Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002075

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002169

distance 0.168

#2 · Parbhanicell 4890002416

distance 0.189

#3 · Parbhanicell 4890000515

distance 0.195

#4 · Parbhanicell 4890002250

distance 0.21

#5 · Parbhanicell 4890003545

distance 0.211

#6 · Laturcell 4810000932

distance 0.214 · cross-district

#7 · Laturcell 4810001946

distance 0.215 · cross-district

#8 · Buldhanacell 4720007446

distance 0.216 · cross-district

#9 · Parbhanicell 4890001996

distance 0.217

#10 · Hingolicell 4770004017

distance 0.219 · cross-district

#11 · Washimcell 4990000799

distance 0.22 · cross-district

#12 · Parbhanicell 4890000358

distance 0.22

#13 · Chhatrapati Sambhajinagarcell 4690000006

distance 0.221 · cross-district

#14 · Hingolicell 4770000134

distance 0.221 · cross-district

#15 · Parbhanicell 4890001724

distance 0.226

#16 · Buldhanacell 4720000739

distance 0.227 · cross-district

#17 · Parbhanicell 4890001153

distance 0.228

#18 · Chhatrapati Sambhajinagarcell 4690000997

distance 0.23 · 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":4890002075}}}'

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.