Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005328

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005209

distance 0.144

#2 · Chhatrapati Sambhajinagarcell 4690008237

distance 0.199 · cross-district

#3 · Beedcell 4700006565

distance 0.202 · cross-district

#4 · Buldhanacell 4720005150

distance 0.212 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007131

distance 0.216 · cross-district

#6 · Wardhacell 4980000226

distance 0.217 · cross-district

#7 · Buldhanacell 4720005341

distance 0.217 · cross-district

#8 · Beedcell 4700004083

distance 0.218 · cross-district

#9 · Parbhanicell 4890004785

distance 0.227

#10 · Chhatrapati Sambhajinagarcell 4690006227

distance 0.231 · cross-district

#11 · Beedcell 4700001057

distance 0.233 · cross-district

#12 · Wardhacell 4980003586

distance 0.235 · cross-district

#13 · Sanglicell 4930005858

distance 0.237 · cross-district

#14 · Wardhacell 4980004065

distance 0.24 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000257

distance 0.244 · cross-district

#16 · Parbhanicell 4890004724

distance 0.245

#17 · Parbhanicell 4890005359

distance 0.245

#18 · Buldhanacell 4720005137

distance 0.245 · 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":4890005328}}}'

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.