Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004921

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005125

distance 0.149

#2 · Parbhanicell 4890005414

distance 0.168

#3 · Chhatrapati Sambhajinagarcell 4690005729

distance 0.179 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690006070

distance 0.183 · cross-district

#5 · Jalnacell 4790005895

distance 0.216 · cross-district

#6 · Jalnacell 4790002328

distance 0.219 · cross-district

#7 · Hingolicell 4770001959

distance 0.22 · cross-district

#8 · Parbhanicell 4890004879

distance 0.227

#9 · Jalnacell 4790002319

distance 0.23 · cross-district

#10 · Buldhanacell 4720007658

distance 0.233 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006071

distance 0.235 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006479

distance 0.237 · cross-district

#13 · Parbhanicell 4890004776

distance 0.238

#14 · Buldhanacell 4720005837

distance 0.24 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007522

distance 0.243 · cross-district

#16 · Parbhanicell 4890004339

distance 0.245

#17 · Chhatrapati Sambhajinagarcell 4690008112

distance 0.249 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007260

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":4890004921}}}'

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.