Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002236

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 6 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 4890001658

distance 0.149

#2 · Parbhanicell 4890001659

distance 0.158

#3 · Beedcell 4700005980

distance 0.163 · cross-district

#4 · Beedcell 4700000623

distance 0.167 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001592

distance 0.168 · cross-district

#6 · Parbhanicell 4890002715

distance 0.171

#7 · Dharashivcell 4880000333

distance 0.172 · cross-district

#8 · Parbhanicell 4890002255

distance 0.176

#9 · Ahmednagarcell 4660009468

distance 0.179 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004792

distance 0.18 · cross-district

#11 · Beedcell 4700007915

distance 0.18 · cross-district

#12 · Parbhanicell 4890002499

distance 0.182

#13 · Parbhanicell 4890001926

distance 0.182

#14 · Chhatrapati Sambhajinagarcell 4690001496

distance 0.182 · cross-district

#15 · Beedcell 4700008113

distance 0.183 · cross-district

#16 · Beedcell 4700007552

distance 0.183 · cross-district

#17 · Parbhanicell 4890003353

distance 0.184

#18 · Solapurcell 4960009717

distance 0.186 · 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":4890002236}}}'

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.