Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000995

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000877

distance 0.151

#2 · Parbhanicell 4890000709

distance 0.152

#3 · Parbhanicell 4890000817

distance 0.158

#4 · Parbhanicell 4890001581

distance 0.164

#5 · Washimcell 4990002007

distance 0.171 · cross-district

#6 · Buldhanacell 4720002285

distance 0.175 · cross-district

#7 · Parbhanicell 4890001504

distance 0.177

#8 · Buldhanacell 4720001596

distance 0.179 · cross-district

#9 · Parbhanicell 4890000440

distance 0.181

#10 · Parbhanicell 4890000766

distance 0.182

#11 · Dharashivcell 4880005829

distance 0.185 · cross-district

#12 · Parbhanicell 4890001060

distance 0.186

#13 · Beedcell 4700007515

distance 0.186 · cross-district

#14 · Beedcell 4700006576

distance 0.187 · cross-district

#15 · Beedcell 4700006712

distance 0.189 · cross-district

#16 · Beedcell 4700007425

distance 0.189 · cross-district

#17 · Beedcell 4700005889

distance 0.191 · cross-district

#18 · Beedcell 4700005733

distance 0.191 · 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":4890000995}}}'

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.