Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004990

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003981

distance 0.276 · cross-district

#2 · Punecell 4900001716

distance 0.301

#3 · Sataracell 4940007909

distance 0.306 · cross-district

#4 · Punecell 4900005647

distance 0.326

#5 · Punecell 4900012419

distance 0.337

#6 · Solapurcell 4960004759

distance 0.34 · cross-district

#7 · Amravaticell 4680006149

distance 0.341 · cross-district

#8 · Ahmednagarcell 4660006510

distance 0.342 · cross-district

#9 · Solapurcell 4960004849

distance 0.348 · cross-district

#10 · Akolacell 4670000505

distance 0.349 · cross-district

#11 · Buldhanacell 4720006438

distance 0.349 · cross-district

#12 · Punecell 4900004987

distance 0.352

#13 · Dharashivcell 4880001147

distance 0.353 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003317

distance 0.361 · cross-district

#15 · Nashikcell 4870004111

distance 0.362 · cross-district

#16 · Laturcell 4810003065

distance 0.362 · cross-district

#17 · Ahmednagarcell 4660012173

distance 0.364 · cross-district

#18 · Nashikcell 4870009627

distance 0.373 · 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":4900004990}}}'

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.