Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011853

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011668

distance 0.187

#2 · Punecell 4900005217

distance 0.313

#3 · Punecell 4900005351

distance 0.313

#4 · Punecell 4900012125

distance 0.313

#5 · Punecell 4900013278

distance 0.333

#6 · Sataracell 4940006792

distance 0.336 · cross-district

#7 · Punecell 4900011120

distance 0.344

#8 · Punecell 4900010952

distance 0.344

#9 · Ahmednagarcell 4660006707

distance 0.349 · cross-district

#10 · Punecell 4900004923

distance 0.349

#11 · Punecell 4900005344

distance 0.362

#12 · Punecell 4900011787

distance 0.367

#13 · Punecell 4900003152

distance 0.37

#14 · Punecell 4900011392

distance 0.373

#15 · Sataracell 4940007859

distance 0.374 · cross-district

#16 · Sataracell 4940008168

distance 0.374 · cross-district

#17 · Punecell 4900002575

distance 0.375

#18 · Punecell 4900013369

distance 0.375

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":4900011853}}}'

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.