Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002829

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002654

distance 0.123

#2 · Parbhanicell 4890002738

distance 0.126

#3 · Parbhanicell 4890002562

distance 0.127

#4 · Parbhanicell 4890002980

distance 0.13

#5 · Parbhanicell 4890002391

distance 0.137

#6 · Parbhanicell 4890002335

distance 0.138

#7 · Parbhanicell 4890003060

distance 0.14

#8 · Parbhanicell 4890001820

distance 0.152

#9 · Chhatrapati Sambhajinagarcell 4690000273

distance 0.156 · cross-district

#10 · Beedcell 4700007032

distance 0.16 · cross-district

#11 · Beedcell 4700007370

distance 0.161 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003078

distance 0.161 · cross-district

#13 · Parbhanicell 4890001819

distance 0.163

#14 · Ahmednagarcell 4660008962

distance 0.165 · cross-district

#15 · Parbhanicell 4890003515

distance 0.166

#16 · Parbhanicell 4890002903

distance 0.167

#17 · Beedcell 4700005764

distance 0.17 · cross-district

#18 · Ahmednagarcell 4660009130

distance 0.173 · 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":4890002829}}}'

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.