Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004016

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002245

distance 0.172 · cross-district

#2 · Ahmednagarcell 4660003411

distance 0.177 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001782

distance 0.181 · cross-district

#4 · Ahmednagarcell 4660000579

distance 0.196 · cross-district

#5 · Beedcell 4700004522

distance 0.2

#6 · Ahmednagarcell 4660003098

distance 0.202 · cross-district

#7 · Parbhanicell 4890000845

distance 0.205 · cross-district

#8 · Beedcell 4700004867

distance 0.206

#9 · Dharashivcell 4880005754

distance 0.213 · cross-district

#10 · Beedcell 4700004534

distance 0.214

#11 · Ahmednagarcell 4660000517

distance 0.216 · cross-district

#12 · Buldhanacell 4720003089

distance 0.221 · cross-district

#13 · Nashikcell 4870007206

distance 0.226 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001420

distance 0.227 · cross-district

#15 · Beedcell 4700004145

distance 0.227

#16 · Washimcell 4990000702

distance 0.228 · cross-district

#17 · Solapurcell 4960008923

distance 0.228 · cross-district

#18 · Sataracell 4940007914

distance 0.229 · 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":4700004016}}}'

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.