Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003813

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004577

distance 0.12 · cross-district

#2 · Sanglicell 4930002742

distance 0.146 · cross-district

#3 · Beedcell 4700005176

distance 0.149

#4 · Ahmednagarcell 4660000601

distance 0.151 · cross-district

#5 · Sanglicell 4930004118

distance 0.159 · cross-district

#6 · Dhulecell 4740000379

distance 0.161 · cross-district

#7 · Sanglicell 4930004281

distance 0.162 · cross-district

#8 · Beedcell 4700000759

distance 0.169

#9 · Ahmednagarcell 4660000608

distance 0.17 · cross-district

#10 · Laturcell 4810002934

distance 0.17 · cross-district

#11 · Dharashivcell 4880002341

distance 0.171 · cross-district

#12 · Dharashivcell 4880003948

distance 0.172 · cross-district

#13 · Ahmednagarcell 4660004110

distance 0.173 · cross-district

#14 · Dharashivcell 4880001454

distance 0.174 · cross-district

#15 · Ahmednagarcell 4660004092

distance 0.176 · cross-district

#16 · Beedcell 4700001595

distance 0.176

#17 · Laturcell 4810002845

distance 0.177 · cross-district

#18 · Dhulecell 4740000313

distance 0.178 · 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":4700003813}}}'

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.