Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006210

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005357

distance 0.161

#2 · Ahmednagarcell 4660004543

distance 0.177 · cross-district

#3 · Kolhapurcell 4800002350

distance 0.196 · cross-district

#4 · Ahmednagarcell 4660004454

distance 0.203 · cross-district

#5 · Beedcell 4700005792

distance 0.203

#6 · Beedcell 4700005933

distance 0.21

#7 · Kolhapurcell 4800001822

distance 0.223 · cross-district

#8 · Beedcell 4700005939

distance 0.226

#9 · Beedcell 4700006348

distance 0.23

#10 · Sataracell 4940000290

distance 0.235 · cross-district

#11 · Beedcell 4700006068

distance 0.238

#12 · Kolhapurcell 4800002538

distance 0.238 · cross-district

#13 · Kolhapurcell 4800002119

distance 0.24 · cross-district

#14 · Beedcell 4700006481

distance 0.24

#15 · Buldhanacell 4720002779

distance 0.241 · cross-district

#16 · Beedcell 4700005205

distance 0.244

#17 · Sataracell 4940001216

distance 0.245 · cross-district

#18 · Ahmednagarcell 4660005388

distance 0.245 · 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":4700006210}}}'

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.