Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002621

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002459

distance 0.102

#2 · Parbhanicell 4890002537

distance 0.122

#3 · Parbhanicell 4890002376

distance 0.133

#4 · Parbhanicell 4890002379

distance 0.134

#5 · Parbhanicell 4890002296

distance 0.152

#6 · Parbhanicell 4890002700

distance 0.155

#7 · Parbhanicell 4890002787

distance 0.155

#8 · Parbhanicell 4890003345

distance 0.159

#9 · Parbhanicell 4890002873

distance 0.172

#10 · Parbhanicell 4890002456

distance 0.173

#11 · Parbhanicell 4890002295

distance 0.178

#12 · Parbhanicell 4890003346

distance 0.179

#13 · Parbhanicell 4890002132

distance 0.182

#14 · Parbhanicell 4890002788

distance 0.183

#15 · Parbhanicell 4890002538

distance 0.186

#16 · Parbhanicell 4890002049

distance 0.189

#17 · Parbhanicell 4890003035

distance 0.19

#18 · Parbhanicell 4890003032

distance 0.194

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":4890002621}}}'

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.