Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003138

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002819

distance 0.146

#2 · Beedcell 4700008281

distance 0.174 · cross-district

#3 · Parbhanicell 4890002979

distance 0.179

#4 · Parbhanicell 4890003432

distance 0.189

#5 · Chhatrapati Sambhajinagarcell 4690001492

distance 0.191 · cross-district

#6 · Parbhanicell 4890003221

distance 0.192

#7 · Parbhanicell 4890002974

distance 0.194

#8 · Parbhanicell 4890002153

distance 0.194

#9 · Chhatrapati Sambhajinagarcell 4690000609

distance 0.194 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000179

distance 0.195 · cross-district

#11 · Beedcell 4700007373

distance 0.198 · cross-district

#12 · Solapurcell 4960004554

distance 0.199 · cross-district

#13 · Dharashivcell 4880006424

distance 0.201 · cross-district

#14 · Beedcell 4700008959

distance 0.205 · cross-district

#15 · Solapurcell 4960012478

distance 0.206 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.207 · cross-district

#17 · Parbhanicell 4890002891

distance 0.21

#18 · Jalnacell 4790001809

distance 0.211 · 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":4890003138}}}'

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.