Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005571

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000947

distance 0.151 · cross-district

#2 · Amravaticell 4680001440

distance 0.154 · cross-district

#3 · Amravaticell 4680001635

distance 0.156 · cross-district

#4 · Dharashivcell 4880004634

distance 0.157 · cross-district

#5 · Parbhanicell 4890005307

distance 0.157 · cross-district

#6 · Dharashivcell 4880005111

distance 0.158 · cross-district

#7 · Buldhanacell 4720004029

distance 0.159 · cross-district

#8 · Amravaticell 4680003890

distance 0.16 · cross-district

#9 · Beedcell 4700002106

distance 0.16

#10 · Washimcell 4990003293

distance 0.16 · cross-district

#11 · Beedcell 4700005112

distance 0.161

#12 · Laturcell 4810003044

distance 0.164 · cross-district

#13 · Buldhanacell 4720005451

distance 0.165 · cross-district

#14 · Buldhanacell 4720005884

distance 0.166 · cross-district

#15 · Solapurcell 4960005098

distance 0.168 · cross-district

#16 · Washimcell 4990003498

distance 0.168 · cross-district

#17 · Beedcell 4700005997

distance 0.17

#18 · Dharashivcell 4880004915

distance 0.17 · 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":4700005571}}}'

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.