Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002117

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001706

distance 0.203

#2 · Akolacell 4670001288

distance 0.244 · cross-district

#3 · Solapurcell 4960011353

distance 0.257 · cross-district

#4 · Parbhanicell 4890001869

distance 0.259

#5 · Jalgaoncell 4780005928

distance 0.266 · cross-district

#6 · Nagpurcell 4840002273

distance 0.27 · cross-district

#7 · Akolacell 4670003382

distance 0.275 · cross-district

#8 · Solapurcell 4960009568

distance 0.276 · cross-district

#9 · Jalgaoncell 4780005200

distance 0.282 · cross-district

#10 · Buldhanacell 4720006619

distance 0.283 · cross-district

#11 · Parbhanicell 4890003321

distance 0.285

#12 · Amravaticell 4680001369

distance 0.285 · cross-district

#13 · Solapurcell 4960011801

distance 0.286 · cross-district

#14 · Washimcell 4990002153

distance 0.3 · cross-district

#15 · Solapurcell 4960010815

distance 0.301 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002568

distance 0.301 · cross-district

#17 · Jalgaoncell 4780005354

distance 0.306 · cross-district

#18 · Wardhacell 4980001436

distance 0.307 · 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":4890002117}}}'

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.