Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003497

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000139

distance 0.125 · cross-district

#2 · Dharashivcell 4880004536

distance 0.127 · cross-district

#3 · Solapurcell 4960000344

distance 0.127 · cross-district

#4 · Dharashivcell 4880004195

distance 0.136 · cross-district

#5 · Beedcell 4700004706

distance 0.14

#6 · Ahmednagarcell 4660001061

distance 0.14 · cross-district

#7 · Beedcell 4700003487

distance 0.14

#8 · Dharashivcell 4880006003

distance 0.143 · cross-district

#9 · Beedcell 4700004360

distance 0.143

#10 · Dharashivcell 4880006002

distance 0.149 · cross-district

#11 · Sanglicell 4930005013

distance 0.149 · cross-district

#12 · Washimcell 4990000805

distance 0.15 · cross-district

#13 · Sanglicell 4930006512

distance 0.15 · cross-district

#14 · Beedcell 4700003666

distance 0.151

#15 · Dharashivcell 4880005483

distance 0.151 · cross-district

#16 · Solapurcell 4960000537

distance 0.152 · cross-district

#17 · Solapurcell 4960008097

distance 0.153 · cross-district

#18 · Ahmednagarcell 4660000477

distance 0.153 · 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":4700003497}}}'

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.