Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001569

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001269

distance 0.076

#2 · Beedcell 4700000868

distance 0.085

#3 · Dharashivcell 4880006405

distance 0.098 · cross-district

#4 · Beedcell 4700001273

distance 0.112

#5 · Beedcell 4700001120

distance 0.112

#6 · Beedcell 4700001137

distance 0.114

#7 · Beedcell 4700001128

distance 0.123

#8 · Beedcell 4700000444

distance 0.123

#9 · Beedcell 4700001111

distance 0.127

#10 · Nashikcell 4870006069

distance 0.128 · cross-district

#11 · Beedcell 4700001133

distance 0.132

#12 · Beedcell 4700001424

distance 0.133

#13 · Beedcell 4700000997

distance 0.134

#14 · Dharashivcell 4880006288

distance 0.134 · cross-district

#15 · Dharashivcell 4880006281

distance 0.135 · cross-district

#16 · Dharashivcell 4880002301

distance 0.136 · cross-district

#17 · Dharashivcell 4880006406

distance 0.137 · cross-district

#18 · Dharashivcell 4880006330

distance 0.138 · 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":4700001569}}}'

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.