Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002615

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002869

distance 0.182

#2 · Parbhanicell 4890003538

distance 0.227

#3 · Parbhanicell 4890003027

distance 0.229

#4 · Yavatmalcell 5000002629

distance 0.229 · cross-district

#5 · Parbhanicell 4890002584

distance 0.239

#6 · Kolhapurcell 4800004848

distance 0.253 · cross-district

#7 · Chandrapurcell 4730003607

distance 0.259 · cross-district

#8 · Chandrapurcell 4730003031

distance 0.26 · cross-district

#9 · Parbhanicell 4890002531

distance 0.26

#10 · Parbhanicell 4890001751

distance 0.263

#11 · Chhatrapati Sambhajinagarcell 4690001812

distance 0.263 · cross-district

#12 · Parbhanicell 4890002208

distance 0.264

#13 · Nagpurcell 4840003651

distance 0.267 · cross-district

#14 · Jalgaoncell 4780005244

distance 0.268 · cross-district

#15 · Chandrapurcell 4730003445

distance 0.268 · cross-district

#16 · Parbhanicell 4890002663

distance 0.27

#17 · Washimcell 4990001770

distance 0.272 · cross-district

#18 · Chandrapurcell 4730003681

distance 0.273 · 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":4890002615}}}'

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.