Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006162

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003518

distance 0.212 · cross-district

#2 · Laturcell 4810002688

distance 0.213 · cross-district

#3 · Jalnacell 4790003048

distance 0.214 · cross-district

#4 · Laturcell 4810003407

distance 0.228 · cross-district

#5 · Laturcell 4810003403

distance 0.228 · cross-district

#6 · Laturcell 4810002782

distance 0.232 · cross-district

#7 · Laturcell 4810004847

distance 0.235 · cross-district

#8 · Laturcell 4810002877

distance 0.237 · cross-district

#9 · Laturcell 4810003305

distance 0.237 · cross-district

#10 · Nandedcell 4850005396

distance 0.239 · cross-district

#11 · Laturcell 4810003382

distance 0.239 · cross-district

#12 · Laturcell 4810003298

distance 0.242 · cross-district

#13 · Jalnacell 4790003557

distance 0.242 · cross-district

#14 · Beedcell 4700000334

distance 0.244

#15 · Laturcell 4810004331

distance 0.244 · cross-district

#16 · Jalnacell 4790002767

distance 0.245 · cross-district

#17 · Nandedcell 4850004798

distance 0.246 · cross-district

#18 · Laturcell 4810002780

distance 0.247 · 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":4700006162}}}'

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.