Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007384

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004837

distance 0.143

#2 · Punecell 4900005527

distance 0.151

#3 · Punecell 4900005785

distance 0.157

#4 · Punecell 4900006050

distance 0.157

#5 · Punecell 4900005387

distance 0.172

#6 · Punecell 4900006172

distance 0.181

#7 · Punecell 4900005787

distance 0.186

#8 · Punecell 4900005909

distance 0.188

#9 · Punecell 4900005649

distance 0.192

#10 · Punecell 4900001170

distance 0.206

#11 · Punecell 4900004849

distance 0.207

#12 · Punecell 4900001623

distance 0.208

#13 · Punecell 4900005533

distance 0.21

#14 · Solapurcell 4960010294

distance 0.21 · cross-district

#15 · Punecell 4900005518

distance 0.21

#16 · Punecell 4900007509

distance 0.21

#17 · Buldhanacell 4720006719

distance 0.214 · cross-district

#18 · Punecell 4900002354

distance 0.214

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":4900007384}}}'

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.