Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008056

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008145

distance 0.215

#2 · Beedcell 4700005943

distance 0.218

#3 · Dharashivcell 4880005639

distance 0.219 · cross-district

#4 · Buldhanacell 4720002479

distance 0.221 · cross-district

#5 · Beedcell 4700003237

distance 0.222

#6 · Beedcell 4700005381

distance 0.222

#7 · Beedcell 4700003727

distance 0.224

#8 · Beedcell 4700004929

distance 0.227

#9 · Beedcell 4700001081

distance 0.227

#10 · Ahmednagarcell 4660006840

distance 0.229 · cross-district

#11 · Beedcell 4700003902

distance 0.23

#12 · Beedcell 4700004805

distance 0.235

#13 · Laturcell 4810006088

distance 0.236 · cross-district

#14 · Beedcell 4700004222

distance 0.237

#15 · Ahmednagarcell 4660005872

distance 0.239 · cross-district

#16 · Sanglicell 4930002429

distance 0.24 · cross-district

#17 · Beedcell 4700003050

distance 0.241

#18 · Jalgaoncell 4780009939

distance 0.241 · 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":4700008056}}}'

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.