Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008269

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008273

distance 0.064

#2 · Jalnacell 4790000077

distance 0.079 · cross-district

#3 · Jalnacell 4790000181

distance 0.087 · cross-district

#4 · Beedcell 4700008661

distance 0.099

#5 · Beedcell 4700008274

distance 0.103

#6 · Beedcell 4700008174

distance 0.115

#7 · Jalnacell 4790000222

distance 0.128 · cross-district

#8 · Washimcell 4990002328

distance 0.128 · cross-district

#9 · Washimcell 4990003214

distance 0.13 · cross-district

#10 · Nandedcell 4850000759

distance 0.133 · cross-district

#11 · Jalnacell 4790001038

distance 0.137 · cross-district

#12 · Washimcell 4990001972

distance 0.139 · cross-district

#13 · Washimcell 4990001701

distance 0.14 · cross-district

#14 · Beedcell 4700008365

distance 0.14

#15 · Jalnacell 4790000230

distance 0.143 · cross-district

#16 · Washimcell 4990001695

distance 0.143 · cross-district

#17 · Jalnacell 4790000466

distance 0.144 · cross-district

#18 · Washimcell 4990002654

distance 0.144 · 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":4700008269}}}'

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.