Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002400

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000916

distance 0.118

#2 · Beedcell 4700002401

distance 0.14

#3 · Laturcell 4810000999

distance 0.168 · cross-district

#4 · Laturcell 4810000994

distance 0.176 · cross-district

#5 · Buldhanacell 4720001373

distance 0.177 · cross-district

#6 · Beedcell 4700005309

distance 0.179

#7 · Buldhanacell 4720001655

distance 0.184 · cross-district

#8 · Beedcell 4700005150

distance 0.187

#9 · Beedcell 4700008182

distance 0.189

#10 · Beedcell 4700005749

distance 0.189

#11 · Dharashivcell 4880004613

distance 0.194 · cross-district

#12 · Laturcell 4810001298

distance 0.198 · cross-district

#13 · Buldhanacell 4720001023

distance 0.2 · cross-district

#14 · Beedcell 4700007643

distance 0.201

#15 · Buldhanacell 4720001042

distance 0.203 · cross-district

#16 · Beedcell 4700005886

distance 0.206

#17 · Parbhanicell 4890003852

distance 0.207 · cross-district

#18 · Beedcell 4700008173

distance 0.207

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":4700002400}}}'

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.