Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004139

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003655

distance 0.145

#2 · Parbhanicell 4890003961

distance 0.15

#3 · Parbhanicell 4890003762

distance 0.162

#4 · Parbhanicell 4890004353

distance 0.179

#5 · Parbhanicell 4890003654

distance 0.18

#6 · Jalnacell 4790002146

distance 0.18 · cross-district

#7 · Parbhanicell 4890003474

distance 0.183

#8 · Parbhanicell 4890004118

distance 0.183

#9 · Beedcell 4700007147

distance 0.184 · cross-district

#10 · Parbhanicell 4890004012

distance 0.184

#11 · Akolacell 4670000431

distance 0.187 · cross-district

#12 · Akolacell 4670003510

distance 0.192 · cross-district

#13 · Parbhanicell 4890004769

distance 0.194

#14 · Jalnacell 4790003840

distance 0.195 · cross-district

#15 · Buldhanacell 4720005222

distance 0.197 · cross-district

#16 · Buldhanacell 4720005428

distance 0.197 · cross-district

#17 · Beedcell 4700006835

distance 0.197 · cross-district

#18 · Buldhanacell 4720006461

distance 0.197 · 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":4890004139}}}'

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.