Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000403

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000934

distance 0.069

#2 · Beedcell 4700001199

distance 0.074

#3 · Beedcell 4700001196

distance 0.079

#4 · Dharashivcell 4880005568

distance 0.082 · cross-district

#5 · Beedcell 4700000051

distance 0.083

#6 · Beedcell 4700006010

distance 0.086

#7 · Dharashivcell 4880006152

distance 0.091 · cross-district

#8 · Beedcell 4700000126

distance 0.093

#9 · Dharashivcell 4880006004

distance 0.094 · cross-district

#10 · Beedcell 4700003971

distance 0.095

#11 · Dharashivcell 4880005663

distance 0.095 · cross-district

#12 · Beedcell 4700000692

distance 0.096

#13 · Dharashivcell 4880004621

distance 0.1 · cross-district

#14 · Beedcell 4700006295

distance 0.1

#15 · Beedcell 4700005276

distance 0.101

#16 · Beedcell 4700006296

distance 0.102

#17 · Dharashivcell 4880004707

distance 0.103 · cross-district

#18 · Dharashivcell 4880006081

distance 0.103 · 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":4700000403}}}'

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.