Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005454

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005443

distance 0.106

#2 · Parbhanicell 4890004468

distance 0.138

#3 · Parbhanicell 4890004437

distance 0.138

#4 · Parbhanicell 4890003958

distance 0.141

#5 · Akolacell 4670000373

distance 0.146 · cross-district

#6 · Akolacell 4670000209

distance 0.151 · cross-district

#7 · Parbhanicell 4890004408

distance 0.162

#8 · Buldhanacell 4720005893

distance 0.165 · cross-district

#9 · Parbhanicell 4890004553

distance 0.176

#10 · Buldhanacell 4720005050

distance 0.177 · cross-district

#11 · Parbhanicell 4890004503

distance 0.179

#12 · Parbhanicell 4890004556

distance 0.18

#13 · Jalnacell 4790003151

distance 0.185 · cross-district

#14 · Buldhanacell 4720004731

distance 0.185 · cross-district

#15 · Buldhanacell 4720006699

distance 0.187 · cross-district

#16 · Parbhanicell 4890004124

distance 0.188

#17 · Parbhanicell 4890004357

distance 0.192

#18 · Akolacell 4670000180

distance 0.196 · 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":4890005454}}}'

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.