Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005069

The MH-36 locality cells most similar to this Parbhani 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003166

distance 0.227

#2 · Jalnacell 4790002170

distance 0.227 · cross-district

#3 · Nagpurcell 4840003463

distance 0.248 · cross-district

#4 · Amravaticell 4680001098

distance 0.251 · cross-district

#5 · Amravaticell 4680003901

distance 0.262 · cross-district

#6 · Buldhanacell 4720001712

distance 0.266 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690004833

distance 0.268 · cross-district

#8 · Akolacell 4670001744

distance 0.268 · cross-district

#9 · Wardhacell 4980001724

distance 0.269 · cross-district

#10 · Akolacell 4670000935

distance 0.272 · cross-district

#11 · Wardhacell 4980004905

distance 0.272 · cross-district

#12 · Solapurcell 4960002177

distance 0.272 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.273 · cross-district

#14 · Jalnacell 4790001061

distance 0.278 · cross-district

#15 · Nagpurcell 4840004949

distance 0.278 · cross-district

#16 · Parbhanicell 4890000394

distance 0.278

#17 · Chhatrapati Sambhajinagarcell 4690001687

distance 0.279 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002727

distance 0.279 · 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":489,"cluster_id":4890005069}}}'

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.