Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002952

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002865

distance 0.056

#2 · Parbhanicell 4890002866

distance 0.077

#3 · Parbhanicell 4890002949

distance 0.086

#4 · Parbhanicell 4890001797

distance 0.136

#5 · Parbhanicell 4890002212

distance 0.155

#6 · Parbhanicell 4890003034

distance 0.169

#7 · Parbhanicell 4890003268

distance 0.185

#8 · Parbhanicell 4890003118

distance 0.187

#9 · Parbhanicell 4890002784

distance 0.19

#10 · Parbhanicell 4890003029

distance 0.199

#11 · Parbhanicell 4890002871

distance 0.205

#12 · Parbhanicell 4890002536

distance 0.211

#13 · Parbhanicell 4890002197

distance 0.219

#14 · Laturcell 4810005459

distance 0.221 · cross-district

#15 · Parbhanicell 4890002953

distance 0.223

#16 · Laturcell 4810005047

distance 0.227 · cross-district

#17 · Beedcell 4700008595

distance 0.228 · cross-district

#18 · Parbhanicell 4890003037

distance 0.229

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":4890002952}}}'

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.