Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007154

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007143

distance 0.103

#2 · Buldhanacell 4720005889

distance 0.108 · cross-district

#3 · Beedcell 4700006044

distance 0.11

#4 · Akolacell 4670000321

distance 0.119 · cross-district

#5 · Akolacell 4670000483

distance 0.121 · cross-district

#6 · Buldhanacell 4720005484

distance 0.122 · cross-district

#7 · Buldhanacell 4720006721

distance 0.124 · cross-district

#8 · Jalgaoncell 4780005665

distance 0.127 · cross-district

#9 · Beedcell 4700004132

distance 0.127

#10 · Beedcell 4700006981

distance 0.13

#11 · Buldhanacell 4720006859

distance 0.131 · cross-district

#12 · Buldhanacell 4720004434

distance 0.132 · cross-district

#13 · Buldhanacell 4720004889

distance 0.134 · cross-district

#14 · Akolacell 4670000429

distance 0.134 · cross-district

#15 · Amravaticell 4680000480

distance 0.134 · cross-district

#16 · Jalgaoncell 4780005963

distance 0.135 · cross-district

#17 · Buldhanacell 4720000481

distance 0.135 · cross-district

#18 · Beedcell 4700006437

distance 0.136

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":4700007154}}}'

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.