Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000712

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003868

distance 0.187 · cross-district

#2 · Laturcell 4810003567

distance 0.189 · cross-district

#3 · Beedcell 4700000824

distance 0.202

#4 · Beedcell 4700000280

distance 0.203

#5 · Parbhanicell 4890002523

distance 0.217 · cross-district

#6 · Laturcell 4810003653

distance 0.221 · cross-district

#7 · Laturcell 4810002348

distance 0.225 · cross-district

#8 · Beedcell 4700000276

distance 0.228

#9 · Laturcell 4810004559

distance 0.232 · cross-district

#10 · Laturcell 4810003476

distance 0.232 · cross-district

#11 · Laturcell 4810002898

distance 0.233 · cross-district

#12 · Amravaticell 4680000354

distance 0.233 · cross-district

#13 · Laturcell 4810003756

distance 0.234 · cross-district

#14 · Parbhanicell 4890002113

distance 0.237 · cross-district

#15 · Dhulecell 4740000074

distance 0.239 · cross-district

#16 · Amravaticell 4680002497

distance 0.241 · cross-district

#17 · Laturcell 4810003671

distance 0.243 · cross-district

#18 · Laturcell 4810003866

distance 0.243 · 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":4700000712}}}'

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.