Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000882

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002032

distance 0.13

#2 · Dharashivcell 4880006148

distance 0.134 · cross-district

#3 · Beedcell 4700002033

distance 0.152

#4 · Buldhanacell 4720000974

distance 0.155 · cross-district

#5 · Beedcell 4700001763

distance 0.157

#6 · Buldhanacell 4720000637

distance 0.164 · cross-district

#7 · Buldhanacell 4720000928

distance 0.164 · cross-district

#8 · Solapurcell 4960000638

distance 0.166 · cross-district

#9 · Dharashivcell 4880000576

distance 0.166 · cross-district

#10 · Laturcell 4810001523

distance 0.166 · cross-district

#11 · Dharashivcell 4880000158

distance 0.166 · cross-district

#12 · Laturcell 4810001784

distance 0.167 · cross-district

#13 · Dharashivcell 4880006285

distance 0.167 · cross-district

#14 · Dharashivcell 4880000201

distance 0.167 · cross-district

#15 · Dharashivcell 4880005674

distance 0.171 · cross-district

#16 · Solapurcell 4960001804

distance 0.171 · cross-district

#17 · Dharashivcell 4880002684

distance 0.171 · cross-district

#18 · Dharashivcell 4880004616

distance 0.171 · 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":4700000882}}}'

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.