Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000272

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000222

distance 0.075

#2 · Beedcell 4700000275

distance 0.09

#3 · Beedcell 4700000219

distance 0.097

#4 · Beedcell 4700000330

distance 0.101

#5 · Beedcell 4700000220

distance 0.117

#6 · Beedcell 4700000226

distance 0.127

#7 · Beedcell 4700000336

distance 0.129

#8 · Beedcell 4700000603

distance 0.13

#9 · Laturcell 4810004264

distance 0.133 · cross-district

#10 · Beedcell 4700000710

distance 0.134

#11 · Laturcell 4810003660

distance 0.134 · cross-district

#12 · Beedcell 4700000172

distance 0.139

#13 · Beedcell 4700000223

distance 0.141

#14 · Beedcell 4700000278

distance 0.142

#15 · Beedcell 4700000332

distance 0.145

#16 · Beedcell 4700000333

distance 0.147

#17 · Laturcell 4810003554

distance 0.149 · cross-district

#18 · Laturcell 4810003966

distance 0.15 · 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":4700000272}}}'

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.