Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005214

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005441

distance 0.101

#2 · Parbhanicell 4890005405

distance 0.106

#3 · Parbhanicell 4890005213

distance 0.123

#4 · Parbhanicell 4890005406

distance 0.132

#5 · Parbhanicell 4890005303

distance 0.135

#6 · Parbhanicell 4890005426

distance 0.145

#7 · Parbhanicell 4890005181

distance 0.152

#8 · Parbhanicell 4890005110

distance 0.158

#9 · Parbhanicell 4890005299

distance 0.165

#10 · Parbhanicell 4890005383

distance 0.165

#11 · Nagpurcell 4840003354

distance 0.166 · cross-district

#12 · Parbhanicell 4890005474

distance 0.167

#13 · Chhatrapati Sambhajinagarcell 4690004106

distance 0.174 · cross-district

#14 · Beedcell 4700006280

distance 0.182 · cross-district

#15 · Beedcell 4700006419

distance 0.184 · cross-district

#16 · Parbhanicell 4890004787

distance 0.186

#17 · Buldhanacell 4720005667

distance 0.189 · cross-district

#18 · Beedcell 4700006949

distance 0.19 · 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":4890005214}}}'

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.