Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008569

The MH-36 locality cells most similar to this Beed 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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002863

distance 0.237 · cross-district

#2 · Sanglicell 4930000375

distance 0.245 · cross-district

#3 · Hingolicell 4770000138

distance 0.257 · cross-district

#4 · Beedcell 4700001410

distance 0.262

#5 · Laturcell 4810002469

distance 0.269 · cross-district

#6 · Hingolicell 4770000243

distance 0.277 · cross-district

#7 · Beedcell 4700002521

distance 0.281

#8 · Beedcell 4700008907

distance 0.281

#9 · Hingolicell 4770000166

distance 0.284 · cross-district

#10 · Dhulecell 4740001570

distance 0.285 · cross-district

#11 · Laturcell 4810002874

distance 0.286 · cross-district

#12 · Jalnacell 4790003537

distance 0.288 · cross-district

#13 · Parbhanicell 4890003009

distance 0.291 · cross-district

#14 · Sanglicell 4930003109

distance 0.292 · cross-district

#15 · Hingolicell 4770000093

distance 0.292 · cross-district

#16 · Solapurcell 4960012416

distance 0.293 · cross-district

#17 · Hingolicell 4770000172

distance 0.293 · cross-district

#18 · Laturcell 4810002786

distance 0.296 · 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":470,"cluster_id":4700008569}}}'

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.