Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003769

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003765

distance 0.163

#2 · Parbhanicell 4890003719

distance 0.163

#3 · Parbhanicell 4890003706

distance 0.166

#4 · Parbhanicell 4890005245

distance 0.182

#5 · Parbhanicell 4890003776

distance 0.193

#6 · Parbhanicell 4890004158

distance 0.193

#7 · Parbhanicell 4890003775

distance 0.195

#8 · Chhatrapati Sambhajinagarcell 4690005810

distance 0.196 · cross-district

#9 · Parbhanicell 4890003699

distance 0.199

#10 · Jalnacell 4790001587

distance 0.199 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006064

distance 0.2 · cross-district

#12 · Parbhanicell 4890004541

distance 0.202

#13 · Chhatrapati Sambhajinagarcell 4690005984

distance 0.204 · cross-district

#14 · Parbhanicell 4890003847

distance 0.204

#15 · Chhatrapati Sambhajinagarcell 4690003511

distance 0.204 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005452

distance 0.204 · cross-district

#17 · Jalnacell 4790003688

distance 0.205 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005450

distance 0.206 · 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":4890003769}}}'

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.