Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004083

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005284

distance 0.194

#2 · Beedcell 4700005116

distance 0.215

#3 · Ahmednagarcell 4660004795

distance 0.218 · cross-district

#4 · Parbhanicell 4890005328

distance 0.218 · cross-district

#5 · Beedcell 4700002714

distance 0.218

#6 · Chhatrapati Sambhajinagarcell 4690008237

distance 0.225 · cross-district

#7 · Parbhanicell 4890005209

distance 0.227 · cross-district

#8 · Yavatmalcell 5000007284

distance 0.234 · cross-district

#9 · Dharashivcell 4880001129

distance 0.235 · cross-district

#10 · Beedcell 4700005274

distance 0.236

#11 · Buldhanacell 4720005150

distance 0.24 · cross-district

#12 · Sanglicell 4930004817

distance 0.24 · cross-district

#13 · Punecell 4900006051

distance 0.242 · cross-district

#14 · Beedcell 4700001005

distance 0.245

#15 · Sanglicell 4930004256

distance 0.248 · cross-district

#16 · Beedcell 4700002930

distance 0.25

#17 · Yavatmalcell 5000002901

distance 0.254 · cross-district

#18 · Sanglicell 4930004569

distance 0.254 · 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":4700004083}}}'

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.