Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004308

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005622

distance 0.15 · cross-district

#2 · Beedcell 4700004482

distance 0.16

#3 · Dharashivcell 4880004535

distance 0.17 · cross-district

#4 · Beedcell 4700004491

distance 0.172

#5 · Chhatrapati Sambhajinagarcell 4690001846

distance 0.175 · cross-district

#6 · Ahmednagarcell 4660013065

distance 0.175 · cross-district

#7 · Solapurcell 4960004876

distance 0.176 · cross-district

#8 · Beedcell 4700000178

distance 0.176

#9 · Beedcell 4700004695

distance 0.178

#10 · Solapurcell 4960000528

distance 0.181 · cross-district

#11 · Buldhanacell 4720002976

distance 0.186 · cross-district

#12 · Dharashivcell 4880005666

distance 0.186 · cross-district

#13 · Jalnacell 4790001922

distance 0.188 · cross-district

#14 · Jalnacell 4790000517

distance 0.188 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005047

distance 0.189 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001493

distance 0.19 · cross-district

#17 · Jalnacell 4790002345

distance 0.192 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001499

distance 0.195 · 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":4700004308}}}'

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.