Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005151

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005602

distance 0.085

#2 · Beedcell 4700004821

distance 0.085

#3 · Parbhanicell 4890000476

distance 0.106 · cross-district

#4 · Beedcell 4700006957

distance 0.116

#5 · Beedcell 4700004644

distance 0.117

#6 · Beedcell 4700006714

distance 0.12

#7 · Beedcell 4700004649

distance 0.124

#8 · Beedcell 4700004985

distance 0.125

#9 · Beedcell 4700006712

distance 0.125

#10 · Beedcell 4700005746

distance 0.126

#11 · Beedcell 4700006579

distance 0.126

#12 · Beedcell 4700004983

distance 0.127

#13 · Beedcell 4700004980

distance 0.13

#14 · Beedcell 4700005606

distance 0.13

#15 · Beedcell 4700006312

distance 0.132

#16 · Laturcell 4810001274

distance 0.133 · cross-district

#17 · Beedcell 4700006166

distance 0.135

#18 · Beedcell 4700006163

distance 0.135

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":4700005151}}}'

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.