Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004505

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004718

distance 0.133

#2 · Jalnacell 4790003927

distance 0.138 · cross-district

#3 · Buldhanacell 4720006291

distance 0.17 · cross-district

#4 · Buldhanacell 4720003958

distance 0.173 · cross-district

#5 · Buldhanacell 4720004729

distance 0.175 · cross-district

#6 · Jalnacell 4790001070

distance 0.176 · cross-district

#7 · Parbhanicell 4890004580

distance 0.177

#8 · Buldhanacell 4720006138

distance 0.183 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000962

distance 0.189 · cross-district

#10 · Akolacell 4670000330

distance 0.192 · cross-district

#11 · Buldhanacell 4720003959

distance 0.193 · cross-district

#12 · Parbhanicell 4890004293

distance 0.201

#13 · Buldhanacell 4720000042

distance 0.206 · cross-district

#14 · Buldhanacell 4720004363

distance 0.207 · cross-district

#15 · Buldhanacell 4720005694

distance 0.207 · cross-district

#16 · Parbhanicell 4890004449

distance 0.207

#17 · Parbhanicell 4890004506

distance 0.208

#18 · Akolacell 4670000133

distance 0.209 · 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":4890004505}}}'

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.