Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003699

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003823

distance 0.122

#2 · Parbhanicell 4890003701

distance 0.133

#3 · Parbhanicell 4890005341

distance 0.18

#4 · Parbhanicell 4890005245

distance 0.184

#5 · Chhatrapati Sambhajinagarcell 4690005450

distance 0.186 · cross-district

#6 · Akolacell 4670002370

distance 0.191 · cross-district

#7 · Nagpurcell 4840006011

distance 0.192 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003607

distance 0.196 · cross-district

#9 · Parbhanicell 4890003769

distance 0.199

#10 · Parbhanicell 4890003764

distance 0.199

#11 · Nagpurcell 4840007519

distance 0.203 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001102

distance 0.203 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005722

distance 0.205 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002922

distance 0.207 · cross-district

#15 · Parbhanicell 4890005304

distance 0.208

#16 · Beedcell 4700006278

distance 0.209 · cross-district

#17 · Buldhanacell 4720005181

distance 0.212 · cross-district

#18 · Jalnacell 4790005673

distance 0.212 · 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":4890003699}}}'

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.