Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003963

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004324

distance 0.11

#2 · Beedcell 4700000025

distance 0.114

#3 · Beedcell 4700005870

distance 0.118

#4 · Beedcell 4700005476

distance 0.121

#5 · Dharashivcell 4880004812

distance 0.123 · cross-district

#6 · Dharashivcell 4880004288

distance 0.125 · cross-district

#7 · Beedcell 4700004653

distance 0.127

#8 · Dharashivcell 4880004456

distance 0.129 · cross-district

#9 · Beedcell 4700001800

distance 0.129

#10 · Beedcell 4700000938

distance 0.132

#11 · Dharashivcell 4880005383

distance 0.134 · cross-district

#12 · Dharashivcell 4880000528

distance 0.135 · cross-district

#13 · Akolacell 4670000290

distance 0.136 · cross-district

#14 · Amravaticell 4680002494

distance 0.137 · cross-district

#15 · Beedcell 4700000658

distance 0.14

#16 · Dharashivcell 4880005193

distance 0.141 · cross-district

#17 · Dharashivcell 4880005298

distance 0.141 · cross-district

#18 · Dharashivcell 4880005202

distance 0.141 · 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":4700003963}}}'

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.