Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002193

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002927

distance 0.166

#2 · Parbhanicell 4890003538

distance 0.179

#3 · Jalnacell 4790003255

distance 0.185 · cross-district

#4 · Parbhanicell 4890003589

distance 0.192

#5 · Parbhanicell 4890002585

distance 0.192

#6 · Parbhanicell 4890001751

distance 0.193

#7 · Parbhanicell 4890002663

distance 0.203

#8 · Parbhanicell 4890003027

distance 0.203

#9 · Jalnacell 4790003259

distance 0.204 · cross-district

#10 · Jalnacell 4790002930

distance 0.208 · cross-district

#11 · Parbhanicell 4890003393

distance 0.209

#12 · Parbhanicell 4890003783

distance 0.211

#13 · Beedcell 4700006950

distance 0.214 · cross-district

#14 · Nagpurcell 4840006224

distance 0.216 · cross-district

#15 · Parbhanicell 4890002843

distance 0.216

#16 · Nagpurcell 4840002420

distance 0.217 · cross-district

#17 · Parbhanicell 4890003407

distance 0.218

#18 · Parbhanicell 4890002684

distance 0.219

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":4890002193}}}'

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.