Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004909

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004869

distance 0.158

#2 · Parbhanicell 4890004965

distance 0.161

#3 · Buldhanacell 4720003207

distance 0.166 · cross-district

#4 · Parbhanicell 4890004870

distance 0.167

#5 · Parbhanicell 4890004956

distance 0.184

#6 · Chhatrapati Sambhajinagarcell 4690007042

distance 0.185 · cross-district

#7 · Parbhanicell 4890005046

distance 0.187

#8 · Akolacell 4670000154

distance 0.187 · cross-district

#9 · Buldhanacell 4720003516

distance 0.19 · cross-district

#10 · Nagpurcell 4840007898

distance 0.191 · cross-district

#11 · Parbhanicell 4890004868

distance 0.196

#12 · Parbhanicell 4890004871

distance 0.198

#13 · Parbhanicell 4890004826

distance 0.201

#14 · Parbhanicell 4890004824

distance 0.202

#15 · Parbhanicell 4890004780

distance 0.203

#16 · Buldhanacell 4720003436

distance 0.203 · cross-district

#17 · Akolacell 4670004603

distance 0.206 · cross-district

#18 · Buldhanacell 4720004193

distance 0.208 · 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":4890004909}}}'

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.