Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002457

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002458

distance 0.222

#2 · Parbhanicell 4890002783

distance 0.225

#3 · Parbhanicell 4890003192

distance 0.258

#4 · Parbhanicell 4890002374

distance 0.262

#5 · Laturcell 4810004279

distance 0.299 · cross-district

#6 · Parbhanicell 4890002455

distance 0.3

#7 · Parbhanicell 4890002951

distance 0.305

#8 · Laturcell 4810004181

distance 0.309 · cross-district

#9 · Parbhanicell 4890003268

distance 0.312

#10 · Laturcell 4810004864

distance 0.315 · cross-district

#11 · Parbhanicell 4890001881

distance 0.316

#12 · Parbhanicell 4890001874

distance 0.318

#13 · Laturcell 4810004076

distance 0.321 · cross-district

#14 · Laturcell 4810004179

distance 0.332 · cross-district

#15 · Parbhanicell 4890003034

distance 0.337

#16 · Parbhanicell 4890001889

distance 0.34

#17 · Laturcell 4810005388

distance 0.341 · cross-district

#18 · Parbhanicell 4890002784

distance 0.341

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":4890002457}}}'

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.