Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003058

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002567

distance 0.098

#2 · Beedcell 4700008370

distance 0.131 · cross-district

#3 · Parbhanicell 4890001281

distance 0.134

#4 · Parbhanicell 4890002792

distance 0.136

#5 · Parbhanicell 4890003421

distance 0.139

#6 · Parbhanicell 4890002058

distance 0.144

#7 · Chhatrapati Sambhajinagarcell 4690003867

distance 0.145 · cross-district

#8 · Parbhanicell 4890002978

distance 0.146

#9 · Parbhanicell 4890002061

distance 0.149

#10 · Parbhanicell 4890002648

distance 0.149

#11 · Parbhanicell 4890003247

distance 0.15

#12 · Parbhanicell 4890003141

distance 0.151

#13 · Chhatrapati Sambhajinagarcell 4690001767

distance 0.151 · cross-district

#14 · Beedcell 4700008002

distance 0.151 · cross-district

#15 · Parbhanicell 4890001929

distance 0.152

#16 · Ahmednagarcell 4660009305

distance 0.152 · cross-district

#17 · Parbhanicell 4890002549

distance 0.152

#18 · Parbhanicell 4890002913

distance 0.153

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":4890003058}}}'

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.