Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005412

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005461

distance 0.156

#2 · Buldhanacell 4720005209

distance 0.176 · cross-district

#3 · Amravaticell 4680003394

distance 0.19 · cross-district

#4 · Buldhanacell 4720005635

distance 0.193 · cross-district

#5 · Beedcell 4700006007

distance 0.209 · cross-district

#6 · Parbhanicell 4890001207

distance 0.216

#7 · Nagpurcell 4840000947

distance 0.226 · cross-district

#8 · Amravaticell 4680000949

distance 0.234 · cross-district

#9 · Washimcell 4990001291

distance 0.234 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.237 · cross-district

#11 · Amravaticell 4680001080

distance 0.24 · cross-district

#12 · Beedcell 4700007352

distance 0.243 · cross-district

#13 · Jalnacell 4790002894

distance 0.243 · cross-district

#14 · Buldhanacell 4720005038

distance 0.244 · cross-district

#15 · Dharashivcell 4880004819

distance 0.245 · cross-district

#16 · Buldhanacell 4720003266

distance 0.245 · cross-district

#17 · Beedcell 4700007063

distance 0.245 · cross-district

#18 · Washimcell 4990004210

distance 0.248 · 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":4890005412}}}'

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.