Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003011

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.384

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004415

distance 0.384 · cross-district

#2 · Nagpurcell 4840004491

distance 0.394 · cross-district

#3 · Buldhanacell 4720001708

distance 0.397 · cross-district

#4 · Buldhanacell 4720006370

distance 0.403 · cross-district

#5 · Amravaticell 4680009168

distance 0.407 · cross-district

#6 · Beedcell 4700001188

distance 0.411 · cross-district

#7 · Kolhapurcell 4800004253

distance 0.417 · cross-district

#8 · Nagpurcell 4840003960

distance 0.426 · cross-district

#9 · Nagpurcell 4840003377

distance 0.429 · cross-district

#10 · Nashikcell 4870004093

distance 0.43 · cross-district

#11 · Jalnacell 4790003964

distance 0.43 · cross-district

#12 · Nandedcell 4850005196

distance 0.437 · cross-district

#13 · Nashikcell 4870002336

distance 0.443 · cross-district

#14 · Kolhapurcell 4800004252

distance 0.444 · cross-district

#15 · Sataracell 4940004346

distance 0.446 · cross-district

#16 · Chandrapurcell 4730002512

distance 0.448 · cross-district

#17 · Laturcell 4810003263

distance 0.46 · cross-district

#18 · Kolhapurcell 4800004173

distance 0.462 · 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":4890003011}}}'

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.