Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004828

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004142

distance 0.076

#2 · Parbhanicell 4890000564

distance 0.108 · cross-district

#3 · Beedcell 4700004323

distance 0.109

#4 · Beedcell 4700005439

distance 0.11

#5 · Beedcell 4700006013

distance 0.116

#6 · Solapurcell 4960010176

distance 0.12 · cross-district

#7 · Beedcell 4700005328

distance 0.121

#8 · Beedcell 4700005726

distance 0.123

#9 · Jalnacell 4790005681

distance 0.123 · cross-district

#10 · Solapurcell 4960011121

distance 0.125 · cross-district

#11 · Solapurcell 4960010494

distance 0.131 · cross-district

#12 · Beedcell 4700006001

distance 0.132

#13 · Dharashivcell 4880006206

distance 0.132 · cross-district

#14 · Beedcell 4700003797

distance 0.133

#15 · Solapurcell 4960010743

distance 0.134 · cross-district

#16 · Solapurcell 4960005070

distance 0.135 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002262

distance 0.135 · cross-district

#18 · Dharashivcell 4880006147

distance 0.135 · 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":4700004828}}}'

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.