Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003447

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004482

distance 0.186 · cross-district

#2 · Beedcell 4700009047

distance 0.213 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690004704

distance 0.215 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000658

distance 0.216 · cross-district

#5 · Parbhanicell 4890002143

distance 0.218

#6 · Parbhanicell 4890002796

distance 0.218

#7 · Jalnacell 4790001807

distance 0.22 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001982

distance 0.228 · cross-district

#9 · Parbhanicell 4890002429

distance 0.228

#10 · Solapurcell 4960009239

distance 0.23 · cross-district

#11 · Buldhanacell 4720000544

distance 0.231 · cross-district

#12 · Buldhanacell 4720000888

distance 0.233 · cross-district

#13 · Dharashivcell 4880005766

distance 0.234 · cross-district

#14 · Beedcell 4700001715

distance 0.234 · cross-district

#15 · Buldhanacell 4720001279

distance 0.234 · cross-district

#16 · Parbhanicell 4890003233

distance 0.236

#17 · Solapurcell 4960003287

distance 0.237 · cross-district

#18 · Akolacell 4670001040

distance 0.238 · 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":4890003447}}}'

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.