Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003406

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003080

distance 0.14

#2 · Parbhanicell 4890003089

distance 0.141

#3 · Parbhanicell 4890002005

distance 0.155

#4 · Parbhanicell 4890003408

distance 0.167

#5 · Parbhanicell 4890002667

distance 0.168

#6 · Parbhanicell 4890003386

distance 0.18

#7 · Parbhanicell 4890002415

distance 0.184

#8 · Beedcell 4700006911

distance 0.186 · cross-district

#9 · Parbhanicell 4890003091

distance 0.187

#10 · Parbhanicell 4890002332

distance 0.188

#11 · Beedcell 4700007824

distance 0.19 · cross-district

#12 · Yavatmalcell 5000000874

distance 0.195 · cross-district

#13 · Parbhanicell 4890002011

distance 0.197

#14 · Parbhanicell 4890002251

distance 0.198

#15 · Parbhanicell 4890002417

distance 0.198

#16 · Dharashivcell 4880000419

distance 0.2 · cross-district

#17 · Yavatmalcell 5000005716

distance 0.203 · cross-district

#18 · Beedcell 4700004312

distance 0.203 · 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":4890003406}}}'

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.