Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004636

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004196

distance 0.122

#2 · Parbhanicell 4890004557

distance 0.148

#3 · Chhatrapati Sambhajinagarcell 4690007176

distance 0.168 · cross-district

#4 · Parbhanicell 4890004459

distance 0.171

#5 · Chhatrapati Sambhajinagarcell 4690006688

distance 0.178 · cross-district

#6 · Parbhanicell 4890004082

distance 0.182

#7 · Chhatrapati Sambhajinagarcell 4690005986

distance 0.184 · cross-district

#8 · Parbhanicell 4890004455

distance 0.186

#9 · Chhatrapati Sambhajinagarcell 4690006151

distance 0.187 · cross-district

#10 · Jalnacell 4790003235

distance 0.188 · cross-district

#11 · Jalnacell 4790003151

distance 0.19 · cross-district

#12 · Parbhanicell 4890003835

distance 0.196

#13 · Jalnacell 4790002662

distance 0.199 · cross-district

#14 · Jalnacell 4790002663

distance 0.199 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000898

distance 0.201 · cross-district

#16 · Parbhanicell 4890004687

distance 0.201

#17 · Parbhanicell 4890004503

distance 0.202

#18 · Parbhanicell 4890004011

distance 0.21

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":4890004636}}}'

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.