Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012572

The MH-36 locality cells most similar to this Pune 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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002122

distance 0.194

#2 · Punecell 4900005092

distance 0.203

#3 · Punecell 4900007490

distance 0.215

#4 · Punecell 4900004534

distance 0.228

#5 · Sataracell 4940008203

distance 0.235 · cross-district

#6 · Ahmednagarcell 4660006588

distance 0.241 · cross-district

#7 · Punecell 4900004677

distance 0.249

#8 · Punecell 4900005761

distance 0.25

#9 · Punecell 4900012778

distance 0.252

#10 · Ahmednagarcell 4660005127

distance 0.253 · cross-district

#11 · Sataracell 4940007995

distance 0.255 · cross-district

#12 · Punecell 4900003709

distance 0.257

#13 · Sataracell 4940008493

distance 0.258 · cross-district

#14 · Sataracell 4940006812

distance 0.258 · cross-district

#15 · Sataracell 4940008497

distance 0.258 · cross-district

#16 · Punecell 4900012352

distance 0.259

#17 · Sataracell 4940008394

distance 0.26 · cross-district

#18 · Punecell 4900002883

distance 0.261

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":490,"cluster_id":4900012572}}}'

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.