Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002437

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000909

distance 0.24 · cross-district

#2 · Nashikcell 4870013096

distance 0.268 · cross-district

#3 · Beedcell 4700001778

distance 0.279

#4 · Beedcell 4700001639

distance 0.283

#5 · Laturcell 4810003874

distance 0.285 · cross-district

#6 · Beedcell 4700001640

distance 0.285

#7 · Dharashivcell 4880002341

distance 0.286 · cross-district

#8 · Parbhanicell 4890001954

distance 0.289 · cross-district

#9 · Parbhanicell 4890002607

distance 0.292 · cross-district

#10 · Ahmednagarcell 4660013177

distance 0.295 · cross-district

#11 · Beedcell 4700002438

distance 0.298

#12 · Jalgaoncell 4780002789

distance 0.301 · cross-district

#13 · Laturcell 4810003872

distance 0.303 · cross-district

#14 · Nagpurcell 4840002502

distance 0.303 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690006749

distance 0.304 · cross-district

#16 · Laturcell 4810004985

distance 0.305 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004584

distance 0.306 · cross-district

#18 · Nagpurcell 4840002357

distance 0.307 · 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":4700002437}}}'

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.