Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000960

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001086

distance 0.164

#2 · Nandedcell 4850000984

distance 0.173 · cross-district

#3 · Laturcell 4810005869

distance 0.178 · cross-district

#4 · Beedcell 4700000951

distance 0.183

#5 · Beedcell 4700000836

distance 0.185

#6 · Parbhanicell 4890000465

distance 0.19 · cross-district

#7 · Beedcell 4700001497

distance 0.191

#8 · Beedcell 4700001650

distance 0.194

#9 · Beedcell 4700004300

distance 0.196

#10 · Beedcell 4700001360

distance 0.21

#11 · Parbhanicell 4890000200

distance 0.211 · cross-district

#12 · Parbhanicell 4890000509

distance 0.211 · cross-district

#13 · Nandedcell 4850001928

distance 0.212 · cross-district

#14 · Laturcell 4810005870

distance 0.212 · cross-district

#15 · Parbhanicell 4890000356

distance 0.213 · cross-district

#16 · Parbhanicell 4890001373

distance 0.215 · cross-district

#17 · Laturcell 4810002418

distance 0.217 · cross-district

#18 · Nandedcell 4850002874

distance 0.217 · 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":4700000960}}}'

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.