Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002295

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002622

distance 0.097

#2 · Parbhanicell 4890003030

distance 0.102

#3 · Parbhanicell 4890003029

distance 0.11

#4 · Parbhanicell 4890002296

distance 0.116

#5 · Parbhanicell 4890002375

distance 0.118

#6 · Parbhanicell 4890003193

distance 0.122

#7 · Parbhanicell 4890002459

distance 0.137

#8 · Hingolicell 4770000036

distance 0.143 · cross-district

#9 · Parbhanicell 4890003189

distance 0.143

#10 · Parbhanicell 4890003032

distance 0.144

#11 · Parbhanicell 4890002376

distance 0.146

#12 · Parbhanicell 4890003109

distance 0.149

#13 · Parbhanicell 4890002379

distance 0.152

#14 · Parbhanicell 4890002773

distance 0.153

#15 · Parbhanicell 4890003033

distance 0.156

#16 · Parbhanicell 4890003346

distance 0.156

#17 · Parbhanicell 4890002537

distance 0.159

#18 · Parbhanicell 4890002864

distance 0.161

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":4890002295}}}'

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.