Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003571

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001829

distance 0.149

#2 · Chhatrapati Sambhajinagarcell 4690001686

distance 0.154 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000480

distance 0.161 · cross-district

#4 · Parbhanicell 4890002713

distance 0.174

#5 · Parbhanicell 4890001666

distance 0.176

#6 · Chhatrapati Sambhajinagarcell 4690002180

distance 0.177 · cross-district

#7 · Beedcell 4700006602

distance 0.178 · cross-district

#8 · Parbhanicell 4890003590

distance 0.18

#9 · Chhatrapati Sambhajinagarcell 4690000776

distance 0.185 · cross-district

#10 · Parbhanicell 4890003174

distance 0.187

#11 · Parbhanicell 4890002229

distance 0.188

#12 · Parbhanicell 4890003185

distance 0.19

#13 · Chhatrapati Sambhajinagarcell 4690002466

distance 0.191 · cross-district

#14 · Parbhanicell 4890001762

distance 0.192

#15 · Beedcell 4700005656

distance 0.192 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000233

distance 0.192 · cross-district

#17 · Parbhanicell 4890002092

distance 0.192

#18 · Parbhanicell 4890002157

distance 0.193

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":4890003571}}}'

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.