Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002629

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002711

distance 0.17

#2 · Beedcell 4700007283

distance 0.208 · cross-district

#3 · Beedcell 4700001302

distance 0.227 · cross-district

#4 · Solapurcell 4960004562

distance 0.229 · cross-district

#5 · Beedcell 4700009042

distance 0.242 · cross-district

#6 · Beedcell 4700001171

distance 0.246 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000095

distance 0.277 · cross-district

#8 · Beedcell 4700008949

distance 0.281 · cross-district

#9 · Parbhanicell 4890001404

distance 0.283

#10 · Beedcell 4700006607

distance 0.286 · cross-district

#11 · Beedcell 4700004943

distance 0.287 · cross-district

#12 · Jalnacell 4790003244

distance 0.288 · cross-district

#13 · Washimcell 4990001180

distance 0.292 · cross-district

#14 · Beedcell 4700008293

distance 0.292 · cross-district

#15 · Beedcell 4700007155

distance 0.293 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.296 · cross-district

#17 · Solapurcell 4960003965

distance 0.301 · cross-district

#18 · Beedcell 4700008953

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":4890002629}}}'

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.