Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008111

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003385

distance 0.156 · cross-district

#2 · Parbhanicell 4890003579

distance 0.159 · cross-district

#3 · Parbhanicell 4890003093

distance 0.17 · cross-district

#4 · Beedcell 4700007825

distance 0.175

#5 · Beedcell 4700007824

distance 0.178

#6 · Parbhanicell 4890003250

distance 0.183 · cross-district

#7 · Jalnacell 4790000004

distance 0.191 · cross-district

#8 · Parbhanicell 4890003089

distance 0.192 · cross-district

#9 · Parbhanicell 4890003404

distance 0.194 · cross-district

#10 · Parbhanicell 4890001673

distance 0.196 · cross-district

#11 · Parbhanicell 4890003291

distance 0.198 · cross-district

#12 · Parbhanicell 4890003465

distance 0.202 · cross-district

#13 · Parbhanicell 4890002404

distance 0.205 · cross-district

#14 · Parbhanicell 4890002423

distance 0.206 · cross-district

#15 · Beedcell 4700007103

distance 0.207

#16 · Parbhanicell 4890003080

distance 0.208 · cross-district

#17 · Parbhanicell 4890002670

distance 0.209 · cross-district

#18 · Parbhanicell 4890002417

distance 0.212 · 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":4700008111}}}'

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.