Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002176

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003528

distance 0.162

#2 · Parbhanicell 4890003242

distance 0.172

#3 · Parbhanicell 4890003382

distance 0.176

#4 · Parbhanicell 4890003460

distance 0.176

#5 · Parbhanicell 4890003009

distance 0.183

#6 · Parbhanicell 4890002259

distance 0.187

#7 · Parbhanicell 4890003465

distance 0.188

#8 · Parbhanicell 4890002670

distance 0.191

#9 · Parbhanicell 4890001834

distance 0.205

#10 · Beedcell 4700005979

distance 0.206 · cross-district

#11 · Parbhanicell 4890004610

distance 0.206

#12 · Hingolicell 4770000493

distance 0.211 · cross-district

#13 · Parbhanicell 4890002585

distance 0.218

#14 · Parbhanicell 4890003093

distance 0.219

#15 · Beedcell 4700002863

distance 0.219 · cross-district

#16 · Beedcell 4700002350

distance 0.219 · cross-district

#17 · Jalnacell 4790002134

distance 0.22 · cross-district

#18 · Parbhanicell 4890003405

distance 0.22

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":4890002176}}}'

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.