Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008462

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001638

distance 0.106 · cross-district

#2 · Beedcell 4700008285

distance 0.12

#3 · Jalnacell 4790000205

distance 0.138 · cross-district

#4 · Beedcell 4700008540

distance 0.16

#5 · Beedcell 4700007830

distance 0.162

#6 · Jalnacell 4790001806

distance 0.164 · cross-district

#7 · Jalnacell 4790000196

distance 0.166 · cross-district

#8 · Beedcell 4700007458

distance 0.169

#9 · Beedcell 4700007915

distance 0.17

#10 · Beedcell 4700007271

distance 0.179

#11 · Chhatrapati Sambhajinagarcell 4690006024

distance 0.179 · cross-district

#12 · Beedcell 4700000906

distance 0.18

#13 · Beedcell 4700008353

distance 0.181

#14 · Laturcell 4810003896

distance 0.182 · cross-district

#15 · Solapurcell 4960005169

distance 0.183 · cross-district

#16 · Parbhanicell 4890001636

distance 0.183 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005858

distance 0.184 · cross-district

#18 · Jalnacell 4790000171

distance 0.184 · 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":4700008462}}}'

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.