Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002685

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001367

distance 0.204 · cross-district

#2 · Beedcell 4700004151

distance 0.225 · cross-district

#3 · Parbhanicell 4890001879

distance 0.225

#4 · Parbhanicell 4890003036

distance 0.228

#5 · Hingolicell 4770000158

distance 0.229 · cross-district

#6 · Washimcell 4990001956

distance 0.232 · cross-district

#7 · Hingolicell 4770000199

distance 0.233 · cross-district

#8 · Parbhanicell 4890003385

distance 0.238

#9 · Hingolicell 4770000082

distance 0.238 · cross-district

#10 · Parbhanicell 4890002045

distance 0.24

#11 · Parbhanicell 4890002116

distance 0.24

#12 · Parbhanicell 4890001873

distance 0.24

#13 · Chhatrapati Sambhajinagarcell 4690004615

distance 0.242 · cross-district

#14 · Solapurcell 4960004948

distance 0.243 · cross-district

#15 · Amravaticell 4680000994

distance 0.244 · cross-district

#16 · Dharashivcell 4880000327

distance 0.244 · cross-district

#17 · Yavatmalcell 5000003785

distance 0.244 · cross-district

#18 · Hingolicell 4770002201

distance 0.246 · 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":4890002685}}}'

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.