Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003160

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003392

distance 0.095

#2 · Parbhanicell 4890002264

distance 0.13

#3 · Parbhanicell 4890001847

distance 0.147

#4 · Parbhanicell 4890003292

distance 0.148

#5 · Parbhanicell 4890002024

distance 0.15

#6 · Parbhanicell 4890003583

distance 0.156

#7 · Parbhanicell 4890002920

distance 0.159

#8 · Parbhanicell 4890003015

distance 0.16

#9 · Chhatrapati Sambhajinagarcell 4690000708

distance 0.168 · cross-district

#10 · Parbhanicell 4890001999

distance 0.168

#11 · Parbhanicell 4890002501

distance 0.169

#12 · Parbhanicell 4890002242

distance 0.172

#13 · Parbhanicell 4890003000

distance 0.172

#14 · Parbhanicell 4890003092

distance 0.173

#15 · Parbhanicell 4890002928

distance 0.173

#16 · Parbhanicell 4890002248

distance 0.174

#17 · Parbhanicell 4890001916

distance 0.174

#18 · Parbhanicell 4890003159

distance 0.175

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":4890003160}}}'

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.