Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002534

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

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007267

distance 0.232 · cross-district

#2 · Parbhanicell 4890003380

distance 0.26

#3 · Hingolicell 4770000840

distance 0.274 · cross-district

#4 · Nagpurcell 4840004183

distance 0.277 · cross-district

#5 · Washimcell 4990000705

distance 0.279 · cross-district

#6 · Jalgaoncell 4780004138

distance 0.281 · cross-district

#7 · Nashikcell 4870011482

distance 0.282 · cross-district

#8 · Nagpurcell 4840002711

distance 0.283 · cross-district

#9 · Hingolicell 4770000231

distance 0.288 · cross-district

#10 · Parbhanicell 4890001963

distance 0.291

#11 · Hingolicell 4770000131

distance 0.293 · cross-district

#12 · Hingolicell 4770000202

distance 0.296 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002565

distance 0.297 · cross-district

#14 · Hingolicell 4770000201

distance 0.297 · cross-district

#15 · Hingolicell 4770000183

distance 0.299 · cross-district

#16 · Akolacell 4670001277

distance 0.302 · cross-district

#17 · Washimcell 4990002134

distance 0.303 · cross-district

#18 · Hingolicell 4770000385

distance 0.303 · 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":4890002534}}}'

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.