Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002009

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003195

distance 0.239

#2 · Kolhapurcell 4800005050

distance 0.268 · cross-district

#3 · Punecell 4900002652

distance 0.269

#4 · Kolhapurcell 4800004272

distance 0.27 · cross-district

#5 · Punecell 4900001172

distance 0.272

#6 · Nashikcell 4870003123

distance 0.295 · cross-district

#7 · Punecell 4900001189

distance 0.3

#8 · Punecell 4900005665

distance 0.301

#9 · Punecell 4900000331

distance 0.308

#10 · Ahmednagarcell 4660000350

distance 0.31 · cross-district

#11 · Ahmednagarcell 4660005696

distance 0.315 · cross-district

#12 · Beedcell 4700004313

distance 0.317 · cross-district

#13 · Akolacell 4670002573

distance 0.318 · cross-district

#14 · Nashikcell 4870011101

distance 0.325 · cross-district

#15 · Dharashivcell 4880000981

distance 0.326 · cross-district

#16 · Jalgaoncell 4780008974

distance 0.326 · cross-district

#17 · Kolhapurcell 4800004618

distance 0.328 · cross-district

#18 · Ahmednagarcell 4660005040

distance 0.329 · 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":4900002009}}}'

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.