Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001978

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002337

distance 0.129

#2 · Parbhanicell 4890002261

distance 0.146

#3 · Parbhanicell 4890002230

distance 0.147

#4 · Chhatrapati Sambhajinagarcell 4690000255

distance 0.147 · cross-district

#5 · Beedcell 4700005980

distance 0.157 · cross-district

#6 · Parbhanicell 4890000684

distance 0.157

#7 · Chhatrapati Sambhajinagarcell 4690001412

distance 0.16 · cross-district

#8 · Beedcell 4700007279

distance 0.162 · cross-district

#9 · Parbhanicell 4890001997

distance 0.164

#10 · Parbhanicell 4890003362

distance 0.167

#11 · Parbhanicell 4890001926

distance 0.169

#12 · Beedcell 4700007249

distance 0.171 · cross-district

#13 · Parbhanicell 4890002146

distance 0.172

#14 · Parbhanicell 4890001731

distance 0.172

#15 · Beedcell 4700008849

distance 0.172 · cross-district

#16 · Parbhanicell 4890001827

distance 0.172

#17 · Parbhanicell 4890002334

distance 0.174

#18 · Parbhanicell 4890001854

distance 0.174

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":4890001978}}}'

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.