Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001828

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002330

distance 0.129

#2 · Chhatrapati Sambhajinagarcell 4690000606

distance 0.131 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000659

distance 0.142 · cross-district

#4 · Parbhanicell 4890002475

distance 0.147

#5 · Chhatrapati Sambhajinagarcell 4690001340

distance 0.152 · cross-district

#6 · Parbhanicell 4890002333

distance 0.153

#7 · Chhatrapati Sambhajinagarcell 4690000657

distance 0.159 · cross-district

#8 · Beedcell 4700007531

distance 0.159 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000522

distance 0.16 · cross-district

#10 · Parbhanicell 4890001998

distance 0.16

#11 · Beedcell 4700008435

distance 0.16 · cross-district

#12 · Parbhanicell 4890002551

distance 0.161

#13 · Parbhanicell 4890001892

distance 0.161

#14 · Beedcell 4700007374

distance 0.164 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001961

distance 0.166 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000419

distance 0.168 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000601

distance 0.17 · cross-district

#18 · Parbhanicell 4890001762

distance 0.171

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":4890001828}}}'

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.