278 · cross-district

#7 · Bhandaracell 4710001834

distance 0.286

#8 · Gondiacell 4760001035

distance 0.288 · cross-district

#9 · Bhandaracell 4710002164

distance 0.292

#10 · Gondiacell 4760001146

distance 0.294 · cross-district

#11 · Bhandaracell 4710000039

distance 0.299

#12 · Bhandaracell 4710002785

distance 0.306

#13 · Chandrapurcell 4730009625

distance 0.307 · cross-district

#14 · Bhandaracell 4710000887

distance 0.311

#15 · Bhandaracell 4710001630

distance 0.313

#16 · Gondiacell 4760000924

distance 0.316 · cross-district

#17 · Bhandaracell 4710001530

distance 0.32

#18 · Chandrapurcell 4730009674

distance 0.32 · 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":4710001886}}}'

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.