Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001189

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001172

distance 0.211

#2 · Punecell 4900000387

distance 0.226

#3 · Punecell 4900001186

distance 0.241

#4 · Kolhapurcell 4800004187

distance 0.242 · cross-district

#5 · Punecell 4900000331

distance 0.244

#6 · Ahmednagarcell 4660001941

distance 0.248 · cross-district

#7 · Solapurcell 4960008483

distance 0.255 · cross-district

#8 · Punecell 4900002652

distance 0.256

#9 · Nashikcell 4870011457

distance 0.259 · cross-district

#10 · Punecell 4900001867

distance 0.259

#11 · Ahmednagarcell 4660011829

distance 0.264 · cross-district

#12 · Ahmednagarcell 4660005337

distance 0.264 · cross-district

#13 · Punecell 4900000485

distance 0.264

#14 · Punecell 4900001171

distance 0.266

#15 · Sataracell 4940008430

distance 0.267 · cross-district

#16 · Nashikcell 4870003123

distance 0.268 · cross-district

#17 · Punecell 4900000197

distance 0.269

#18 · Solapurcell 4960011212

distance 0.27 · 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":4900001189}}}'

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.