Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005246

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002822

distance 0.134 · cross-district

#2 · Parbhanicell 4890005215

distance 0.143

#3 · Akolacell 4670001097

distance 0.151 · cross-district

#4 · Jalnacell 4790003587

distance 0.181 · cross-district

#5 · Akolacell 4670000123

distance 0.183 · cross-district

#6 · Akolacell 4670001096

distance 0.187 · cross-district

#7 · Parbhanicell 4890004701

distance 0.188

#8 · Parbhanicell 4890004741

distance 0.194

#9 · Jalnacell 4790002732

distance 0.195 · cross-district

#10 · Parbhanicell 4890004373

distance 0.197

#11 · Nagpurcell 4840000992

distance 0.199 · cross-district

#12 · Beedcell 4700005856

distance 0.202 · cross-district

#13 · Nagpurcell 4840005702

distance 0.204 · cross-district

#14 · Parbhanicell 4890005307

distance 0.204

#15 · Amravaticell 4680001857

distance 0.204 · cross-district

#16 · Buldhanacell 4720005343

distance 0.207 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004560

distance 0.207 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004578

distance 0.207 · 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":4890005246}}}'

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.