Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001481

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006005

distance 0.159 · cross-district

#2 · Solapurcell 4960009660

distance 0.176 · cross-district

#3 · Beedcell 4700007348

distance 0.179 · cross-district

#4 · Parbhanicell 4890004176

distance 0.18

#5 · Parbhanicell 4890000912

distance 0.181

#6 · Parbhanicell 4890003002

distance 0.186

#7 · Beedcell 4700007260

distance 0.188 · cross-district

#8 · Beedcell 4700000926

distance 0.192 · cross-district

#9 · Beedcell 4700007347

distance 0.195 · cross-district

#10 · Beedcell 4700006136

distance 0.197 · cross-district

#11 · Buldhanacell 4720001665

distance 0.199 · cross-district

#12 · Solapurcell 4960009157

distance 0.2 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000803

distance 0.206 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002729

distance 0.206 · cross-district

#15 · Beedcell 4700004783

distance 0.214 · cross-district

#16 · Beedcell 4700001039

distance 0.216 · cross-district

#17 · Parbhanicell 4890003077

distance 0.22

#18 · Beedcell 4700001040

distance 0.221 · 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":489,"cluster_id":4890001481}}}'

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.