Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005084

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002998

distance 0.156 · cross-district

#2 · Parbhanicell 4890005171

distance 0.159

#3 · Parbhanicell 4890005343

distance 0.162

#4 · Hingolicell 4770002843

distance 0.187 · cross-district

#5 · Parbhanicell 4890005043

distance 0.195

#6 · Hingolicell 4770003389

distance 0.199 · cross-district

#7 · Amravaticell 4680004205

distance 0.202 · cross-district

#8 · Parbhanicell 4890004782

distance 0.203

#9 · Chhatrapati Sambhajinagarcell 4690007182

distance 0.216 · cross-district

#10 · Jalnacell 4790001145

distance 0.217 · cross-district

#11 · Solapurcell 4960002555

distance 0.219 · cross-district

#12 · Buldhanacell 4720008174

distance 0.22 · cross-district

#13 · Solapurcell 4960002561

distance 0.222 · cross-district

#14 · Solapurcell 4960002826

distance 0.223 · cross-district

#15 · Amravaticell 4680003131

distance 0.226 · cross-district

#16 · Amravaticell 4680002540

distance 0.226 · cross-district

#17 · Parbhanicell 4890003773

distance 0.226

#18 · Parbhanicell 4890004560

distance 0.227

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":4890005084}}}'

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.