Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003270

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003191

distance 0.066

#2 · Parbhanicell 4890003114

distance 0.092

#3 · Parbhanicell 4890003346

distance 0.101

#4 · Parbhanicell 4890003031

distance 0.107

#5 · Parbhanicell 4890002873

distance 0.114

#6 · Parbhanicell 4890003115

distance 0.116

#7 · Parbhanicell 4890003347

distance 0.121

#8 · Parbhanicell 4890003032

distance 0.122

#9 · Parbhanicell 4890002954

distance 0.124

#10 · Parbhanicell 4890002049

distance 0.131

#11 · Parbhanicell 4890002787

distance 0.131

#12 · Parbhanicell 4890002133

distance 0.134

#13 · Parbhanicell 4890002700

distance 0.138

#14 · Parbhanicell 4890002376

distance 0.139

#15 · Parbhanicell 4890002379

distance 0.142

#16 · Parbhanicell 4890002294

distance 0.148

#17 · Parbhanicell 4890003033

distance 0.153

#18 · Hingolicell 4770003961

distance 0.154 · 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":4890003270}}}'

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.