Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002417

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003408

distance 0.154

#2 · Parbhanicell 4890003291

distance 0.159

#3 · Beedcell 4700008371

distance 0.169 · cross-district

#4 · Beedcell 4700008388

distance 0.174 · cross-district

#5 · Beedcell 4700007376

distance 0.186 · cross-district

#6 · Washimcell 4990001936

distance 0.188 · cross-district

#7 · Parbhanicell 4890002404

distance 0.189

#8 · Chhatrapati Sambhajinagarcell 4690000549

distance 0.189 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003080

distance 0.19 · cross-district

#10 · Beedcell 4700007718

distance 0.191 · cross-district

#11 · Parbhanicell 4890003089

distance 0.191

#12 · Parbhanicell 4890003386

distance 0.193

#13 · Chhatrapati Sambhajinagarcell 4690001239

distance 0.198 · cross-district

#14 · Parbhanicell 4890003406

distance 0.198

#15 · Parbhanicell 4890003385

distance 0.199

#16 · Chhatrapati Sambhajinagarcell 4690001880

distance 0.203 · cross-district

#17 · Beedcell 4700007138

distance 0.205 · cross-district

#18 · Hingolicell 4770003976

distance 0.205 · 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":4890002417}}}'

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.