Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001569

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004837

distance 0.161 · cross-district

#2 · Beedcell 4700006981

distance 0.164 · cross-district

#3 · Jalnacell 4790001813

distance 0.165 · cross-district

#4 · Beedcell 4700006864

distance 0.172 · cross-district

#5 · Buldhanacell 4720004815

distance 0.173 · cross-district

#6 · Parbhanicell 4890002152

distance 0.175

#7 · Buldhanacell 4720004888

distance 0.175 · cross-district

#8 · Buldhanacell 4720006430

distance 0.177 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000722

distance 0.178 · cross-district

#10 · Parbhanicell 4890005145

distance 0.179

#11 · Parbhanicell 4890004323

distance 0.179

#12 · Beedcell 4700007051

distance 0.184 · cross-district

#13 · Parbhanicell 4890003741

distance 0.186

#14 · Beedcell 4700006737

distance 0.188 · cross-district

#15 · Parbhanicell 4890001573

distance 0.188

#16 · Parbhanicell 4890001641

distance 0.188

#17 · Akolacell 4670000483

distance 0.189 · cross-district

#18 · Dharashivcell 4880003670

distance 0.191 · 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":4890001569}}}'

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.