Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004327

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004375

distance 0.143

#2 · Beedcell 4700006944

distance 0.155 · cross-district

#3 · Parbhanicell 4890004817

distance 0.162

#4 · Jalnacell 4790000362

distance 0.166 · cross-district

#5 · Amravaticell 4680001156

distance 0.178 · cross-district

#6 · Amravaticell 4680001163

distance 0.178 · cross-district

#7 · Buldhanacell 4720005085

distance 0.18 · cross-district

#8 · Beedcell 4700007243

distance 0.183 · cross-district

#9 · Jalnacell 4790002061

distance 0.184 · cross-district

#10 · Amravaticell 4680001087

distance 0.186 · cross-district

#11 · Jalnacell 4790003781

distance 0.188 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001645

distance 0.19 · cross-district

#13 · Beedcell 4700006289

distance 0.194 · cross-district

#14 · Buldhanacell 4720004947

distance 0.194 · cross-district

#15 · Buldhanacell 4720006344

distance 0.195 · cross-district

#16 · Parbhanicell 4890003758

distance 0.195

#17 · Beedcell 4700007055

distance 0.195 · cross-district

#18 · Beedcell 4700006824

distance 0.195 · 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":4890004327}}}'

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.