Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005046

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005081

distance 0.118

#2 · Parbhanicell 4890004956

distance 0.126

#3 · Parbhanicell 4890005087

distance 0.127

#4 · Parbhanicell 4890005001

distance 0.142

#5 · Hingolicell 4770002687

distance 0.147 · cross-district

#6 · Parbhanicell 4890004869

distance 0.151

#7 · Parbhanicell 4890004957

distance 0.152

#8 · Parbhanicell 4890004962

distance 0.169

#9 · Hingolicell 4770002343

distance 0.17 · cross-district

#10 · Washimcell 4990000006

distance 0.179 · cross-district

#11 · Nagpurcell 4840004653

distance 0.181 · cross-district

#12 · Parbhanicell 4890005122

distance 0.183

#13 · Parbhanicell 4890005117

distance 0.183

#14 · Parbhanicell 4890004961

distance 0.184

#15 · Parbhanicell 4890004824

distance 0.186

#16 · Parbhanicell 4890004909

distance 0.187

#17 · Parbhanicell 4890004865

distance 0.187

#18 · Washimcell 4990000002

distance 0.189 · 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":4890005046}}}'

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.