Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004571

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004572

distance 0.133

#2 · Punecell 4900001429

distance 0.165

#3 · Sataracell 4940007185

distance 0.165 · cross-district

#4 · Sataracell 4940007077

distance 0.165 · cross-district

#5 · Sataracell 4940007078

distance 0.191 · cross-district

#6 · Punecell 4900002317

distance 0.192

#7 · Nashikcell 4870002891

distance 0.205 · cross-district

#8 · Nashikcell 4870010149

distance 0.212 · cross-district

#9 · Sataracell 4940004894

distance 0.212 · cross-district

#10 · Sataracell 4940007370

distance 0.213 · cross-district

#11 · Sataracell 4940006843

distance 0.22 · cross-district

#12 · Nashikcell 4870004118

distance 0.222 · cross-district

#13 · Punecell 4900002175

distance 0.226

#14 · Solapurcell 4960006630

distance 0.229 · cross-district

#15 · Sataracell 4940004778

distance 0.231 · cross-district

#16 · Nashikcell 4870008928

distance 0.231 · cross-district

#17 · Nashikcell 4870002769

distance 0.233 · cross-district

#18 · Nashikcell 4870001866

distance 0.234 · 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":490,"cluster_id":4900004571}}}'

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.