Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002912

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011759

distance 0.175 · cross-district

#2 · Beedcell 4700004923

distance 0.183 · cross-district

#3 · Parbhanicell 4890002637

distance 0.203

#4 · Parbhanicell 4890003504

distance 0.205

#5 · Ahmednagarcell 4660009784

distance 0.206 · cross-district

#6 · Jalnacell 4790001897

distance 0.219 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003657

distance 0.23 · cross-district

#8 · Parbhanicell 4890004226

distance 0.231

#9 · Buldhanacell 4720001715

distance 0.236 · cross-district

#10 · Solapurcell 4960000349

distance 0.236 · cross-district

#11 · Ahmednagarcell 4660004455

distance 0.237 · cross-district

#12 · Ahmednagarcell 4660009615

distance 0.237 · cross-district

#13 · Washimcell 4990000119

distance 0.238 · cross-district

#14 · Washimcell 4990001683

distance 0.242 · cross-district

#15 · Solapurcell 4960011177

distance 0.247 · cross-district

#16 · Beedcell 4700008652

distance 0.247 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002669

distance 0.248 · cross-district

#18 · Washimcell 4990000272

distance 0.249 · 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":4890002912}}}'

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.