Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004672

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000874

distance 0.155 · cross-district

#2 · Parbhanicell 4890004895

distance 0.157

#3 · Parbhanicell 4890004713

distance 0.166

#4 · Parbhanicell 4890003635

distance 0.168

#5 · Jalnacell 4790003157

distance 0.181 · cross-district

#6 · Buldhanacell 4720006117

distance 0.183 · cross-district

#7 · Parbhanicell 4890005152

distance 0.183

#8 · Buldhanacell 4720005983

distance 0.184 · cross-district

#9 · Parbhanicell 4890005151

distance 0.187

#10 · Akolacell 4670000495

distance 0.187 · cross-district

#11 · Akolacell 4670004081

distance 0.191 · cross-district

#12 · Parbhanicell 4890004264

distance 0.197

#13 · Beedcell 4700006153

distance 0.2 · cross-district

#14 · Akolacell 4670003634

distance 0.201 · cross-district

#15 · Akolacell 4670004193

distance 0.201 · cross-district

#16 · Parbhanicell 4890004447

distance 0.202

#17 · Parbhanicell 4890004353

distance 0.203

#18 · Parbhanicell 4890004837

distance 0.204

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":4890004672}}}'

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.