Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005476

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003814

distance 0.172

#2 · Jalnacell 4790002143

distance 0.181 · cross-district

#3 · Buldhanacell 4720007497

distance 0.197 · cross-district

#4 · Jalnacell 4790000940

distance 0.202 · cross-district

#5 · Parbhanicell 4890005451

distance 0.218

#6 · Parbhanicell 4890003806

distance 0.22

#7 · Nagpurcell 4840005582

distance 0.223 · cross-district

#8 · Parbhanicell 4890001338

distance 0.226

#9 · Jalnacell 4790004020

distance 0.226 · cross-district

#10 · Buldhanacell 4720007329

distance 0.234 · cross-district

#11 · Buldhanacell 4720003366

distance 0.234 · cross-district

#12 · Jalnacell 4790003663

distance 0.234 · cross-district

#13 · Akolacell 4670000959

distance 0.236 · cross-district

#14 · Buldhanacell 4720002992

distance 0.236 · cross-district

#15 · Jalnacell 4790002090

distance 0.24 · cross-district

#16 · Solapurcell 4960003136

distance 0.242 · cross-district

#17 · Wardhacell 4980000572

distance 0.244 · cross-district

#18 · Parbhanicell 4890004420

distance 0.245

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":4890005476}}}'

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.