Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004339

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002661

distance 0.154 · cross-district

#2 · Beedcell 4700003991

distance 0.165

#3 · Beedcell 4700004683

distance 0.169

#4 · Ahmednagarcell 4660002376

distance 0.17 · cross-district

#5 · Beedcell 4700006486

distance 0.17

#6 · Solapurcell 4960000099

distance 0.172 · cross-district

#7 · Beedcell 4700006987

distance 0.174

#8 · Beedcell 4700004337

distance 0.174

#9 · Ahmednagarcell 4660002463

distance 0.174 · cross-district

#10 · Solapurcell 4960011616

distance 0.176 · cross-district

#11 · Ahmednagarcell 4660002748

distance 0.176 · cross-district

#12 · Ahmednagarcell 4660001362

distance 0.179 · cross-district

#13 · Buldhanacell 4720002508

distance 0.181 · cross-district

#14 · Sanglicell 4930006581

distance 0.185 · cross-district

#15 · Laturcell 4810001283

distance 0.186 · cross-district

#16 · Ahmednagarcell 4660003627

distance 0.187 · cross-district

#17 · Washimcell 4990000783

distance 0.189 · cross-district

#18 · Solapurcell 4960007124

distance 0.189 · 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":4700004339}}}'

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.