Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000794

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007042

distance 0.163 · cross-district

#2 · Solapurcell 4960008463

distance 0.164 · cross-district

#3 · Parbhanicell 4890001217

distance 0.166

#4 · Chhatrapati Sambhajinagarcell 4690000527

distance 0.168 · cross-district

#5 · Wardhacell 4980003829

distance 0.169 · cross-district

#6 · Beedcell 4700006829

distance 0.169 · cross-district

#7 · Buldhanacell 4720004669

distance 0.174 · cross-district

#8 · Amravaticell 4680005793

distance 0.177 · cross-district

#9 · Parbhanicell 4890002986

distance 0.177

#10 · Beedcell 4700001201

distance 0.177 · cross-district

#11 · Beedcell 4700007153

distance 0.181 · cross-district

#12 · Beedcell 4700005729

distance 0.183 · cross-district

#13 · Washimcell 4990000035

distance 0.184 · cross-district

#14 · Solapurcell 4960007883

distance 0.184 · cross-district

#15 · Buldhanacell 4720005033

distance 0.187 · cross-district

#16 · Parbhanicell 4890000795

distance 0.187

#17 · Buldhanacell 4720005208

distance 0.188 · cross-district

#18 · Beedcell 4700001200

distance 0.188 · 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":4890000794}}}'

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.