Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001557

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001178

distance 0.249

#2 · Nandedcell 4850004863

distance 0.274 · cross-district

#3 · Jalnacell 4790000028

distance 0.276 · cross-district

#4 · Nandedcell 4850004935

distance 0.277 · cross-district

#5 · Solapurcell 4960003970

distance 0.277 · cross-district

#6 · Beedcell 4700008949

distance 0.287 · cross-district

#7 · Beedcell 4700008969

distance 0.289 · cross-district

#8 · Solapurcell 4960010659

distance 0.291 · cross-district

#9 · Beedcell 4700009042

distance 0.293 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.299 · cross-district

#11 · Dharashivcell 4880004308

distance 0.303 · cross-district

#12 · Kolhapurcell 4800004130

distance 0.31 · cross-district

#13 · Beedcell 4700007155

distance 0.311 · cross-district

#14 · Parbhanicell 4890001243

distance 0.311

#15 · Chhatrapati Sambhajinagarcell 4690001613

distance 0.313 · cross-district

#16 · Beedcell 4700004819

distance 0.314 · cross-district

#17 · Dharashivcell 4880001512

distance 0.318 · cross-district

#18 · Dharashivcell 4880000281

distance 0.318 · 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":4890001557}}}'

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.