Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007021

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006664

distance 0.153

#2 · Beedcell 4700005541

distance 0.166

#3 · Beedcell 4700006528

distance 0.171

#4 · Beedcell 4700005534

distance 0.183

#5 · Parbhanicell 4890003176

distance 0.183 · cross-district

#6 · Parbhanicell 4890002003

distance 0.183 · cross-district

#7 · Parbhanicell 4890001924

distance 0.184 · cross-district

#8 · Punecell 4900005931

distance 0.192 · cross-district

#9 · Solapurcell 4960007016

distance 0.194 · cross-district

#10 · Ahmednagarcell 4660012531

distance 0.198 · cross-district

#11 · Beedcell 4700004583

distance 0.198

#12 · Parbhanicell 4890002097

distance 0.2 · cross-district

#13 · Parbhanicell 4890001923

distance 0.202 · cross-district

#14 · Parbhanicell 4890002093

distance 0.21 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000524

distance 0.212 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003139

distance 0.213 · cross-district

#17 · Sanglicell 4930000363

distance 0.213 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002487

distance 0.213 · 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":4700007021}}}'

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.