Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003697

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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003869

distance 0.044

#2 · Beedcell 4700003872

distance 0.115

#3 · Solapurcell 4960012639

distance 0.136 · cross-district

#4 · Ahmednagarcell 4660001285

distance 0.143 · cross-district

#5 · Dharashivcell 4880006370

distance 0.147 · cross-district

#6 · Beedcell 4700006654

distance 0.154

#7 · Beedcell 4700004900

distance 0.155

#8 · Dharashivcell 4880002507

distance 0.155 · cross-district

#9 · Beedcell 4700003702

distance 0.158

#10 · Sanglicell 4930001936

distance 0.162 · cross-district

#11 · Sanglicell 4930002106

distance 0.163 · cross-district

#12 · Solapurcell 4960012365

distance 0.163 · cross-district

#13 · Beedcell 4700003530

distance 0.164

#14 · Dharashivcell 4880006434

distance 0.167 · cross-district

#15 · Beedcell 4700004915

distance 0.167

#16 · Dharashivcell 4880006289

distance 0.168 · cross-district

#17 · Dharashivcell 4880001295

distance 0.171 · cross-district

#18 · Dharashivcell 4880006406

distance 0.172 · 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":4700003697}}}'

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.