Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008338

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008503

distance 0.095

#2 · Beedcell 4700008415

distance 0.106

#3 · Beedcell 4700008070

distance 0.124

#4 · Buldhanacell 4720002101

distance 0.125 · cross-district

#5 · Beedcell 4700007314

distance 0.128

#6 · Ahmednagarcell 4660007269

distance 0.13 · cross-district

#7 · Nandedcell 4850004114

distance 0.142 · cross-district

#8 · Dharashivcell 4880006139

distance 0.142 · cross-district

#9 · Beedcell 4700007404

distance 0.147

#10 · Beedcell 4700008819

distance 0.149

#11 · Buldhanacell 4720002034

distance 0.149 · cross-district

#12 · Beedcell 4700007485

distance 0.151

#13 · Beedcell 4700007972

distance 0.151

#14 · Beedcell 4700007318

distance 0.154

#15 · Dharashivcell 4880005464

distance 0.157 · cross-district

#16 · Laturcell 4810000620

distance 0.158 · cross-district

#17 · Beedcell 4700007405

distance 0.159

#18 · Beedcell 4700007234

distance 0.161

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":4700008338}}}'

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.