Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003425

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002731

distance 0.1

#2 · Parbhanicell 4890001816

distance 0.108

#3 · Parbhanicell 4890003298

distance 0.111

#4 · Parbhanicell 4890003044

distance 0.128

#5 · Chhatrapati Sambhajinagarcell 4690000097

distance 0.134 · cross-district

#6 · Beedcell 4700007367

distance 0.136 · cross-district

#7 · Parbhanicell 4890003295

distance 0.138

#8 · Parbhanicell 4890001348

distance 0.141

#9 · Parbhanicell 4890002992

distance 0.141

#10 · Chhatrapati Sambhajinagarcell 4690002877

distance 0.142 · cross-district

#11 · Parbhanicell 4890001815

distance 0.146

#12 · Parbhanicell 4890003127

distance 0.146

#13 · Beedcell 4700005616

distance 0.147 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001676

distance 0.15 · cross-district

#15 · Parbhanicell 4890003120

distance 0.155

#16 · Chhatrapati Sambhajinagarcell 4690004151

distance 0.155 · cross-district

#17 · Solapurcell 4960012371

distance 0.156 · cross-district

#18 · Parbhanicell 4890002060

distance 0.157

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":4890003425}}}'

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.