Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003504

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002912

distance 0.205

#2 · Ahmednagarcell 4660011759

distance 0.237 · cross-district

#3 · Yavatmalcell 5000005389

distance 0.248 · cross-district

#4 · Parbhanicell 4890002637

distance 0.254

#5 · Jalnacell 4790001897

distance 0.257 · cross-district

#6 · Jalnacell 4790000573

distance 0.263 · cross-district

#7 · Parbhanicell 4890004334

distance 0.266

#8 · Parbhanicell 4890004226

distance 0.266

#9 · Washimcell 4990002543

distance 0.269 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005132

distance 0.27 · cross-district

#11 · Solapurcell 4960000349

distance 0.273 · cross-district

#12 · Kolhapurcell 4800004777

distance 0.273 · cross-district

#13 · Jalnacell 4790002877

distance 0.277 · cross-district

#14 · Beedcell 4700008832

distance 0.278 · cross-district

#15 · Beedcell 4700004719

distance 0.281 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001323

distance 0.286 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000232

distance 0.286 · cross-district

#18 · Beedcell 4700008652

distance 0.288 · 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":4890003504}}}'

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.