Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007801

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007706

distance 0.13

#2 · Jalnacell 4790001792

distance 0.136 · cross-district

#3 · Beedcell 4700007615

distance 0.161

#4 · Jalnacell 4790002715

distance 0.169 · cross-district

#5 · Beedcell 4700007339

distance 0.177

#6 · Laturcell 4810004364

distance 0.179 · cross-district

#7 · Buldhanacell 4720000093

distance 0.186 · cross-district

#8 · Beedcell 4700001910

distance 0.195

#9 · Beedcell 4700000484

distance 0.195

#10 · Beedcell 4700006161

distance 0.195

#11 · Buldhanacell 4720001124

distance 0.197 · cross-district

#12 · Jalnacell 4790003288

distance 0.197 · cross-district

#13 · Beedcell 4700000677

distance 0.198

#14 · Nandedcell 4850003818

distance 0.201 · cross-district

#15 · Beedcell 4700000566

distance 0.202

#16 · Laturcell 4810002571

distance 0.204 · cross-district

#17 · Jalnacell 4790002954

distance 0.206 · cross-district

#18 · Parbhanicell 4890001679

distance 0.207 · 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":4700007801}}}'

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.