Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005735

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004804

distance 0.175

#2 · Chhatrapati Sambhajinagarcell 4690007764

distance 0.192 · cross-district

#3 · Kolhapurcell 4800004946

distance 0.194 · cross-district

#4 · Jalnacell 4790002768

distance 0.198 · cross-district

#5 · Sanglicell 4930000411

distance 0.211 · cross-district

#6 · Kolhapurcell 4800004949

distance 0.213 · cross-district

#7 · Laturcell 4810002389

distance 0.214 · cross-district

#8 · Beedcell 4700007202

distance 0.217

#9 · Dharashivcell 4880004138

distance 0.219 · cross-district

#10 · Kolhapurcell 4800005686

distance 0.22 · cross-district

#11 · Kolhapurcell 4800004099

distance 0.22 · cross-district

#12 · Parbhanicell 4890002843

distance 0.221 · cross-district

#13 · Laturcell 4810002001

distance 0.222 · cross-district

#14 · Jalnacell 4790002850

distance 0.222 · cross-district

#15 · Jalnacell 4790003561

distance 0.223 · cross-district

#16 · Dharashivcell 4880004557

distance 0.224 · cross-district

#17 · Jalnacell 4790001127

distance 0.224 · cross-district

#18 · Laturcell 4810002582

distance 0.226 · 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":4700005735}}}'

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.