Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002878

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001270

distance 0.187 · cross-district

#2 · Beedcell 4700007743

distance 0.198 · cross-district

#3 · Laturcell 4810004792

distance 0.199 · cross-district

#4 · Beedcell 4700008189

distance 0.206 · cross-district

#5 · Parbhanicell 4890003052

distance 0.208

#6 · Parbhanicell 4890003058

distance 0.209

#7 · Chhatrapati Sambhajinagarcell 4690002057

distance 0.211 · cross-district

#8 · Parbhanicell 4890002913

distance 0.214

#9 · Parbhanicell 4890003125

distance 0.217

#10 · Jalnacell 4790002047

distance 0.222 · cross-district

#11 · Parbhanicell 4890002792

distance 0.223

#12 · Beedcell 4700007558

distance 0.228 · cross-district

#13 · Beedcell 4700002243

distance 0.228 · cross-district

#14 · Parbhanicell 4890002567

distance 0.228

#15 · Beedcell 4700005589

distance 0.233 · cross-district

#16 · Parbhanicell 4890000739

distance 0.238

#17 · Parbhanicell 4890002058

distance 0.241

#18 · Chhatrapati Sambhajinagarcell 4690001681

distance 0.241 · 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":4890002878}}}'

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.