Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001031

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000309

distance 0.096

#2 · Beedcell 4700000791

distance 0.127

#3 · Beedcell 4700008368

distance 0.134

#4 · Beedcell 4700007711

distance 0.137

#5 · Beedcell 4700000302

distance 0.141

#6 · Beedcell 4700001179

distance 0.141

#7 · Beedcell 4700000573

distance 0.142

#8 · Beedcell 4700000372

distance 0.144

#9 · Beedcell 4700000772

distance 0.147

#10 · Laturcell 4810001313

distance 0.155 · cross-district

#11 · Buldhanacell 4720001427

distance 0.157 · cross-district

#12 · Beedcell 4700008597

distance 0.158

#13 · Beedcell 4700000388

distance 0.158

#14 · Beedcell 4700001152

distance 0.16

#15 · Beedcell 4700000304

distance 0.161

#16 · Beedcell 4700000176

distance 0.161

#17 · Laturcell 4810001714

distance 0.162 · cross-district

#18 · Jalnacell 4790003127

distance 0.164 · 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":4700001031}}}'

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.