Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002673

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002513

distance 0.261 · cross-district

#2 · Parbhanicell 4890002669

distance 0.267

#3 · Parbhanicell 4890002723

distance 0.287

#4 · Nandedcell 4850007999

distance 0.291 · cross-district

#5 · Parbhanicell 4890001589

distance 0.305

#6 · Chhatrapati Sambhajinagarcell 4690002912

distance 0.306 · cross-district

#7 · Beedcell 4700005256

distance 0.317 · cross-district

#8 · Akolacell 4670001217

distance 0.323 · cross-district

#9 · Jalnacell 4790000780

distance 0.324 · cross-district

#10 · Amravaticell 4680001509

distance 0.33 · cross-district

#11 · Parbhanicell 4890003251

distance 0.336

#12 · Dharashivcell 4880000830

distance 0.336 · cross-district

#13 · Parbhanicell 4890001591

distance 0.336

#14 · Jalnacell 4790002315

distance 0.338 · cross-district

#15 · Solapurcell 4960009425

distance 0.341 · cross-district

#16 · Solapurcell 4960011345

distance 0.341 · cross-district

#17 · Jalgaoncell 4780000576

distance 0.342 · cross-district

#18 · Dharashivcell 4880000558

distance 0.344 · 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":4890002673}}}'

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.