Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001850

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002008

distance 0.069

#2 · Beedcell 4700002837

distance 0.085

#3 · Beedcell 4700002670

distance 0.087

#4 · Ahmednagarcell 4660002016

distance 0.089 · cross-district

#5 · Ahmednagarcell 4660002421

distance 0.089 · cross-district

#6 · Beedcell 4700002488

distance 0.106

#7 · Beedcell 4700001539

distance 0.108

#8 · Beedcell 4700002500

distance 0.112

#9 · Dharashivcell 4880005442

distance 0.116 · cross-district

#10 · Dharashivcell 4880004664

distance 0.121 · cross-district

#11 · Dharashivcell 4880006102

distance 0.121 · cross-district

#12 · Dharashivcell 4880005140

distance 0.122 · cross-district

#13 · Ahmednagarcell 4660001507

distance 0.126 · cross-district

#14 · Beedcell 4700001541

distance 0.127

#15 · Ahmednagarcell 4660001609

distance 0.13 · cross-district

#16 · Dharashivcell 4880005612

distance 0.131 · cross-district

#17 · Dharashivcell 4880006171

distance 0.132 · cross-district

#18 · Dharashivcell 4880006212

distance 0.132 · 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":4700001850}}}'

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.