Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001576

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001044

distance 0.109

#2 · Beedcell 4700001137

distance 0.112

#3 · Dharashivcell 4880004367

distance 0.113 · cross-district

#4 · Beedcell 4700001445

distance 0.114

#5 · Beedcell 4700000649

distance 0.114

#6 · Dharashivcell 4880006275

distance 0.114 · cross-district

#7 · Beedcell 4700001275

distance 0.117

#8 · Beedcell 4700000449

distance 0.12

#9 · Beedcell 4700001590

distance 0.121

#10 · Dharashivcell 4880004715

distance 0.123 · cross-district

#11 · Dharashivcell 4880005661

distance 0.123 · cross-district

#12 · Beedcell 4700000373

distance 0.124

#13 · Beedcell 4700002373

distance 0.124

#14 · Beedcell 4700001173

distance 0.127

#15 · Beedcell 4700000400

distance 0.128

#16 · Sanglicell 4930001066

distance 0.131 · cross-district

#17 · Dharashivcell 4880004368

distance 0.133 · cross-district

#18 · Dharashivcell 4880005205

distance 0.134 · 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":4700001576}}}'

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.