Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008024

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008005

distance 0.187

#2 · Parbhanicell 4890002419

distance 0.194 · cross-district

#3 · Beedcell 4700008291

distance 0.194

#4 · Parbhanicell 4890003055

distance 0.204 · cross-district

#5 · Parbhanicell 4890002489

distance 0.206 · cross-district

#6 · Jalnacell 4790000251

distance 0.209 · cross-district

#7 · Solapurcell 4960005474

distance 0.211 · cross-district

#8 · Dharashivcell 4880006384

distance 0.215 · cross-district

#9 · Jalnacell 4790000293

distance 0.22 · cross-district

#10 · Beedcell 4700007833

distance 0.221

#11 · Parbhanicell 4890003609

distance 0.222 · cross-district

#12 · Parbhanicell 4890002892

distance 0.224 · cross-district

#13 · Beedcell 4700008260

distance 0.225

#14 · Parbhanicell 4890003544

distance 0.227 · cross-district

#15 · Beedcell 4700006176

distance 0.228

#16 · Jalnacell 4790002293

distance 0.23 · cross-district

#17 · Beedcell 4700008195

distance 0.231

#18 · Jalnacell 4790002213

distance 0.231 · 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":4700008024}}}'

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.