Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002936

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002003

distance 0.236

#2 · Parbhanicell 4890002512

distance 0.251

#3 · Parbhanicell 4890002422

distance 0.254

#4 · Parbhanicell 4890003327

distance 0.259

#5 · Beedcell 4700002028

distance 0.264 · cross-district

#6 · Parbhanicell 4890001697

distance 0.264

#7 · Yavatmalcell 5000002078

distance 0.266 · cross-district

#8 · Jalnacell 4790000135

distance 0.268 · cross-district

#9 · Yavatmalcell 5000004097

distance 0.272 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002079

distance 0.272 · cross-district

#11 · Laturcell 4810003903

distance 0.272 · cross-district

#12 · Parbhanicell 4890002955

distance 0.276

#13 · Nagpurcell 4840002698

distance 0.277 · cross-district

#14 · Parbhanicell 4890003163

distance 0.279

#15 · Parbhanicell 4890003086

distance 0.28

#16 · Nandedcell 4850004522

distance 0.282 · cross-district

#17 · Nashikcell 4870005487

distance 0.286 · cross-district

#18 · Yavatmalcell 5000003957

distance 0.286 · 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":4890002936}}}'

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.