Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003111

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

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000859

distance 0.253 · cross-district

#2 · Bhandaracell 4710001716

distance 0.255

#3 · Bhandaracell 4710003154

distance 0.282

#4 · Bhandaracell 4710001479

distance 0.291

#5 · Chandrapurcell 4730008583

distance 0.309 · cross-district

#6 · Bhandaracell 4710000231

distance 0.315

#7 · Gondiacell 4760000810

distance 0.318 · cross-district

#8 · Bhandaracell 4710001508

distance 0.32

#9 · Chandrapurcell 4730008125

distance 0.322 · cross-district

#10 · Bhandaracell 4710001478

distance 0.325

#11 · Nagpurcell 4840003421

distance 0.327 · cross-district

#12 · Bhandaracell 4710001612

distance 0.328

#13 · Bhandaracell 4710002676

distance 0.33

#14 · Bhandaracell 4710001559

distance 0.332

#15 · Gadchirolicell 4750010645

distance 0.333 · cross-district

#16 · Gondiacell 4760000843

distance 0.341 · cross-district

#17 · Gondiacell 4760001146

distance 0.342 · cross-district

#18 · Nagpurcell 4840003946

distance 0.343 · 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":4710003111}}}'

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.