Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005864

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001676

distance 0.149 · cross-district

#2 · Dharashivcell 4880000925

distance 0.166 · cross-district

#3 · Buldhanacell 4720004424

distance 0.168 · cross-district

#4 · Beedcell 4700005713

distance 0.174

#5 · Beedcell 4700006698

distance 0.18

#6 · Solapurcell 4960001326

distance 0.182 · cross-district

#7 · Akolacell 4670001171

distance 0.186 · cross-district

#8 · Dharashivcell 4880001969

distance 0.188 · cross-district

#9 · Dharashivcell 4880000532

distance 0.189 · cross-district

#10 · Parbhanicell 4890005102

distance 0.197 · cross-district

#11 · Dharashivcell 4880001102

distance 0.2 · cross-district

#12 · Beedcell 4700005722

distance 0.201

#13 · Buldhanacell 4720001359

distance 0.204 · cross-district

#14 · Amravaticell 4680002798

distance 0.208 · cross-district

#15 · Dharashivcell 4880001719

distance 0.208 · cross-district

#16 · Laturcell 4810000186

distance 0.208 · cross-district

#17 · Dharashivcell 4880001135

distance 0.21 · cross-district

#18 · Akolacell 4670003202

distance 0.211 · 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":4700005864}}}'

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.