Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004769

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004447

distance 0.152

#2 · Parbhanicell 4890004719

distance 0.161

#3 · Parbhanicell 4890004251

distance 0.168

#4 · Parbhanicell 4890004188

distance 0.169

#5 · Akolacell 4670000424

distance 0.169 · cross-district

#6 · Buldhanacell 4720006197

distance 0.172 · cross-district

#7 · Parbhanicell 4890005143

distance 0.172

#8 · Parbhanicell 4890004601

distance 0.176

#9 · Parbhanicell 4890005152

distance 0.189

#10 · Chhatrapati Sambhajinagarcell 4690005906

distance 0.19 · cross-district

#11 · Buldhanacell 4720000018

distance 0.191 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005727

distance 0.191 · cross-district

#13 · Jalnacell 4790000436

distance 0.192 · cross-district

#14 · Akolacell 4670004125

distance 0.193 · cross-district

#15 · Buldhanacell 4720006337

distance 0.194 · cross-district

#16 · Parbhanicell 4890004139

distance 0.194

#17 · Solapurcell 4960001192

distance 0.196 · cross-district

#18 · Parbhanicell 4890004765

distance 0.197

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":4890004769}}}'

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.