Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002521

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001975

distance 0.274 · cross-district

#2 · Bhandaracell 4710001633

distance 0.282

#3 · Bhandaracell 4710003466

distance 0.287

#4 · Bhandaracell 4710002484

distance 0.293

#5 · Jalgaoncell 4780005214

distance 0.3 · cross-district

#6 · Nagpurcell 4840001098

distance 0.304 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001372

distance 0.308 · cross-district

#8 · Gondiacell 4760003627

distance 0.33 · cross-district

#9 · Gondiacell 4760002394

distance 0.34 · cross-district

#10 · Parbhanicell 4890005376

distance 0.341 · cross-district

#11 · Gondiacell 4760002338

distance 0.342 · cross-district

#12 · Bhandaracell 4710002731

distance 0.343

#13 · Nagpurcell 4840001210

distance 0.343 · cross-district

#14 · Gondiacell 4760002430

distance 0.344 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007238

distance 0.347 · cross-district

#16 · Nandedcell 4850000492

distance 0.347 · cross-district

#17 · Bhandaracell 4710002250

distance 0.347

#18 · Bhandaracell 4710002560

distance 0.354

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":4710002521}}}'

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.