Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008388

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003408

distance 0.172 · cross-district

#2 · Parbhanicell 4890003291

distance 0.174 · cross-district

#3 · Parbhanicell 4890002417

distance 0.174 · cross-district

#4 · Parbhanicell 4890003385

distance 0.194 · cross-district

#5 · Beedcell 4700008465

distance 0.197

#6 · Beedcell 4700007376

distance 0.211

#7 · Laturcell 4810004004

distance 0.216 · cross-district

#8 · Jalnacell 4790001048

distance 0.216 · cross-district

#9 · Parbhanicell 4890002393

distance 0.217 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004615

distance 0.218 · cross-district

#11 · Beedcell 4700008999

distance 0.22

#12 · Beedcell 4700008434

distance 0.222

#13 · Beedcell 4700008371

distance 0.224

#14 · Parbhanicell 4890002251

distance 0.224 · cross-district

#15 · Laturcell 4810003390

distance 0.225 · cross-district

#16 · Beedcell 4700007825

distance 0.225

#17 · Solapurcell 4960005018

distance 0.225 · cross-district

#18 · Hingolicell 4770003807

distance 0.226 · 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":4700008388}}}'

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.