Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002157

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002554

distance 0.118

#2 · Parbhanicell 4890003174

distance 0.119

#3 · Parbhanicell 4890003095

distance 0.131

#4 · Parbhanicell 4890002253

distance 0.136

#5 · Parbhanicell 4890002091

distance 0.151

#6 · Parbhanicell 4890000626

distance 0.152

#7 · Parbhanicell 4890001995

distance 0.154

#8 · Chhatrapati Sambhajinagarcell 4690004342

distance 0.155 · cross-district

#9 · Parbhanicell 4890001762

distance 0.156

#10 · Parbhanicell 4890002986

distance 0.157

#11 · Parbhanicell 4890002158

distance 0.158

#12 · Solapurcell 4960009341

distance 0.159 · cross-district

#13 · Parbhanicell 4890003069

distance 0.161

#14 · Beedcell 4700008381

distance 0.162 · cross-district

#15 · Washimcell 4990000994

distance 0.163 · cross-district

#16 · Washimcell 4990001289

distance 0.165 · cross-district

#17 · Parbhanicell 4890002836

distance 0.166

#18 · Washimcell 4990000331

distance 0.167 · 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":4890002157}}}'

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.