Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003790

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000057

distance 0.116

#2 · Dharashivcell 4880000688

distance 0.121 · cross-district

#3 · Solapurcell 4960006995

distance 0.122 · cross-district

#4 · Buldhanacell 4720005226

distance 0.126 · cross-district

#5 · Buldhanacell 4720001867

distance 0.133 · cross-district

#6 · Washimcell 4990001120

distance 0.137 · cross-district

#7 · Dharashivcell 4880005929

distance 0.14 · cross-district

#8 · Nandedcell 4850000524

distance 0.141 · cross-district

#9 · Solapurcell 4960004936

distance 0.144 · cross-district

#10 · Washimcell 4990000518

distance 0.144 · cross-district

#11 · Jalgaoncell 4780001928

distance 0.146 · cross-district

#12 · Akolacell 4670000369

distance 0.147 · cross-district

#13 · Dharashivcell 4880001035

distance 0.148 · cross-district

#14 · Beedcell 4700007065

distance 0.149

#15 · Solapurcell 4960004930

distance 0.149 · cross-district

#16 · Buldhanacell 4720003575

distance 0.15 · cross-district

#17 · Dharashivcell 4880000274

distance 0.151 · cross-district

#18 · Washimcell 4990000865

distance 0.151 · 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":4700003790}}}'

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.