Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005293

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006609

distance 0.235 · cross-district

#2 · Nagpurcell 4840006896

distance 0.31 · cross-district

#3 · Amravaticell 4680005639

distance 0.321 · cross-district

#4 · Washimcell 4990000227

distance 0.334 · cross-district

#5 · Amravaticell 4680002630

distance 0.335 · cross-district

#6 · Amravaticell 4680005515

distance 0.339 · cross-district

#7 · Akolacell 4670002598

distance 0.341 · cross-district

#8 · Akolacell 4670003443

distance 0.343 · cross-district

#9 · Jalgaoncell 4780006238

distance 0.343 · cross-district

#10 · Wardhacell 4980003700

distance 0.351 · cross-district

#11 · Jalgaoncell 4780005618

distance 0.357 · cross-district

#12 · Nagpurcell 4840005161

distance 0.359 · cross-district

#13 · Sataracell 4940003411

distance 0.363 · cross-district

#14 · Solapurcell 4960006986

distance 0.366 · cross-district

#15 · Nagpurcell 4840004584

distance 0.368 · cross-district

#16 · Yavatmalcell 5000010133

distance 0.369 · cross-district

#17 · Akolacell 4670000747

distance 0.371 · cross-district

#18 · Akolacell 4670001568

distance 0.372 · 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":4890005293}}}'

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.