Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002159

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003218

distance 0.166

#2 · Parbhanicell 4890003121

distance 0.179

#3 · Beedcell 4700006678

distance 0.18 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000378

distance 0.185 · cross-district

#5 · Parbhanicell 4890001817

distance 0.189

#6 · Beedcell 4700006724

distance 0.195 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001610

distance 0.196 · cross-district

#8 · Washimcell 4990000745

distance 0.199 · cross-district

#9 · Parbhanicell 4890003147

distance 0.199

#10 · Chhatrapati Sambhajinagarcell 4690000521

distance 0.2 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000358

distance 0.201 · cross-district

#12 · Solapurcell 4960007871

distance 0.202 · cross-district

#13 · Beedcell 4700008999

distance 0.202 · cross-district

#14 · Buldhanacell 4720000795

distance 0.203 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004441

distance 0.205 · cross-district

#16 · Beedcell 4700005620

distance 0.205 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002063

distance 0.206 · cross-district

#18 · Washimcell 4990000664

distance 0.21 · 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":4890002159}}}'

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.