Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004855

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000702

distance 0.187 · cross-district

#2 · Parbhanicell 4890005083

distance 0.193

#3 · Parbhanicell 4890004556

distance 0.195

#4 · Buldhanacell 4720006699

distance 0.197 · cross-district

#5 · Amravaticell 4680002746

distance 0.205 · cross-district

#6 · Parbhanicell 4890004461

distance 0.206

#7 · Buldhanacell 4720005912

distance 0.21 · cross-district

#8 · Buldhanacell 4720003568

distance 0.213 · cross-district

#9 · Parbhanicell 4890005443

distance 0.215

#10 · Parbhanicell 4890005451

distance 0.216

#11 · Buldhanacell 4720003306

distance 0.222 · cross-district

#12 · Parbhanicell 4890004465

distance 0.226

#13 · Chhatrapati Sambhajinagarcell 4690006323

distance 0.23 · cross-district

#14 · Jalnacell 4790000863

distance 0.233 · cross-district

#15 · Solapurcell 4960004240

distance 0.238 · cross-district

#16 · Parbhanicell 4890003958

distance 0.24

#17 · Chhatrapati Sambhajinagarcell 4690006707

distance 0.244 · cross-district

#18 · Buldhanacell 4720005893

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":4890004855}}}'

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.