Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002070

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002329

distance 0.117

#2 · Beedcell 4700007250

distance 0.119 · cross-district

#3 · Parbhanicell 4890001732

distance 0.12

#4 · Parbhanicell 4890002306

distance 0.121

#5 · Parbhanicell 4890003574

distance 0.127

#6 · Beedcell 4700006833

distance 0.134 · cross-district

#7 · Parbhanicell 4890002331

distance 0.14

#8 · Parbhanicell 4890001898

distance 0.14

#9 · Beedcell 4700006184

distance 0.144 · cross-district

#10 · Beedcell 4700006601

distance 0.147 · cross-district

#11 · Parbhanicell 4890001814

distance 0.147

#12 · Chhatrapati Sambhajinagarcell 4690000668

distance 0.151 · cross-district

#13 · Parbhanicell 4890002166

distance 0.152

#14 · Chhatrapati Sambhajinagarcell 4690000482

distance 0.154 · cross-district

#15 · Beedcell 4700006949

distance 0.155 · cross-district

#16 · Parbhanicell 4890001991

distance 0.156

#17 · Parbhanicell 4890000681

distance 0.157

#18 · Parbhanicell 4890002656

distance 0.157

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":4890002070}}}'

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.