Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008456

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000001

distance 0.104 · cross-district

#2 · Beedcell 4700008097

distance 0.127

#3 · Jalnacell 4790000083

distance 0.128 · cross-district

#4 · Beedcell 4700008668

distance 0.142

#5 · Jalgaoncell 4780003804

distance 0.147 · cross-district

#6 · Buldhanacell 4720001425

distance 0.148 · cross-district

#7 · Hingolicell 4770000448

distance 0.15 · cross-district

#8 · Parbhanicell 4890003060

distance 0.154 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001955

distance 0.156 · cross-district

#10 · Dharashivcell 4880000572

distance 0.156 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002044

distance 0.156 · cross-district

#12 · Yavatmalcell 5000004859

distance 0.16 · cross-district

#13 · Buldhanacell 4720001370

distance 0.162 · cross-district

#14 · Beedcell 4700005165

distance 0.162

#15 · Jalnacell 4790000895

distance 0.163 · cross-district

#16 · Nandedcell 4850004119

distance 0.163 · cross-district

#17 · Nandedcell 4850003269

distance 0.164 · cross-district

#18 · Washimcell 4990001964

distance 0.165 · 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":4700008456}}}'

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.