Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004100

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

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005727

distance 0.074

#2 · Beedcell 4700004133

distance 0.091

#3 · Beedcell 4700004999

distance 0.105

#4 · Beedcell 4700005325

distance 0.121

#5 · Beedcell 4700000138

distance 0.123

#6 · Beedcell 4700004478

distance 0.123

#7 · Dharashivcell 4880006082

distance 0.124 · cross-district

#8 · Dharashivcell 4880000406

distance 0.126 · cross-district

#9 · Dharashivcell 4880005197

distance 0.127 · cross-district

#10 · Dharashivcell 4880001124

distance 0.129 · cross-district

#11 · Beedcell 4700004832

distance 0.13

#12 · Chhatrapati Sambhajinagarcell 4690002670

distance 0.131 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001776

distance 0.132 · cross-district

#14 · Beedcell 4700003798

distance 0.133

#15 · Solapurcell 4960005251

distance 0.133 · cross-district

#16 · Buldhanacell 4720003800

distance 0.136 · cross-district

#17 · Solapurcell 4960005549

distance 0.137 · cross-district

#18 · Buldhanacell 4720001998

distance 0.138 · 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":4700004100}}}'

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.