Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003664

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003783

distance 0.199

#2 · Wardhacell 4980003473

distance 0.202 · cross-district

#3 · Parbhanicell 4890003848

distance 0.202

#4 · Parbhanicell 4890003640

distance 0.203

#5 · Hingolicell 4770000576

distance 0.207 · cross-district

#6 · Buldhanacell 4720006584

distance 0.212 · cross-district

#7 · Parbhanicell 4890003027

distance 0.216

#8 · Chhatrapati Sambhajinagarcell 4690002193

distance 0.218 · cross-district

#9 · Parbhanicell 4890003665

distance 0.22

#10 · Parbhanicell 4890002193

distance 0.221

#11 · Chhatrapati Sambhajinagarcell 4690001812

distance 0.221 · cross-district

#12 · Akolacell 4670003441

distance 0.226 · cross-district

#13 · Amravaticell 4680007668

distance 0.232 · cross-district

#14 · Parbhanicell 4890003643

distance 0.235

#15 · Chhatrapati Sambhajinagarcell 4690002824

distance 0.236 · cross-district

#16 · Parbhanicell 4890003829

distance 0.239

#17 · Akolacell 4670001285

distance 0.244 · cross-district

#18 · Nagpurcell 4840004481

distance 0.244 · 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":4890003664}}}'

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.