Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001360

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001893

distance 0.259 · cross-district

#2 · Parbhanicell 4890002354

distance 0.277

#3 · Parbhanicell 4890001175

distance 0.28

#4 · Kolhapurcell 4800005290

distance 0.281 · cross-district

#5 · Parbhanicell 4890001286

distance 0.283

#6 · Parbhanicell 4890001514

distance 0.287

#7 · Parbhanicell 4890003017

distance 0.291

#8 · Ahmednagarcell 4660008609

distance 0.292 · cross-district

#9 · Amravaticell 4680009181

distance 0.293 · cross-district

#10 · Parbhanicell 4890001047

distance 0.298

#11 · Gondiacell 4760000343

distance 0.298 · cross-district

#12 · Parbhanicell 4890000930

distance 0.305

#13 · Parbhanicell 4890000483

distance 0.309

#14 · Ahmednagarcell 4660009109

distance 0.31 · cross-district

#15 · Parbhanicell 4890000588

distance 0.31

#16 · Nashikcell 4870011706

distance 0.313 · cross-district

#17 · Jalgaoncell 4780001678

distance 0.316 · cross-district

#18 · Kolhapurcell 4800005908

distance 0.319 · 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":4890001360}}}'

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.