Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002684

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001699

distance 0.191

#2 · Parbhanicell 4890002585

distance 0.195

#3 · Parbhanicell 4890002857

distance 0.202

#4 · Parbhanicell 4890002852

distance 0.217

#5 · Parbhanicell 4890002193

distance 0.219

#6 · Parbhanicell 4890001834

distance 0.236

#7 · Parbhanicell 4890003009

distance 0.239

#8 · Parbhanicell 4890003589

distance 0.239

#9 · Parbhanicell 4890003782

distance 0.241

#10 · Jalnacell 4790003161

distance 0.242 · cross-district

#11 · Wardhacell 4980003302

distance 0.258 · cross-district

#12 · Dharashivcell 4880000824

distance 0.26 · cross-district

#13 · Nagpurcell 4840002613

distance 0.266 · cross-district

#14 · Beedcell 4700006832

distance 0.266 · cross-district

#15 · Yavatmalcell 5000007492

distance 0.268 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003705

distance 0.268 · cross-district

#17 · Jalnacell 4790001841

distance 0.269 · cross-district

#18 · Hingolicell 4770000286

distance 0.269 · 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":4890002684}}}'

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.