Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003814

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004468

distance 0.151

#2 · Parbhanicell 4890005476

distance 0.172

#3 · Nagpurcell 4840005582

distance 0.183 · cross-district

#4 · Parbhanicell 4890005443

distance 0.187

#5 · Parbhanicell 4890003806

distance 0.188

#6 · Parbhanicell 4890004556

distance 0.196

#7 · Parbhanicell 4890005451

distance 0.198

#8 · Parbhanicell 4890004420

distance 0.203

#9 · Buldhanacell 4720006699

distance 0.205 · cross-district

#10 · Buldhanacell 4720005893

distance 0.206 · cross-district

#11 · Parbhanicell 4890004408

distance 0.209

#12 · Buldhanacell 4720006416

distance 0.212 · cross-district

#13 · Akolacell 4670000373

distance 0.213 · cross-district

#14 · Buldhanacell 4720004652

distance 0.213 · cross-district

#15 · Buldhanacell 4720005912

distance 0.215 · cross-district

#16 · Parbhanicell 4890003819

distance 0.215

#17 · Yavatmalcell 5000011243

distance 0.219 · cross-district

#18 · Parbhanicell 4890005454

distance 0.219

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":4890003814}}}'

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.