Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004468

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005454

distance 0.138

#2 · Parbhanicell 4890003814

distance 0.151

#3 · Parbhanicell 4890005443

distance 0.156

#4 · Parbhanicell 4890004408

distance 0.157

#5 · Buldhanacell 4720004652

distance 0.166 · cross-district

#6 · Buldhanacell 4720005893

distance 0.17 · cross-district

#7 · Parbhanicell 4890003819

distance 0.17

#8 · Buldhanacell 4720006699

distance 0.171 · cross-district

#9 · Parbhanicell 4890004437

distance 0.174

#10 · Parbhanicell 4890004556

distance 0.177

#11 · Parbhanicell 4890004124

distance 0.178

#12 · Akolacell 4670000373

distance 0.187 · cross-district

#13 · Parbhanicell 4890004465

distance 0.191

#14 · Yavatmalcell 5000011648

distance 0.194 · cross-district

#15 · Buldhanacell 4720005912

distance 0.199 · cross-district

#16 · Buldhanacell 4720004731

distance 0.199 · cross-district

#17 · Parbhanicell 4890003958

distance 0.2

#18 · Parbhanicell 4890004503

distance 0.204

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":4890004468}}}'

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.